Stop the war!
Остановите войну!
for scientists:
default search action
BibTeX records: Senzhang Wang
@article{DBLP:journals/kais/ChenLZZWWJ24, author = {Jinpeng Chen and Haiyang Li and Xudong Zhang and Fan Zhang and Senzhang Wang and Kaimin Wei and Jiaqi Ji}, title = {SR-HetGNN: session-based recommendation with heterogeneous graph neural network}, journal = {Knowl. Inf. Syst.}, volume = {66}, number = {2}, pages = {1111--1134}, year = {2024}, url = {https://doi.org/10.1007/s10115-023-01986-4}, doi = {10.1007/S10115-023-01986-4}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/ChenLZZWWJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/GongSLW24, author = {Kaiqi Gong and Xiao Song and Wenxin Li and Senzhang Wang}, title = {{HN-GCCF:} High-order neighbor-enhanced graph convolutional collaborative filtering}, journal = {Knowl. Based Syst.}, volume = {283}, pages = {111122}, year = {2024}, url = {https://doi.org/10.1016/j.knosys.2023.111122}, doi = {10.1016/J.KNOSYS.2023.111122}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/GongSLW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/WangLHZWWD24, author = {Yue Wang and Mingsheng Liu and Yongjian Huang and Haifeng Zhou and Xianhui Wang and Senzhang Wang and Haohua Du}, title = {Knowledge-based and data-driven underground pressure forecasting based on graph structure learning}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {15}, number = {1}, pages = {3--18}, year = {2024}, url = {https://doi.org/10.1007/s13042-022-01650-3}, doi = {10.1007/S13042-022-01650-3}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mlc/WangLHZWWD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/XiaWWXXC24, author = {Jiangnan Xia and Senzhang Wang and Xiang Wang and Min Xia and Kun Xie and Jiannong Cao}, title = {Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {15}, number = {1}, pages = {65--78}, year = {2024}, url = {https://doi.org/10.1007/s13042-022-01689-2}, doi = {10.1007/S13042-022-01689-2}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mlc/XiaWWXXC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/ZouWLPWLSZ24, author = {Dongcheng Zou and Senzhang Wang and Xuefeng Li and Hao Peng and Yuandong Wang and Chunyang Liu and Kehua Sheng and Bo Zhang}, editor = {Luz Angelica Caudillo{-}Mata and Silvio Lattanzi and Andr{\'{e}}s Mu{\~{n}}oz Medina and Leman Akoglu and Aristides Gionis and Sergei Vassilvitskii}, title = {MultiSPANS: {A} Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, pages = {1032--1041}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3616855.3635820}, doi = {10.1145/3616855.3635820}, timestamp = {Thu, 28 Mar 2024 14:59:38 +0100}, biburl = {https://dblp.org/rec/conf/wsdm/ZouWLPWLSZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-14939, author = {Hao Chen and Yuanchen Bei and Qijie Shen and Yue Xu and Sheng Zhou and Wenbing Huang and Feiran Huang and Senzhang Wang and Xiao Huang}, title = {Macro Graph Neural Networks for Online Billion-Scale Recommender Systems}, journal = {CoRR}, volume = {abs/2401.14939}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.14939}, doi = {10.48550/ARXIV.2401.14939}, eprinttype = {arXiv}, eprint = {2401.14939}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-14939.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-07659, author = {Yijie Zhang and Yuanchen Bei and Hao Chen and Qijie Shen and Zheng Yuan and Huan Gong and Senzhang Wang and Feiran Huang and Xiao Huang}, title = {Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks}, journal = {CoRR}, volume = {abs/2402.07659}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.07659}, doi = {10.48550/ARXIV.2402.07659}, eprinttype = {arXiv}, eprint = {2402.07659}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-07659.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-16240, author = {Peiyan Zhang and Chaozhuo Li and Liying Kang and Feiran Huang and Senzhang Wang and Xing Xie and Sunghun Kim}, title = {High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs}, journal = {CoRR}, volume = {abs/2402.16240}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.16240}, doi = {10.48550/ARXIV.2402.16240}, eprinttype = {arXiv}, eprint = {2402.16240}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-16240.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/LiXWY23, author = {Guiling Li and Shaolin Xu and Senzhang Wang and Philip S. Yu}, title = {Forest based on Interval Transformation {(FIT):} {A} time series classifier with adaptive features}, journal = {Expert Syst. Appl.}, volume = {213}, number = {Part {C}}, pages = {118923}, year = {2023}, url = {https://doi.org/10.1016/j.eswa.2022.118923}, doi = {10.1016/J.ESWA.2022.118923}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/LiXWY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jss/HussainHZW23, author = {Yasir Hussain and Zhiqiu Huang and Yu Zhou and Senzhang Wang}, title = {Boosting source code suggestion with self-supervised Transformer Gated Highway}, journal = {J. Syst. Softw.}, volume = {196}, pages = {111553}, year = {2023}, url = {https://doi.org/10.1016/j.jss.2022.111553}, doi = {10.1016/J.JSS.2022.111553}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jss/HussainHZW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/FuLWQSJWPY23, author = {Xingcheng Fu and Jianxin Li and Jia Wu and Jiawen Qin and Qingyun Sun and Cheng Ji and Senzhang Wang and Hao Peng and Philip S. Yu}, title = {Adaptive curvature exploration geometric graph neural network}, journal = {Knowl. Inf. Syst.}, volume = {65}, number = {5}, pages = {2281--2304}, year = {2023}, url = {https://doi.org/10.1007/s10115-022-01811-4}, doi = {10.1007/S10115-022-01811-4}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/FuLWQSJWPY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/YangCSWCLL23, author = {Yu Yang and Jiannong Cao and Milos Stojmenovic and Senzhang Wang and Yiran Cheng and Chun Lum and Zhetao Li}, title = {Time-Capturing Dynamic Graph Embedding for Temporal Linkage Evolution}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {1}, pages = {958--971}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2021.3085758}, doi = {10.1109/TKDE.2021.3085758}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/YangCSWCLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ZhaoDWPLBTWY23, author = {Xusheng Zhao and Qiong Dai and Jia Wu and Hao Peng and Mingsheng Liu and Xu Bai and Jianlong Tan and Senzhang Wang and Philip S. Yu}, title = {Multi-View Tensor Graph Neural Networks Through Reinforced Aggregation}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {4}, pages = {4077--4091}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2022.3142179}, doi = {10.1109/TKDE.2022.3142179}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/ZhaoDWPLBTWY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LiWZMZY23, author = {Jiyue Li and Senzhang Wang and Jiaqiang Zhang and Hao Miao and Junbo Zhang and Philip S. Yu}, title = {Fine-Grained Urban Flow Inference With Incomplete Data}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {6}, pages = {5851--5864}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2022.3154163}, doi = {10.1109/TKDE.2022.3154163}, timestamp = {Sun, 22 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/LiWZMZY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/MiaoSCXW23, author = {Hao Miao and Jiaxing Shen and Jiannong Cao and Jiangnan Xia and Senzhang Wang}, title = {MBA-STNet: Bayes-Enhanced Discriminative Multi-Task Learning for Flow Prediction}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {7}, pages = {7164--7177}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2022.3179781}, doi = {10.1109/TKDE.2022.3179781}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/MiaoSCXW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LiWXLWXCY23, author = {Chaozhuo Li and Senzhang Wang and Jie Xu and Zheng Liu and Hao Wang and Xing Xie and Lei Chen and Philip S. Yu}, title = {Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-Learning}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {10}, pages = {10166--10180}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2023.3250245}, doi = {10.1109/TKDE.2023.3250245}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/LiWXLWXCY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LiFZPWSYH23, author = {Jianxin Li and Xingcheng Fu and Shijie Zhu and Hao Peng and Senzhang Wang and Qingyun Sun and Philip S. Yu and Lifang He}, title = {A Robust and Generalized Framework for Adversarial Graph Embedding}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {11}, pages = {11004--11018}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2023.3235944}, doi = {10.1109/TKDE.2023.3235944}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/LiFZPWSYH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/WangZLMC23, author = {Senzhang Wang and Jiaqiang Zhang and Jiyue Li and Hao Miao and Jiannong Cao}, title = {Traffic Accident Risk Prediction via Multi-View Multi-Task Spatio-Temporal Networks}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {12}, pages = {12323--12336}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2021.3135621}, doi = {10.1109/TKDE.2021.3135621}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/WangZLMC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/WuLDWZX23, author = {Song Wu and Xiaoyong Li and Wei Dong and Senzhang Wang and Xiaojiang Zhang and Zichen Xu}, title = {Multi-source and heterogeneous marine hydrometeorology spatio-temporal data analysis with machine learning: a survey}, journal = {World Wide Web {(WWW)}}, volume = {26}, number = {3}, pages = {1115--1156}, year = {2023}, url = {https://doi.org/10.1007/s11280-022-01069-4}, doi = {10.1007/S11280-022-01069-4}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/www/WuLDWZX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/CaiYZWQZ23, author = {Zhuo Cai and Guan Yuan and Xiaobao Zhuang and Senzhang Wang and Shaojie Qiao and Mu Zhu}, title = {Adaptive self-propagation graph convolutional network for recommendation}, journal = {World Wide Web {(WWW)}}, volume = {26}, number = {5}, pages = {3183--3206}, year = {2023}, url = {https://doi.org/10.1007/s11280-023-01182-y}, doi = {10.1007/S11280-023-01182-Y}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/www/CaiYZWQZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangWYW23a, author = {Renzhi Wang and Senzhang Wang and Hao Yan and Xiang Wang}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {WSiP: Wave Superposition Inspired Pooling for Dynamic Interactions-Aware Trajectory Prediction}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {4685--4692}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i4.25592}, doi = {10.1609/AAAI.V37I4.25592}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/WangWYW23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/JiangZLLKZW0023, author = {Juyong Jiang and Peiyan Zhang and Yingtao Luo and Chaozhuo Li and Jae Boum Kim and Kai Zhang and Senzhang Wang and Xing Xie and Sunghun Kim}, editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos}, title = {AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation}, booktitle = {Proceedings of the 32nd {ACM} International Conference on Information and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom, October 21-25, 2023}, pages = {976--986}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3583780.3614773}, doi = {10.1145/3583780.3614773}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/JiangZLLKZW0023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhengZW0GZW23, author = {Yuhao Zheng and Lian Zhong and Senzhang Wang and Yu Yang and Weixi Gu and Junbo Zhang and Jianxin Wang}, editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos}, title = {DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model}, booktitle = {Proceedings of the 32nd {ACM} International Conference on Information and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom, October 21-25, 2023}, pages = {3505--3513}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3583780.3614842}, doi = {10.1145/3583780.3614842}, timestamp = {Sun, 26 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/ZhengZW0GZW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/TianL0WSHZHWDXZ23, author = {Zhoujin Tian and Chaozhuo Li and Zhiqiang Zuo and Zengxuan Wen and Lichao Sun and Xinyue Hu and Wen Zhang and Haizhen Huang and Senzhang Wang and Weiwei Deng and Xing Xie and Qi Zhang}, editor = {Ambuj K. Singh and Yizhou Sun and Leman Akoglu and Dimitrios Gunopulos and Xifeng Yan and Ravi Kumar and Fatma Ozcan and Jieping Ye}, title = {{PASS:} Personalized Advertiser-aware Sponsored Search}, booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023}, pages = {4924--4936}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3580305.3599882}, doi = {10.1145/3580305.3599882}, timestamp = {Mon, 25 Sep 2023 08:29:22 +0200}, biburl = {https://dblp.org/rec/conf/kdd/TianL0WSHZHWDXZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangYLXW23, author = {Senzhang Wang and Jun Yin and Chaozhuo Li and Xing Xie and Jianxin Wang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {V-InFoR: {A} Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b07d36fb3fae0630897700593c8cf49d-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangYLXW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YanLLY0ZYZHSDZ023, author = {Hao Yan and Chaozhuo Li and Ruosong Long and Chao Yan and Jianan Zhao and Wenwen Zhuang and Jun Yin and Peiyan Zhang and Weihao Han and Hao Sun and Weiwei Deng and Qi Zhang and Lichao Sun and Xing Xie and Senzhang Wang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/37d00f567a18b478065f1a91b95622a0-Abstract-Datasets\_and\_Benchmarks.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YanLLY0ZYZHSDZ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YinLYLW23, author = {Jun Yin and Chaozhuo Li and Hao Yan and Jianxun Lian and Senzhang Wang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/6ecd51685e2d765bc0ad32a2e73faf62-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YinLYLW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/YanWYLZW23, author = {Hao Yan and Senzhang Wang and Jun Yin and Chaozhuo Li and Junxing Zhu and Jianxin Wang}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Hierarchical Graph Contrastive Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {14170}, pages = {700--715}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43415-0\_41}, doi = {10.1007/978-3-031-43415-0\_41}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/YanWYLZW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangYDYZLW23, author = {Senzhang Wang and Hao Yan and Jinlong Du and Jun Yin and Junxing Zhu and Chaozhuo Li and Jianxin Wang}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Adversarial Hard Negative Generation for Complementary Graph Contrastive Learning}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {163--171}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch19}, doi = {10.1137/1.9781611977653.CH19}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/WangYDYZLW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/ZhangYLW0SK23, author = {Peiyan Zhang and Yuchen Yan and Chaozhuo Li and Senzhang Wang and Xing Xie and Guojie Song and Sunghun Kim}, editor = {Hsin{-}Hsi Chen and Wei{-}Jou (Edward) Duh and Hen{-}Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {Continual Learning on Dynamic Graphs via Parameter Isolation}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, pages = {601--611}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3539618.3591652}, doi = {10.1145/3539618.3591652}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/ZhangYLW0SK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/ZhaoLPFHWXG23, author = {Yi Zhao and Chaozhuo Li and Jiquan Peng and Xiaohan Fang and Feiran Huang and Senzhang Wang and Xing Xie and Jibing Gong}, editor = {Hsin{-}Hsi Chen and Wei{-}Jou (Edward) Duh and Hen{-}Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {Beyond the Overlapping Users: Cross-Domain Recommendation via Adaptive Anchor Link Learning}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, pages = {1488--1497}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3539618.3591642}, doi = {10.1145/3539618.3591642}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/ZhaoLPFHWXG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/TianL0WHHHWDXZ23, author = {Zhoujin Tian and Chaozhuo Li and Zhiqiang Zuo and Zengxuan Wen and Xinyue Hu and Xiao Han and Haizhen Huang and Senzhang Wang and Weiwei Deng and Xing Xie and Qi Zhang}, editor = {Hsin{-}Hsi Chen and Wei{-}Jou (Edward) Duh and Hen{-}Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {Multi-Grained Topological Pre-Training of Language Models in Sponsored Search}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, pages = {2189--2193}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3539618.3592024}, doi = {10.1145/3539618.3592024}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/TianL0WHHHWDXZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-13825, author = {Peiyan Zhang and Yuchen Yan and Chaozhuo Li and Senzhang Wang and Xing Xie and Guojie Song and Sunghun Kim}, title = {Continual Learning on Dynamic Graphs via Parameter Isolation}, journal = {CoRR}, volume = {abs/2305.13825}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.13825}, doi = {10.48550/ARXIV.2305.13825}, eprinttype = {arXiv}, eprint = {2305.13825}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-13825.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-14355, author = {Peiyan Zhang and Yuchen Yan and Chaozhuo Li and Senzhang Wang and Xing Xie and Sunghun Kim}, title = {Can Transformer and {GNN} Help Each Other?}, journal = {CoRR}, volume = {abs/2308.14355}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.14355}, doi = {10.48550/ARXIV.2308.14355}, eprinttype = {arXiv}, eprint = {2308.14355}, timestamp = {Fri, 01 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-14355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-01988, author = {Shunyang Zhang and Senzhang Wang and Xianzhen Tan and Ruochen Liu and Jian Zhang and Jianxin Wang}, title = {sasdim: self-adaptive noise scaling diffusion model for spatial time series imputation}, journal = {CoRR}, volume = {abs/2309.01988}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.01988}, doi = {10.48550/ARXIV.2309.01988}, eprinttype = {arXiv}, eprint = {2309.01988}, timestamp = {Sun, 26 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-01988.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-00491, author = {Jiangnan Xia and Yu Yang and Senzhang Wang and Hongzhi Yin and Jiannong Cao and Philip S. Yu}, title = {Bayes-enhanced Multi-view Attention Networks for Robust {POI} Recommendation}, journal = {CoRR}, volume = {abs/2311.00491}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.00491}, doi = {10.48550/ARXIV.2311.00491}, eprinttype = {arXiv}, eprint = {2311.00491}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-00491.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-02880, author = {Dongcheng Zou and Senzhang Wang and Xuefeng Li and Hao Peng and Yuandong Wang and Chunyang Liu and Kehua Sheng and Bo Zhang}, title = {MultiSPANS: {A} Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization}, journal = {CoRR}, volume = {abs/2311.02880}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.02880}, doi = {10.48550/ARXIV.2311.02880}, eprinttype = {arXiv}, eprint = {2311.02880}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-02880.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/algorithms/LiuYLWW22, author = {Yi Liu and Chengyu Yin and Jingwei Li and Fang Wang and Senzhang Wang}, title = {Predicting Dynamic User-Item Interaction with Meta-Path Guided Recursive {RNN}}, journal = {Algorithms}, volume = {15}, number = {3}, pages = {80}, year = {2022}, url = {https://doi.org/10.3390/a15030080}, doi = {10.3390/A15030080}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/algorithms/LiuYLWW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/MiaoFWWW22, author = {Hao Miao and Yan Fei and Senzhang Wang and Fang Wang and Danyan Wen}, title = {Deep learning based origin-destination prediction via contextual information fusion}, journal = {Multim. Tools Appl.}, volume = {81}, number = {9}, pages = {12029--12045}, year = {2022}, url = {https://doi.org/10.1007/s11042-020-10492-6}, doi = {10.1007/S11042-020-10492-6}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/MiaoFWWW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/WangCWYL22, author = {Jia Wang and Jiannong Cao and Senzhang Wang and Zhongyu Yao and Wengen Li}, title = {{IRDA:} Incremental Reinforcement Learning for Dynamic Resource Allocation}, journal = {{IEEE} Trans. Big Data}, volume = {8}, number = {3}, pages = {770--783}, year = {2022}, url = {https://doi.org/10.1109/TBDATA.2020.2988273}, doi = {10.1109/TBDATA.2020.2988273}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/WangCWYL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/WangZFL22, author = {Senzhang Wang and Junbo Zhang and Yanjie Fu and Yong Li}, title = {Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {13}, number = {2}, pages = {17:1--17:4}, year = {2022}, url = {https://doi.org/10.1145/3510023}, doi = {10.1145/3510023}, timestamp = {Sun, 03 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/WangZFL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/WangZMPY22, author = {Senzhang Wang and Meiyue Zhang and Hao Miao and Zhaohui Peng and Philip S. Yu}, title = {Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {13}, number = {3}, pages = {38:1--38:22}, year = {2022}, url = {https://doi.org/10.1145/3469087}, doi = {10.1145/3469087}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/WangZMPY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/WangMLC22, author = {Senzhang Wang and Hao Miao and Jiyue Li and Jiannong Cao}, title = {Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {23}, number = {5}, pages = {4695--4705}, year = {2022}, url = {https://doi.org/10.1109/TITS.2021.3055207}, doi = {10.1109/TITS.2021.3055207}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tits/WangMLC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/WangCY22, author = {Senzhang Wang and Jiannong Cao and Philip S. Yu}, title = {Deep Learning for Spatio-Temporal Data Mining: {A} Survey}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {34}, number = {8}, pages = {3681--3700}, year = {2022}, url = {https://doi.org/10.1109/TKDE.2020.3025580}, doi = {10.1109/TKDE.2020.3025580}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/WangCY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/GongSWLL22, author = {Kaiqi Gong and Xiao Song and Senzhang Wang and Songsong Liu and Yong Li}, editor = {Mohammad Al Hasan and Li Xiong}, title = {{ITSM-GCN:} Informative Training Sample Mining for Graph Convolutional Network-based Collaborative Filtering}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, pages = {614--623}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3511808.3557368}, doi = {10.1145/3511808.3557368}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/GongSWLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WangLMZZW22, author = {Senzhang Wang and Jiyue Li and Hao Miao and Junbo Zhang and Junxing Zhu and Jianxin Wang}, editor = {Mohammad Al Hasan and Li Xiong}, title = {Generative-Free Urban Flow Imputation}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, pages = {2028--2037}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3511808.3557334}, doi = {10.1145/3511808.3557334}, timestamp = {Sun, 26 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/WangLMZZW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WangZZWLZS22, author = {Yaohua Wang and Yaobin Zhang and Fangyi Zhang and Senzhang Wang and Ming Lin and YuQi Zhang and Xiuyu Sun}, title = {Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=QJWVP4CTmW4}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WangZZWLZS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Li0LH0LSWDSXZ22, author = {Rui Li and Jianan Zhao and Chaozhuo Li and Di He and Yiqi Wang and Yuming Liu and Hao Sun and Senzhang Wang and Weiwei Deng and Yanming Shen and Xing Xie and Qi Zhang}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {HousE: Knowledge Graph Embedding with Householder Parameterization}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {13209--13224}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/li22ab.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/Li0LH0LSWDSXZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangWC22, author = {Jiaqiang Zhang and Senzhang Wang and Songcan Chen}, editor = {Luc De Raedt}, title = {Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {2376--2382}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/330}, doi = {10.24963/IJCAI.2022/330}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangWC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangZLWS022, author = {Yaohua Wang and Fangyi Zhang and Ming Lin and Senzhang Wang and Xiuyu Sun and Rong Jin}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Robust Graph Structure Learning via Multiple Statistical Tests}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/cf7700139af1fa346d2f57f1f5c26c18-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangZLWS022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhangWWZMZ22, author = {Sen Zhang and Senzhang Wang and Xiang Wang and Shigeng Zhang and Hao Miao and Junxing Zhu}, editor = {Massih{-}Reza Amini and St{\'{e}}phane Canu and Asja Fischer and Tias Guns and Petra Kralj Novak and Grigorios Tsoumakas}, title = {Multi-task Adversarial Learning for Semi-supervised Trajectory-User Linking}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {13716}, pages = {418--434}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-26412-2\_26}, doi = {10.1007/978-3-031-26412-2\_26}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZhangWWZMZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uic/WuZDWLBL22, author = {Song Wu and Xiaojiang Zhang and Wei Dong and Senzhang Wang and Xiaoyong Li and Senliang Bao and Kai Li}, title = {Physics-Based Spatio-Temporal Modeling With Machine Learning for the Prediction of Oceanic Internal Waves}, booktitle = {{IEEE} Smartworld, Ubiquitous Intelligence {\&} Computing, Scalable Computing {\&} Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous {\&} Trusted Vehicles, SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022, Haikou, China, December 15-18, 2022}, pages = {604--609}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00363}, doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-DIGITALTWIN-PRICOMP-METAVERSE56740.2022.00363}, timestamp = {Fri, 04 Aug 2023 17:34:39 +0200}, biburl = {https://dblp.org/rec/conf/uic/WuZDWLBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/HaoHPWYWW22, author = {Zhenyun Hao and Jianing Hao and Zhaohui Peng and Senzhang Wang and Philip S. Yu and Xue Wang and Jian Wang}, editor = {K. Selcuk Candan and Huan Liu and Leman Akoglu and Xin Luna Dong and Jiliang Tang}, title = {Dy-HIEN: Dynamic Evolution based Deep Hierarchical Intention Network for Membership Prediction}, booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022}, pages = {363--371}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3488560.3498517}, doi = {10.1145/3488560.3498517}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/HaoHPWYWW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/WangPWS22, author = {Zhan Wang and Zhaohui Peng and Senzhang Wang and Qiao Song}, editor = {K. Selcuk Candan and Huan Liu and Leman Akoglu and Xin Luna Dong and Jiliang Tang}, title = {Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining}, booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022}, pages = {1072--1080}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3488560.3498512}, doi = {10.1145/3488560.3498512}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wsdm/WangPWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-03800, author = {Yaohua Wang and Yaobin Zhang and Fangyi Zhang and Senzhang Wang and Ming Lin and YuQi Zhang and Xiuyu Sun}, title = {Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space}, journal = {CoRR}, volume = {abs/2202.03800}, year = {2022}, url = {https://arxiv.org/abs/2202.03800}, eprinttype = {arXiv}, eprint = {2202.03800}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-03800.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-07919, author = {Rui Li and Jianan Zhao and Chaozhuo Li and Di He and Yiqi Wang and Yuming Liu and Hao Sun and Senzhang Wang and Weiwei Deng and Yanming Shen and Xing Xie and Qi Zhang}, title = {HousE: Knowledge Graph Embedding with Householder Parameterization}, journal = {CoRR}, volume = {abs/2202.07919}, year = {2022}, url = {https://arxiv.org/abs/2202.07919}, eprinttype = {arXiv}, eprint = {2202.07919}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-07919.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-04816, author = {Jiaqiang Zhang and Senzhang Wang and Songcan Chen}, title = {Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks}, journal = {CoRR}, volume = {abs/2205.04816}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.04816}, doi = {10.48550/ARXIV.2205.04816}, eprinttype = {arXiv}, eprint = {2205.04816}, timestamp = {Wed, 11 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-04816.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-01250, author = {Yiding Zhang and Chaozhuo Li and Senzhang Wang and Jianxun Lian and Xing Xie}, title = {Geometric Interaction Augmented Graph Collaborative Filtering}, journal = {CoRR}, volume = {abs/2208.01250}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.01250}, doi = {10.48550/ARXIV.2208.01250}, eprinttype = {arXiv}, eprint = {2208.01250}, timestamp = {Tue, 09 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-01250.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-03956, author = {Yaohua Wang and Fangyi Zhang and Ming Lin and Senzhang Wang and Xiuyu Sun and Rong Jin}, title = {Robust Graph Structure Learning over Images via Multiple Statistical Tests}, journal = {CoRR}, volume = {abs/2210.03956}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.03956}, doi = {10.48550/ARXIV.2210.03956}, eprinttype = {arXiv}, eprint = {2210.03956}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-03956.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/BaiLWWY21, author = {Bing Bai and Guiling Li and Senzhang Wang and Zongda Wu and Wenhe Yan}, title = {Time series classification based on multi-feature dictionary representation and ensemble learning}, journal = {Expert Syst. Appl.}, volume = {169}, pages = {114162}, year = {2021}, url = {https://doi.org/10.1016/j.eswa.2020.114162}, doi = {10.1016/J.ESWA.2020.114162}, timestamp = {Tue, 02 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/BaiLWWY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LiXLWCLC21, author = {Wei Li and Linchuan Xu and Zhixuan Liang and Senzhang Wang and Jiannong Cao and Thomas C. Lam and Xiaohui Cui}, title = {{JDGAN:} Enhancing generator on extremely limited data via joint distribution}, journal = {Neurocomputing}, volume = {431}, pages = {148--162}, year = {2021}, url = {https://doi.org/10.1016/j.neucom.2020.12.001}, doi = {10.1016/J.NEUCOM.2020.12.001}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/LiXLWCLC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/PengDLLJWZH21, author = {Hao Peng and Bowen Du and Mingsheng Liu and Mingzhe Liu and Shumei Ji and Senzhang Wang and Xu Zhang and Lifang He}, title = {Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning}, journal = {Inf. Sci.}, volume = {578}, pages = {401--416}, year = {2021}, url = {https://doi.org/10.1016/j.ins.2021.07.007}, doi = {10.1016/J.INS.2021.07.007}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/PengDLLJWZH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/WangCLW21, author = {Jia Wang and Jiannong Cao and Wei Li and Senzhang Wang}, title = {{CANE:} community-aware network embedding via adversarial training}, journal = {Knowl. Inf. Syst.}, volume = {63}, number = {2}, pages = {411--438}, year = {2021}, url = {https://doi.org/10.1007/s10115-020-01521-9}, doi = {10.1007/S10115-020-01521-9}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/WangCLW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/WangZFL21, author = {Senzhang Wang and Junbo Zhang and Yanjie Fu and Yong Li}, title = {{ACM} {TIST} Special Issue on Deep Learning for Spatio-Temporal Data: Part 1}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {12}, number = {6}, pages = {67:1--67:3}, year = {2021}, url = {https://doi.org/10.1145/3495188}, doi = {10.1145/3495188}, timestamp = {Sun, 03 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/WangZFL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/ZhangWCCH21, author = {Yuxuan Zhang and Senzhang Wang and Bing Chen and Jiannong Cao and Zhiqiu Huang}, title = {TrafficGAN: Network-Scale Deep Traffic Prediction With Generative Adversarial Nets}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {22}, number = {1}, pages = {219--230}, year = {2021}, url = {https://doi.org/10.1109/TITS.2019.2955794}, doi = {10.1109/TITS.2019.2955794}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/ZhangWCCH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ShiHSWWDY21, author = {Chuan Shi and Xiaotian Han and Li Song and Xiao Wang and Senzhang Wang and Junping Du and Philip S. Yu}, title = {Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {33}, number = {4}, pages = {1413--1425}, year = {2021}, url = {https://doi.org/10.1109/TKDE.2019.2941938}, doi = {10.1109/TKDE.2019.2941938}, timestamp = {Mon, 07 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/ShiHSWWDY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/PengLWWGYLYH21, author = {Hao Peng and Jianxin Li and Senzhang Wang and Lihong Wang and Qiran Gong and Renyu Yang and Bo Li and Philip S. Yu and Lifang He}, title = {Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {33}, number = {6}, pages = {2505--2519}, year = {2021}, url = {https://doi.org/10.1109/TKDE.2019.2959991}, doi = {10.1109/TKDE.2019.2959991}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/PengLWWGYLYH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tpds/LiYHCMWYY21, author = {He Li and Hang Yuan and Jianbin Huang and Jiangtao Cui and Xiaoke Ma and Senzhang Wang and Jaesoo Yoo and Philip S. Yu}, title = {Group Reassignment for Dynamic Edge Partitioning}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, volume = {32}, number = {10}, pages = {2477--2490}, year = {2021}, url = {https://doi.org/10.1109/TPDS.2021.3069292}, doi = {10.1109/TPDS.2021.3069292}, timestamp = {Sun, 16 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tpds/LiYHCMWYY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhuLPW021, author = {Shijie Zhu and Jianxin Li and Hao Peng and Senzhang Wang and Lifang He}, title = {Adversarial Directed Graph Embedding}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {4741--4748}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i5.16605}, doi = {10.1609/AAAI.V35I5.16605}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/ZhuLPW021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiWH0Y21, author = {Chaozhuo Li and Senzhang Wang and Feiran Huang and Jie Xu and Philip S. Yu}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {Hubness-aware User Identity Linkage}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {3196--3200}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482122}, doi = {10.1145/3459637.3482122}, timestamp = {Tue, 16 Aug 2022 23:04:38 +0200}, biburl = {https://dblp.org/rec/conf/cikm/LiWH0Y21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/WenPHWY21, author = {Xinyu Wen and Zhaohui Peng and Shanshan Huang and Senzhang Wang and Philip S. Yu}, editor = {Christian S. Jensen and Ee{-}Peng Lim and De{-}Nian Yang and Wang{-}Chien Lee and Vincent S. Tseng and Vana Kalogeraki and Jen{-}Wei Huang and Chih{-}Ya Shen}, title = {{MISS:} {A} Multi-user Identification Network for Shared-Account Session-Aware Recommendation}, booktitle = {Database Systems for Advanced Applications - 26th International Conference, {DASFAA} 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {12683}, pages = {228--243}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-73200-4\_15}, doi = {10.1007/978-3-030-73200-4\_15}, timestamp = {Wed, 14 Apr 2021 13:52:17 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/WenPHWY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/XuPWHYHWW21, author = {Xiaokang Xu and Zhaohui Peng and Senzhang Wang and Shanshan Huang and Philip S. Yu and Zhenyun Hao and Jian Wang and Xue Wang}, editor = {Christian S. Jensen and Ee{-}Peng Lim and De{-}Nian Yang and Wang{-}Chien Lee and Vincent S. Tseng and Vana Kalogeraki and Jen{-}Wei Huang and Chih{-}Ya Shen}, title = {{AE-UPCP:} Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern}, booktitle = {Database Systems for Advanced Applications - 26th International Conference, {DASFAA} 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12682}, pages = {392--399}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-73197-7\_26}, doi = {10.1007/978-3-030-73197-7\_26}, timestamp = {Wed, 14 Apr 2021 12:00:38 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/XuPWHYHWW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/Fu0WSJWTPY21, author = {Xingcheng Fu and Jianxin Li and Jia Wu and Qingyun Sun and Cheng Ji and Senzhang Wang and Jiajun Tan and Hao Peng and Philip S. Yu}, editor = {James Bailey and Pauli Miettinen and Yun Sing Koh and Dacheng Tao and Xindong Wu}, title = {{ACE-HGNN:} Adaptive Curvature Exploration Hyperbolic Graph Neural Network}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland, New Zealand, December 7-10, 2021}, pages = {111--120}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDM51629.2021.00021}, doi = {10.1109/ICDM51629.2021.00021}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/Fu0WSJWTPY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/DuWMZ21, author = {Jinlong Du and Senzhang Wang and Hao Miao and Jiaqiang Zhang}, editor = {Zhi{-}Hua Zhou}, title = {Multi-Channel Pooling Graph Neural Networks}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {1442--1448}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/199}, doi = {10.24963/IJCAI.2021/199}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/DuWMZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mdm/WangPWL0XZ21, author = {Weilin Wang and Zhaohui Peng and Senzhang Wang and Hao Li and Min Liu and Liang Xue and Nengwei Zhang}, title = {{IFP-ADAC:} {A} Two-stage Interpretable Fault Prediction Model for Multivariate Time Series}, booktitle = {22nd {IEEE} International Conference on Mobile Data Management, {MDM} 2021, Toronto, ON, Canada, June 15-18, 2021}, pages = {29--38}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/MDM52706.2021.00017}, doi = {10.1109/MDM52706.2021.00017}, timestamp = {Tue, 13 Jul 2021 15:24:47 +0200}, biburl = {https://dblp.org/rec/conf/mdm/WangPWL0XZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/0018PYWS21, author = {Min Liu and Zhaohui Peng and Xiaohui Yu and Senzhang Wang and Qiao Song}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {LDFeRR: {A} Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {73--81}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.9}, doi = {10.1137/1.9781611976700.9}, timestamp = {Thu, 02 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/0018PYWS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangZMY21, author = {Senzhang Wang and Meiyue Zhang and Hao Miao and Philip S. Yu}, editor = {Carlotta Demeniconi and Ian Davidson}, title = {MT-STNets: Multi-Task Spatial-Temporal Networks for Multi-Scale Traffic Prediction}, booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining, {SDM} 2021, Virtual Event, April 29 - May 1, 2021}, pages = {504--512}, publisher = {{SIAM}}, year = {2021}, url = {https://doi.org/10.1137/1.9781611976700.57}, doi = {10.1137/1.9781611976700.57}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangZMY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-10651, author = {Jianxin Li and Xingcheng Fu and Hao Peng and Senzhang Wang and Shijie Zhu and Qingyun Sun and Philip S. Yu and Lifang He}, title = {A Robust and Generalized Framework for Adversarial Graph Embedding}, journal = {CoRR}, volume = {abs/2105.10651}, year = {2021}, url = {https://arxiv.org/abs/2105.10651}, eprinttype = {arXiv}, eprint = {2105.10651}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-10651.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-05641, author = {Jinpeng Chen and Haiyang Li and Fan Zhang and Senzhang Wang and Kaimin Wei}, title = {Session-based Recommendation with Heterogeneous Graph Neural Network}, journal = {CoRR}, volume = {abs/2108.05641}, year = {2021}, url = {https://arxiv.org/abs/2108.05641}, eprinttype = {arXiv}, eprint = {2108.05641}, timestamp = {Wed, 18 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-05641.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-07888, author = {Xingcheng Fu and Jianxin Li and Jia Wu and Qingyun Sun and Cheng Ji and Senzhang Wang and Jiajun Tan and Hao Peng and Philip S. Yu}, title = {{ACE-HGNN:} Adaptive Curvature Exploration Hyperbolic Graph Neural Network}, journal = {CoRR}, volume = {abs/2110.07888}, year = {2021}, url = {https://arxiv.org/abs/2110.07888}, eprinttype = {arXiv}, eprint = {2110.07888}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-07888.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-07373, author = {Chaozhuo Li and Senzhang Wang and Zheng Liu and Xing Xie and Lei Chen and Philip S. Yu}, title = {Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-Learning}, journal = {CoRR}, volume = {abs/2112.07373}, year = {2021}, url = {https://arxiv.org/abs/2112.07373}, eprinttype = {arXiv}, eprint = {2112.07373}, timestamp = {Tue, 07 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-07373.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/chinaf/PengLYGWLWR20, author = {Hao Peng and Jianxin Li and Hao Yan and Qiran Gong and Senzhang Wang and Lin Liu and Lihong Wang and Xiang Ren}, title = {Dynamic network embedding via incremental skip-gram with negative sampling}, journal = {Sci. China Inf. Sci.}, volume = {63}, number = {10}, pages = {1--19}, year = {2020}, url = {https://doi.org/10.1007/s11432-018-9943-9}, doi = {10.1007/S11432-018-9943-9}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/chinaf/PengLYGWLWR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijseke/HussainHZW20, author = {Yasir Hussain and Zhiqiu Huang and Yu Zhou and Senzhang Wang}, title = {Deep Transfer Learning for Source Code Modeling}, journal = {Int. J. Softw. Eng. Knowl. Eng.}, volume = {30}, number = {5}, pages = {649--668}, year = {2020}, url = {https://doi.org/10.1142/S0218194020500230}, doi = {10.1142/S0218194020500230}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijseke/HussainHZW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/infsof/HussainHZW20, author = {Yasir Hussain and Zhiqiu Huang and Yu Zhou and Senzhang Wang}, title = {CodeGRU: Context-aware deep learning with gated recurrent unit for source code modeling}, journal = {Inf. Softw. Technol.}, volume = {125}, pages = {106309}, year = {2020}, url = {https://doi.org/10.1016/j.infsof.2020.106309}, doi = {10.1016/J.INFSOF.2020.106309}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/infsof/HussainHZW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/PengWDBMLWYDWY20, author = {Hao Peng and Hongfei Wang and Bowen Du and Md. Zakirul Alam Bhuiyan and Hongyuan Ma and Jianwei Liu and Lihong Wang and Zeyu Yang and Linfeng Du and Senzhang Wang and Philip S. Yu}, title = {Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting}, journal = {Inf. Sci.}, volume = {521}, pages = {277--290}, year = {2020}, url = {https://doi.org/10.1016/j.ins.2020.01.043}, doi = {10.1016/J.INS.2020.01.043}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/PengWDBMLWYDWY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/CaoWWPYW20, author = {Jianping Cao and Senzhang Wang and Danyan Wen and Zhaohui Peng and Philip S. Yu and Fei{-}Yue Wang}, title = {Mutual clustering on comparative texts via heterogeneous information networks}, journal = {Knowl. Inf. Syst.}, volume = {62}, number = {1}, pages = {175--202}, year = {2020}, url = {https://doi.org/10.1007/s10115-019-01356-z}, doi = {10.1007/S10115-019-01356-Z}, timestamp = {Fri, 28 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/CaoWWPYW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/WangPWYFXH20, author = {Xinghua Wang and Zhaohui Peng and Senzhang Wang and Philip S. Yu and Wenjing Fu and Xiaokang Xu and Xiaoguang Hong}, title = {{CDLFM:} cross-domain recommendation for cold-start users via latent feature mapping}, journal = {Knowl. Inf. Syst.}, volume = {62}, number = {5}, pages = {1723--1750}, year = {2020}, url = {https://doi.org/10.1007/s10115-019-01396-5}, doi = {10.1007/S10115-019-01396-5}, timestamp = {Mon, 04 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/WangPWYFXH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/LiXLWCMC20, author = {Wei Li and Linchuan Xu and Zhixuan Liang and Senzhang Wang and Jiannong Cao and Chao Ma and Xiaohui Cui}, title = {Sketch-then-Edit Generative Adversarial Network}, journal = {Knowl. Based Syst.}, volume = {203}, pages = {106102}, year = {2020}, url = {https://doi.org/10.1016/j.knosys.2020.106102}, doi = {10.1016/J.KNOSYS.2020.106102}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/LiXLWCMC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/NawazHWAAG20, author = {Asif Nawaz and Zhiqiu Huang and Senzhang Wang and Muhammad Azeem Akbar and Hussain Alsalman and Abdu Gumaei}, title = {{GPS} Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism}, journal = {Sensors}, volume = {20}, number = {18}, pages = {5143}, year = {2020}, url = {https://doi.org/10.3390/s20185143}, doi = {10.3390/S20185143}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/NawazHWAAG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/DuPWBWGLL20, author = {Bowen Du and Hao Peng and Senzhang Wang and Md. Zakirul Alam Bhuiyan and Lihong Wang and Qiran Gong and Lin Liu and Jing Li}, title = {Deep Irregular Convolutional Residual {LSTM} for Urban Traffic Passenger Flows Prediction}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {21}, number = {3}, pages = {972--985}, year = {2020}, url = {https://doi.org/10.1109/TITS.2019.2900481}, doi = {10.1109/TITS.2019.2900481}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/DuPWBWGLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/WangCCZY20, author = {Senzhang Wang and Hao Chen and Jiannong Cao and Jiawei Zhang and Philip S. Yu}, title = {Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {32}, number = {12}, pages = {2374--2388}, year = {2020}, url = {https://doi.org/10.1109/TKDE.2019.2922636}, doi = {10.1109/TKDE.2019.2922636}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/WangCCZY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsas/WangCCPH20, author = {Senzhang Wang and Jiannong Cao and Hao Chen and Hao Peng and Zhiqiu Huang}, title = {SeqST-GAN: Seq2Seq Generative Adversarial Nets for Multi-step Urban Crowd Flow Prediction}, journal = {{ACM} Trans. Spatial Algorithms Syst.}, volume = {6}, number = {4}, pages = {22:1--22:24}, year = {2020}, url = {https://doi.org/10.1145/3378889}, doi = {10.1145/3378889}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsas/WangCCPH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/CaoWLWDW20, author = {Jianping Cao and Senzhang Wang and Benxian Li and Xiao Wang and Zhaoyun Ding and Fei{-}Yue Wang}, title = {Integrating Multisourced Texts in Online Business Intelligence Systems}, journal = {{IEEE} Trans. Syst. Man Cybern. Syst.}, volume = {50}, number = {5}, pages = {1638--1648}, year = {2020}, url = {https://doi.org/10.1109/TSMC.2017.2710161}, doi = {10.1109/TSMC.2017.2710161}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/CaoWLWDW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/YanCSZWS20, author = {Xiaoyong Yan and Jiannong Cao and Lijuan Sun and Jian Zhou and Senzhang Wang and Aiguo Song}, title = {Accurate Analytical-Based Multi-Hop Localization With Low Energy Consumption for Irregular Networks}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {69}, number = {2}, pages = {2021--2033}, year = {2020}, url = {https://doi.org/10.1109/TVT.2019.2957390}, doi = {10.1109/TVT.2019.2957390}, timestamp = {Thu, 25 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/YanCSZWS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/YanLWWY20, author = {Wenhe Yan and Guiling Li and Zongda Wu and Senzhang Wang and Philip S. Yu}, title = {Extracting diverse-shapelets for early classification on time series}, journal = {World Wide Web}, volume = {23}, number = {6}, pages = {3055--3081}, year = {2020}, url = {https://doi.org/10.1007/s11280-020-00820-z}, doi = {10.1007/S11280-020-00820-Z}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/www/YanLWWY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEcloud/YinWM20, author = {Chengyu Yin and Senzhang Wang and Hao Miao}, title = {Recursive {LSTM} with Shift Embedding for Online User-Item Interaction Prediction}, booktitle = {13th {IEEE} International Conference on Cloud Computing, {CLOUD} 2020, Virtual Event, 18-24 October 2020}, pages = {10--12}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CLOUD49709.2020.00010}, doi = {10.1109/CLOUD49709.2020.00010}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEcloud/YinWM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEcloud/NawazHWN20, author = {Asif Nawaz and Zhiqiu Huang and Senzhang Wang and Amara Naseer}, title = {Deep neural architecture for geospatial trajectory completion over occupancy gridmap}, booktitle = {13th {IEEE} International Conference on Cloud Computing, {CLOUD} 2020, Virtual Event, 18-24 October 2020}, pages = {37--39}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CLOUD49709.2020.00018}, doi = {10.1109/CLOUD49709.2020.00018}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEcloud/NawazHWN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PengLGNW020, author = {Hao Peng and Jianxin Li and Qiran Gong and Yuanxing Ning and Senzhang Wang and Lifang He}, title = {Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {5387--5394}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.5987}, doi = {10.1609/AAAI.V34I04.5987}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/PengLGNW020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/YinWDZ20, author = {Chengyu Yin and Senzhang Wang and Jinlong Du and Meiyue Zhang}, editor = {Xiaochun Yang and Chang{-}Dong Wang and Md. Saiful Islam and Zheng Zhang}, title = {Recursive {RNN} Based Shift Representation Learning for Dynamic User-Item Interaction Prediction}, booktitle = {Advanced Data Mining and Applications - 16th International Conference, {ADMA} 2020, Foshan, China, November 12-14, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12447}, pages = {379--394}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-65390-3\_30}, doi = {10.1007/978-3-030-65390-3\_30}, timestamp = {Wed, 06 Jan 2021 16:08:51 +0100}, biburl = {https://dblp.org/rec/conf/adma/YinWDZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/NawazHW20, author = {Asif Nawaz and Zhiqiu Huang and Senzhang Wang}, editor = {Xin Wang and Rui Zhang and Young{-}Koo Lee and Le Sun and Yang{-}Sae Moon}, title = {{SSMDL:} Semi-supervised Multi-task Deep Learning for Transportation Mode Classification and Path Prediction with {GPS} Trajectories}, booktitle = {Web and Big Data - 4th International Joint Conference, APWeb-WAIM 2020, Tianjin, China, September 18-20, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12318}, pages = {391--405}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-60290-1\_31}, doi = {10.1007/978-3-030-60290-1\_31}, timestamp = {Fri, 16 Oct 2020 12:50:03 +0200}, biburl = {https://dblp.org/rec/conf/apweb/NawazHW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WangMCH20, author = {Senzhang Wang and Hao Miao and Hao Chen and Zhiqiu Huang}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {1555--1564}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3412054}, doi = {10.1145/3340531.3412054}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/WangMCH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ChenXHDHWHL20, author = {Hao Chen and Yue Xu and Feiran Huang and Zengde Deng and Wenbing Huang and Senzhang Wang and Peng He and Zhoujun Li}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Label-Aware Graph Convolutional Networks}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {1977--1980}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3412139}, doi = {10.1145/3340531.3412139}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/ChenXHDHWHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/LiPWXYH20, author = {Jin Li and Zhaohui Peng and Senzhang Wang and Xiaokang Xu and Philip S. Yu and Zhenyun Hao}, editor = {Yunmook Nah and Bin Cui and Sang{-}Won Lee and Jeffrey Xu Yu and Yang{-}Sae Moon and Steven Euijong Whang}, title = {Heterogeneous Graph Embedding for Cross-Domain Recommendation Through Adversarial Learning}, booktitle = {Database Systems for Advanced Applications - 25th International Conference, {DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {12114}, pages = {507--522}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59419-0\_31}, doi = {10.1007/978-3-030-59419-0\_31}, timestamp = {Fri, 25 Sep 2020 12:46:11 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/LiPWXYH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/SunPLWDZY020, author = {Qingyun Sun and Hao Peng and Jianxin Li and Senzhang Wang and Xiangyu Dong and Liangxuan Zhao and Philip S. Yu and Lifang He}, editor = {Claudia Plant and Haixun Wang and Alfredo Cuzzocrea and Carlo Zaniolo and Xindong Wu}, title = {Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks}, booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020, Sorrento, Italy, November 17-20, 2020}, pages = {511--520}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICDM50108.2020.00060}, doi = {10.1109/ICDM50108.2020.00060}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/SunPLWDZY020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lrec/WenCYW20, author = {Zhiyuan Wen and Jiannong Cao and Ruosong Yang and Senzhang Wang}, editor = {Nicoletta Calzolari and Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and Philippe Blache and Khalid Choukri and Christopher Cieri and Thierry Declerck and Sara Goggi and Hitoshi Isahara and Bente Maegaard and Joseph Mariani and H{\'{e}}l{\`{e}}ne Mazo and Asunci{\'{o}}n Moreno and Jan Odijk and Stelios Piperidis}, title = {Decode with Template: Content Preserving Sentiment Transfer}, booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference, {LREC} 2020, Marseille, France, May 11-16, 2020}, pages = {4671--4679}, publisher = {European Language Resources Association}, year = {2020}, url = {https://aclanthology.org/2020.lrec-1.575/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lrec/WenCYW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-06834, author = {Yunfei Meng and Zhiqiu Huang and Senzhang Wang and Guohua Shen and Changbo Ke}, title = {SOM-based DDoS Defense Mechanism using {SDN} for the Internet of Things}, journal = {CoRR}, volume = {abs/2003.06834}, year = {2020}, url = {https://arxiv.org/abs/2003.06834}, eprinttype = {arXiv}, eprint = {2003.06834}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-06834.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-00384, author = {Dongdong Yang and Kevin Dyer and Senzhang Wang}, title = {Interpretable Deep Learning Model for Online Multi-touch Attribution}, journal = {CoRR}, volume = {abs/2004.00384}, year = {2020}, url = {https://arxiv.org/abs/2004.00384}, eprinttype = {arXiv}, eprint = {2004.00384}, timestamp = {Wed, 08 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-00384.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-03667, author = {Shijie Zhu and Jianxin Li and Hao Peng and Senzhang Wang and Philip S. Yu and Lifang He}, title = {Adversarial Directed Graph Embedding}, journal = {CoRR}, volume = {abs/2008.03667}, year = {2020}, url = {https://arxiv.org/abs/2008.03667}, eprinttype = {arXiv}, eprint = {2008.03667}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-03667.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-13099, author = {Qingyun Sun and Hao Peng and Jianxin Li and Senzhang Wang and Xiangyu Dong and Liangxuan Zhao and Philip S. Yu and Lifang He}, title = {Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks}, journal = {CoRR}, volume = {abs/2008.13099}, year = {2020}, url = {https://arxiv.org/abs/2008.13099}, eprinttype = {arXiv}, eprint = {2008.13099}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-13099.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/XuHZWLLH19, author = {Jie Xu and Feiran Huang and Xiaoming Zhang and Senzhang Wang and Chaozhuo Li and Zhoujun Li and Yueying He}, title = {Sentiment analysis of social images via hierarchical deep fusion of content and links}, journal = {Appl. Soft Comput.}, volume = {80}, pages = {387--399}, year = {2019}, url = {https://doi.org/10.1016/j.asoc.2019.04.010}, doi = {10.1016/J.ASOC.2019.04.010}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/asc/XuHZWLLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/ZhangLWFY19, author = {Xi Zhang and Yixuan Li and Senzhang Wang and Binxing Fang and Philip S. Yu}, title = {Enhancing stock market prediction with extended coupled hidden Markov model over multi-sourced data}, journal = {Knowl. Inf. Syst.}, volume = {61}, number = {2}, pages = {1071--1090}, year = {2019}, url = {https://doi.org/10.1007/s10115-018-1315-6}, doi = {10.1007/S10115-018-1315-6}, timestamp = {Mon, 23 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/ZhangLWFY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/XuHZWLLH19, author = {Jie Xu and Feiran Huang and Xiaoming Zhang and Senzhang Wang and Chaozhuo Li and Zhoujun Li and Yueying He}, title = {Visual-textual sentiment classification with bi-directional multi-level attention networks}, journal = {Knowl. Based Syst.}, volume = {178}, pages = {61--73}, year = {2019}, url = {https://doi.org/10.1016/j.knosys.2019.04.018}, doi = {10.1016/J.KNOSYS.2019.04.018}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/XuHZWLLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/LiWYYLL19, author = {Chaozhuo Li and Senzhang Wang and Dejian Yang and Philip S. Yu and Yanbo Liang and Zhoujun Li}, title = {Adversarial learning for multi-view network embedding on incomplete graphs}, journal = {Knowl. Based Syst.}, volume = {180}, pages = {91--103}, year = {2019}, url = {https://doi.org/10.1016/j.knosys.2019.05.021}, doi = {10.1016/J.KNOSYS.2019.05.021}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/LiWYYLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/WangZLYH19, author = {Senzhang Wang and Xiaoming Zhang and Fengxiang Li and Philip S. Yu and Zhiqiu Huang}, title = {Efficient Traffic Estimation With Multi-Sourced Data by Parallel Coupled Hidden Markov Model}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {20}, number = {8}, pages = {3010--3023}, year = {2019}, url = {https://doi.org/10.1109/TITS.2018.2870948}, doi = {10.1109/TITS.2018.2870948}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/WangZLYH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FuPWXL19, author = {Wenjing Fu and Zhaohui Peng and Senzhang Wang and Yang Xu and Jin Li}, title = {Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {94--101}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.330194}, doi = {10.1609/AAAI.V33I01.330194}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/FuPWXL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiWWYLLL19, author = {Chaozhuo Li and Senzhang Wang and Yukun Wang and Philip S. Yu and Yanbo Liang and Yun Liu and Zhoujun Li}, title = {Adversarial Learning for Weakly-Supervised Social Network Alignment}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {996--1003}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.3301996}, doi = {10.1609/AAAI.V33I01.3301996}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/LiWWYLLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiWWLYLW19, author = {Chaozhuo Li and Senzhang Wang and Hao Wang and Yanbo Liang and Philip S. Yu and Zhoujun Li and Wei Wang}, editor = {Wenwu Zhu and Dacheng Tao and Xueqi Cheng and Peng Cui and Elke A. Rundensteiner and David Carmel and Qi He and Jeffrey Xu Yu}, title = {Partially Shared Adversarial Learning For Semi-supervised Multi-platform User Identity Linkage}, booktitle = {Proceedings of the 28th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7, 2019}, pages = {249--258}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3357384.3357904}, doi = {10.1145/3357384.3357904}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/LiWWLYLW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiZWHYL19, author = {Chaozhuo Li and Lei Zheng and Senzhang Wang and Feiran Huang and Philip S. Yu and Zhoujun Li}, editor = {Wenwu Zhu and Dacheng Tao and Xueqi Cheng and Peng Cui and Elke A. Rundensteiner and David Carmel and Qi He and Jeffrey Xu Yu}, title = {Multi-Hot Compact Network Embedding}, booktitle = {Proceedings of the 28th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7, 2019}, pages = {459--468}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3357384.3357903}, doi = {10.1145/3357384.3357903}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/LiZWHYL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/SuZWFZY19, author = {Yuan Su and Xi Zhang and Senzhang Wang and Binxing Fang and Tianle Zhang and Philip S. Yu}, editor = {Guoliang Li and Jun Yang and Jo{\~{a}}o Gama and Juggapong Natwichai and Yongxin Tong}, title = {Understanding Information Diffusion via Heterogeneous Information Network Embeddings}, booktitle = {Database Systems for Advanced Applications - 24th International Conference, {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11446}, pages = {501--516}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-18576-3\_30}, doi = {10.1007/978-3-030-18576-3\_30}, timestamp = {Mon, 30 Nov 2020 08:47:27 +0100}, biburl = {https://dblp.org/rec/conf/dasfaa/SuZWFZY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MaoLWZPHW19, author = {Qianren Mao and Jianxin Li and Senzhang Wang and Yuanning Zhang and Hao Peng and Min He and Lihong Wang}, editor = {Sarit Kraus}, title = {Aspect-Based Sentiment Classification with Attentive Neural Turing Machines}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {5139--5145}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/714}, doi = {10.24963/IJCAI.2019/714}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/MaoLWZPHW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ZhangWCC19, author = {Yuxuan Zhang and Senzhang Wang and Bing Chen and Jiannong Cao}, title = {{GCGAN:} Generative Adversarial Nets with Graph {CNN} for Network-Scale Traffic Prediction}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pages = {1--8}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IJCNN.2019.8852211}, doi = {10.1109/IJCNN.2019.8852211}, timestamp = {Wed, 13 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ZhangWCC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ChenWDZL19, author = {Hao Chen and Senzhang Wang and Zengde Deng and Xiaoming Zhang and Zhoujun Li}, editor = {Qiang Yang and Zhi{-}Hua Zhou and Zhiguo Gong and Min{-}Ling Zhang and Sheng{-}Jun Huang}, title = {{FGST:} Fine-Grained Spatial-Temporal Based Regression for Stationless Bike Traffic Prediction}, booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11439}, pages = {265--279}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16148-4\_21}, doi = {10.1007/978-3-030-16148-4\_21}, timestamp = {Tue, 07 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/ChenWDZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/XiaoHFWHZ19, author = {Chunjing Xiao and Jianing Han and Wei Fan and Senzhang Wang and Rui Huang and Yuxiang Zhang}, editor = {Abhaya C. Nayak and Alok Sharma}, title = {Predicting Scientific Impact via Heterogeneous Academic Network Embedding}, booktitle = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11671}, pages = {555--568}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-29911-8\_43}, doi = {10.1007/978-3-030-29911-8\_43}, timestamp = {Fri, 23 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/XiaoHFWHZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-00884, author = {Yasir Hussain and Zhiqiu Huang and Senzhang Wang and Yu Zhou}, title = {CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling}, journal = {CoRR}, volume = {abs/1903.00884}, year = {2019}, url = {http://arxiv.org/abs/1903.00884}, eprinttype = {arXiv}, eprint = {1903.00884}, timestamp = {Tue, 15 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-00884.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-03213, author = {Chaozhuo Li and Senzhang Wang and Philip S. Yu and Zhoujun Li}, title = {Multi-Hot Compact Network Embedding}, journal = {CoRR}, volume = {abs/1903.03213}, year = {2019}, url = {http://arxiv.org/abs/1903.03213}, eprinttype = {arXiv}, eprint = {1903.03213}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-03213.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-03762, author = {Jianping Cao and Senzhang Wang and Danyan Wen and Zhaohui Peng and Philip S. Yu and Fei{-}Yue Wang}, title = {Mutual Clustering on Comparative Texts via Heterogeneous Information Networks}, journal = {CoRR}, volume = {abs/1903.03762}, year = {2019}, url = {http://arxiv.org/abs/1903.03762}, eprinttype = {arXiv}, eprint = {1903.03762}, timestamp = {Mon, 21 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-03762.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-03586, author = {Hao Peng and Jianxin Li and Hao Yan and Qiran Gong and Senzhang Wang and Lin Liu and Lihong Wang and Xiang Ren}, title = {Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling}, journal = {CoRR}, volume = {abs/1906.03586}, year = {2019}, url = {http://arxiv.org/abs/1906.03586}, eprinttype = {arXiv}, eprint = {1906.03586}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-03586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-04898, author = {Hao Peng and Jianxin Li and Qiran Gong and Senzhang Wang and Lifang He and Bo Li and Lihong Wang and Philip S. Yu}, title = {Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification}, journal = {CoRR}, volume = {abs/1906.04898}, year = {2019}, url = {http://arxiv.org/abs/1906.04898}, eprinttype = {arXiv}, eprint = {1906.04898}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-04898.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-04928, author = {Senzhang Wang and Jiannong Cao and Philip S. Yu}, title = {Deep Learning for Spatio-Temporal Data Mining: {A} Survey}, journal = {CoRR}, volume = {abs/1906.04928}, year = {2019}, url = {http://arxiv.org/abs/1906.04928}, eprinttype = {arXiv}, eprint = {1906.04928}, timestamp = {Tue, 14 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-04928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-04707, author = {Hao Chen and Lu Wang and Senzhang Wang and Dijun Luo and Wenbing Huang and Zhoujun Li}, title = {Label Aware Graph Convolutional Network - Not All Edges Deserve Your Attention}, journal = {CoRR}, volume = {abs/1907.04707}, year = {2019}, url = {http://arxiv.org/abs/1907.04707}, eprinttype = {arXiv}, eprint = {1907.04707}, timestamp = {Tue, 07 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-04707.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-10201, author = {Yunfei Meng and Zhiqiu Huang and Senzhang Wang and Yu Zhou and Guohua Shen and Changbo Ke}, title = {Behavior-aware Service Access Control Mechanism using Security Policy Monitoring for {SOA} Systems}, journal = {CoRR}, volume = {abs/1908.10201}, year = {2019}, url = {http://arxiv.org/abs/1908.10201}, eprinttype = {arXiv}, eprint = {1908.10201}, timestamp = {Tue, 15 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-10201.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-06627, author = {Chuan Shi and Xiaotian Han and Li Song and Xiao Wang and Senzhang Wang and Junping Du and Philip S. Yu}, title = {Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks}, journal = {CoRR}, volume = {abs/1909.06627}, year = {2019}, url = {http://arxiv.org/abs/1909.06627}, eprinttype = {arXiv}, eprint = {1909.06627}, timestamp = {Tue, 03 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-06627.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-05493, author = {Yasir Hussain and Zhiqiu Huang and Yu Zhou and Senzhang Wang}, title = {Deep Transfer Learning for Source Code Modeling}, journal = {CoRR}, volume = {abs/1910.05493}, year = {2019}, url = {http://arxiv.org/abs/1910.05493}, eprinttype = {arXiv}, eprint = {1910.05493}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-05493.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-06500, author = {Yasir Hussain and Zhiqiu Huang and Yu Zhou and Senzhang Wang}, title = {DeepVS: An Efficient and Generic Approach for Source Code Modeling Usage}, journal = {CoRR}, volume = {abs/1910.06500}, year = {2019}, url = {http://arxiv.org/abs/1910.06500}, eprinttype = {arXiv}, eprint = {1910.06500}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-06500.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fcsc/LiZWHLZ18, author = {Zhoujun Li and Haijun Zhang and Senzhang Wang and Feiran Huang and Zhenping Li and Jianshe Zhou}, title = {Exploit latent Dirichlet allocation for collaborative filtering}, journal = {Frontiers Comput. Sci.}, volume = {12}, number = {3}, pages = {571--581}, year = {2018}, url = {https://doi.org/10.1007/s11704-016-6078-1}, doi = {10.1007/S11704-016-6078-1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcsc/LiZWHLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/ZhangZWYFY18, author = {Xi Zhang and Yunjia Zhang and Senzhang Wang and Yuntao Yao and Binxing Fang and Philip S. Yu}, title = {Improving stock market prediction via heterogeneous information fusion}, journal = {Knowl. Based Syst.}, volume = {143}, pages = {236--247}, year = {2018}, url = {https://doi.org/10.1016/j.knosys.2017.12.025}, doi = {10.1016/J.KNOSYS.2017.12.025}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/ZhangZWYFY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/ZhangZZWL18, author = {Xiaoming Zhang and Zhonghua Zhao and Haijun Zhang and Senzhang Wang and Zhoujun Li}, title = {Unsupervised geographically discriminative feature learning for landmark tagging}, journal = {Knowl. Based Syst.}, volume = {149}, pages = {143--154}, year = {2018}, url = {https://doi.org/10.1016/j.knosys.2018.03.005}, doi = {10.1016/J.KNOSYS.2018.03.005}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/ZhangZZWL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/ZhangZLLW18, author = {Xiaoming Zhang and Xu Zhang and Xiong Li and Zhoujun Li and Senzhang Wang}, title = {Classify social image by integrating multi-modal content}, journal = {Multim. Tools Appl.}, volume = {77}, number = {6}, pages = {7469--7485}, year = {2018}, url = {https://doi.org/10.1007/s11042-017-4657-2}, doi = {10.1007/S11042-017-4657-2}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mta/ZhangZLLW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/qre/WangWLWWN18, author = {Xin Wang and Ji Wu and Chao Liu and Senzhang Wang and Tingshu Wang and Wensheng Niu}, title = {Improving failures prediction by exploring weighted shape-based time-series clustering}, journal = {Qual. Reliab. Eng. Int.}, volume = {34}, number = {2}, pages = {138--160}, year = {2018}, url = {https://doi.org/10.1002/qre.2242}, doi = {10.1002/QRE.2242}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/qre/WangWLWWN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/ZhangWLM18, author = {Xiaoming Zhang and Senzhang Wang and Zhoujun Li and Shuai Ma}, title = {Landmark Image Retrieval by Jointing Feature Refinement and Multimodal Classifier Learning}, journal = {{IEEE} Trans. Cybern.}, volume = {48}, number = {6}, pages = {1682--1695}, year = {2018}, url = {https://doi.org/10.1109/TCYB.2017.2712798}, doi = {10.1109/TCYB.2017.2712798}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcyb/ZhangWLM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wpc/ShenZCW18, author = {Dayong Shen and Longfei Zhang and Jianping Cao and Senzhang Wang}, title = {Forecasting Citywide Traffic Congestion Based on Social Media}, journal = {Wirel. Pers. Commun.}, volume = {103}, number = {1}, pages = {1037--1057}, year = {2018}, url = {https://doi.org/10.1007/s11277-018-5495-x}, doi = {10.1007/S11277-018-5495-X}, timestamp = {Thu, 20 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wpc/ShenZCW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiWYZZLL18, author = {Chaozhuo Li and Senzhang Wang and Philip S. Yu and Lei Zheng and Xiaoming Zhang and Zhoujun Li and Yanbo Liang}, editor = {Alfredo Cuzzocrea and James Allan and Norman W. Paton and Divesh Srivastava and Rakesh Agrawal and Andrei Z. Broder and Mohammed J. Zaki and K. Sel{\c{c}}uk Candan and Alexandros Labrinidis and Assaf Schuster and Haixun Wang}, title = {Distribution Distance Minimization for Unsupervised User Identity Linkage}, booktitle = {Proceedings of the 27th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26, 2018}, pages = {447--456}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3269206.3271675}, doi = {10.1145/3269206.3271675}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/LiWYZZLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/WangPWYFH18, author = {Xinghua Wang and Zhaohui Peng and Senzhang Wang and Philip S. Yu and Wenjing Fu and Xiaoguang Hong}, editor = {Jian Pei and Yannis Manolopoulos and Shazia W. Sadiq and Jianxin Li}, title = {Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping}, booktitle = {Database Systems for Advanced Applications - 23rd International Conference, {DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10827}, pages = {158--165}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91452-7\_11}, doi = {10.1007/978-3-319-91452-7\_11}, timestamp = {Fri, 03 Apr 2020 17:07:24 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/WangPWYFH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiW0YLL18, author = {Chaozhuo Li and Senzhang Wang and Lifang He and Philip S. Yu and Yanbo Liang and Zhoujun Li}, title = {{SSDMV:} Semi-Supervised Deep Social Spammer Detection by Multi-view Data Fusion}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore, November 17-20, 2018}, pages = {247--256}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDM.2018.00040}, doi = {10.1109/ICDM.2018.00040}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LiW0YLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HanSWYS18, author = {Xiaotian Han and Chuan Shi and Senzhang Wang and Philip S. Yu and Li Song}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {3393--3399}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/471}, doi = {10.24963/IJCAI.2018/471}, timestamp = {Tue, 20 Aug 2019 16:19:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HanSWYS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YangWL18, author = {Dongdong Yang and Senzhang Wang and Zhoujun Li}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Ensemble Neural Relation Extraction with Adaptive Boosting}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {4532--4538}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/630}, doi = {10.24963/IJCAI.2018/630}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/YangWL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangFSZWY18, author = {Yuxiang Zhang and Jiamei Fu and Dongyu She and Ying Zhang and Senzhang Wang and Jufeng Yang}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {4595--4601}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/639}, doi = {10.24963/IJCAI.2018/639}, timestamp = {Fri, 23 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangFSZWY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-00588, author = {Xi Zhang and Yunjia Zhang and Senzhang Wang and Yuntao Yao and Binxing Fang and Philip S. Yu}, title = {Improving Stock Market Prediction via Heterogeneous Information Fusion}, journal = {CoRR}, volume = {abs/1801.00588}, year = {2018}, url = {http://arxiv.org/abs/1801.00588}, eprinttype = {arXiv}, eprint = {1801.00588}, timestamp = {Thu, 05 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-00588.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-09334, author = {Dongdong Yang and Senzhang Wang and Zhoujun Li}, title = {Ensemble Neural Relation Extraction with Adaptive Boosting}, journal = {CoRR}, volume = {abs/1801.09334}, year = {2018}, url = {http://arxiv.org/abs/1801.09334}, eprinttype = {arXiv}, eprint = {1801.09334}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-09334.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-01617, author = {Xinghua Wang and Zhaohui Peng and Senzhang Wang and Philip S. Yu and Wenjing Fu and Xiaoguang Hong}, title = {Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping}, journal = {CoRR}, volume = {abs/1803.01617}, year = {2018}, url = {http://arxiv.org/abs/1803.01617}, eprinttype = {arXiv}, eprint = {1803.01617}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-01617.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-00306, author = {Xi Zhang and Yixuan Li and Senzhang Wang and Binxing Fang and Philip S. Yu}, title = {Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data}, journal = {CoRR}, volume = {abs/1809.00306}, year = {2018}, url = {http://arxiv.org/abs/1809.00306}, eprinttype = {arXiv}, eprint = {1809.00306}, timestamp = {Thu, 05 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-00306.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/CaoWW17, author = {Jianping Cao and Senzhang Wang and Hui Wang}, title = {Detecting Communities on Topic of Transportation With Sparse Crowd Annotations}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {18}, number = {4}, pages = {1017--1022}, year = {2017}, url = {https://doi.org/10.1109/TITS.2016.2596321}, doi = {10.1109/TITS.2016.2596321}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tits/CaoWW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/WangZCHSYLH17, author = {Senzhang Wang and Xiaoming Zhang and Jianping Cao and Lifang He and Leon Stenneth and Philip S. Yu and Zhoujun Li and Zhiqiu Huang}, title = {Computing Urban Traffic Congestions by Incorporating Sparse {GPS} Probe Data and Social Media Data}, journal = {{ACM} Trans. Inf. Syst.}, volume = {35}, number = {4}, pages = {40:1--40:30}, year = {2017}, url = {https://doi.org/10.1145/3057281}, doi = {10.1145/3057281}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/WangZCHSYLH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/YangWLZL17, author = {Dejian Yang and Senzhang Wang and Chaozhuo Li and Xiaoming Zhang and Zhoujun Li}, editor = {Ee{-}Peng Lim and Marianne Winslett and Mark Sanderson and Ada Wai{-}Chee Fu and Jimeng Sun and J. Shane Culpepper and Eric Lo and Joyce C. Ho and Debora Donato and Rakesh Agrawal and Yu Zheng and Carlos Castillo and Aixin Sun and Vincent S. Tseng and Chenliang Li}, title = {From Properties to Links: Deep Network Embedding on Incomplete Graphs}, booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge Management, {CIKM} 2017, Singapore, November 06 - 10, 2017}, pages = {367--376}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3132847.3132975}, doi = {10.1145/3132847.3132975}, timestamp = {Tue, 29 Aug 2023 16:24:43 +0200}, biburl = {https://dblp.org/rec/conf/cikm/YangWLZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscwd/ZhuPWYH17, author = {Tianchen Zhu and Zhaohui Peng and Senzhang Wang and Philip S. Yu and Xiaoguang Hong}, editor = {Weiming Shen and Pedro Antunes and Nguyen Hoang Thuan and Jean{-}Paul A. Barth{\`{e}}s and Junzhou Luo and Jianming Yong}, title = {Measuring the relevance of different-typed objects in weighted signed heterogeneous information networks}, booktitle = {21st {IEEE} International Conference on Computer Supported Cooperative Work in Design, {CSCWD} 2017, Wellington, New Zealand, April 26-28, 2017}, pages = {556--561}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/CSCWD.2017.8066754}, doi = {10.1109/CSCWD.2017.8066754}, timestamp = {Fri, 28 Oct 2022 20:56:41 +0200}, biburl = {https://dblp.org/rec/conf/cscwd/ZhuPWYH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/LiLW0ZZ17, author = {Chaozhuo Li and Zhoujun Li and Senzhang Wang and Yang Yang and Xiaoming Zhang and Jianshe Zhou}, editor = {K. Sel{\c{c}}uk Candan and Lei Chen and Torben Bach Pedersen and Lijun Chang and Wen Hua}, title = {Semi-Supervised Network Embedding}, booktitle = {Database Systems for Advanced Applications - 22nd International Conference, {DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10177}, pages = {131--147}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-55753-3\_9}, doi = {10.1007/978-3-319-55753-3\_9}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/LiLW0ZZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/LiWYLYZZ17, author = {Chaozhuo Li and Senzhang Wang and Dejian Yang and Zhoujun Li and Yang Yang and Xiaoming Zhang and Jianshe Zhou}, editor = {K. Sel{\c{c}}uk Candan and Lei Chen and Torben Bach Pedersen and Lijun Chang and Wen Hua}, title = {{PPNE:} Property Preserving Network Embedding}, booktitle = {Database Systems for Advanced Applications - 22nd International Conference, {DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10177}, pages = {163--179}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-55753-3\_11}, doi = {10.1007/978-3-319-55753-3\_11}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/LiWYLYZZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/SongPWFHY17, author = {Tianhang Song and Zhaohui Peng and Senzhang Wang and Wenjing Fu and Xiaoguang Hong and Philip S. Yu}, editor = {K. Sel{\c{c}}uk Candan and Lei Chen and Torben Bach Pedersen and Lijun Chang and Wen Hua}, title = {Review-Based Cross-Domain Recommendation Through Joint Tensor Factorization}, booktitle = {Database Systems for Advanced Applications - 22nd International Conference, {DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10177}, pages = {525--540}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-55753-3\_33}, doi = {10.1007/978-3-319-55753-3\_33}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/SongPWFHY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccad/LiYWW17, author = {Dandan Li and Shuzhen Yao and Senzhang Wang and Ying Wang}, editor = {Sri Parameswaran}, title = {Cross-program design space exploration by ensemble transfer learning}, booktitle = {2017 {IEEE/ACM} International Conference on Computer-Aided Design, {ICCAD} 2017, Irvine, CA, USA, November 13-16, 2017}, pages = {201--208}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICCAD.2017.8203779}, doi = {10.1109/ICCAD.2017.8203779}, timestamp = {Mon, 01 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccad/LiYWW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wise/XuLWHLHZ17, author = {Jie Xu and Chaozhuo Li and Senzhang Wang and Feiran Huang and Zhoujun Li and Yueying He and Zhonghua Zhao}, editor = {Athman Bouguettaya and Yunjun Gao and Andrey Klimenko and Lu Chen and Xiangliang Zhang and Fedor Dzerzhinskiy and Weijia Jia and Stanislav V. Klimenko and Qing Li}, title = {{DTRP:} {A} Flexible Deep Framework for Travel Route Planning}, booktitle = {Web Information Systems Engineering - {WISE} 2017 - 18th International Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10569}, pages = {359--375}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-68783-4\_25}, doi = {10.1007/978-3-319-68783-4\_25}, timestamp = {Thu, 26 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wise/XuLWHLHZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dase/HuXLWY16, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Senzhang Wang and Philip S. Yu}, title = {Clustering Embedded Approaches for Efficient Information Network Inference}, journal = {Data Sci. Eng.}, volume = {1}, number = {1}, pages = {29--40}, year = {2016}, url = {https://doi.org/10.1007/s41019-015-0003-8}, doi = {10.1007/S41019-015-0003-8}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dase/HuXLWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/WangYHYLW16, author = {Senzhang Wang and Zhao Yan and Xia Hu and Philip S. Yu and Zhoujun Li and Biao Wang}, title = {{CPB:} a classification-based approach for burst time prediction in cascades}, journal = {Knowl. Inf. Syst.}, volume = {49}, number = {1}, pages = {243--271}, year = {2016}, url = {https://doi.org/10.1007/s10115-015-0899-3}, doi = {10.1007/S10115-015-0899-3}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/WangYHYLW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/qre/WangWLWN16, author = {Xin Wang and Ji Wu and Chao Liu and Senzhang Wang and Wensheng Niu}, title = {A Hybrid Model Based on Singular Spectrum Analysis and Support Vector Machines Regression for Failure Time Series Prediction}, journal = {Qual. Reliab. Eng. Int.}, volume = {32}, number = {8}, pages = {2717--2738}, year = {2016}, url = {https://doi.org/10.1002/qre.2098}, doi = {10.1002/QRE.2098}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/qre/WangWLWN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/ZhangJWLL16, author = {Xiaoming Zhang and Shufan Ji and Senzhang Wang and Zhoujun Li and Xueqiang Lv}, title = {Geographical Topics Learning of Geo-Tagged Social Images}, journal = {{IEEE} Trans. Cybern.}, volume = {46}, number = {3}, pages = {744--755}, year = {2016}, url = {https://doi.org/10.1109/TCYB.2015.2414489}, doi = {10.1109/TCYB.2015.2414489}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcyb/ZhangJWLL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/WangXZLYH16, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Yueying He}, title = {Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {7}, number = {4}, pages = {64:1--64:28}, year = {2016}, url = {https://doi.org/10.1145/2897371}, doi = {10.1145/2897371}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/WangXZLYH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/ZhangHWYLZ16, author = {Xiaoming Zhang and Xia Hu and Senzhang Wang and Yang Yang and Zhoujun Li and Jianshe Zhou}, title = {Learning Geographical Hierarchy Features via a Compositional Model}, journal = {{IEEE} Trans. Multim.}, volume = {18}, number = {9}, pages = {1855--1868}, year = {2016}, url = {https://doi.org/10.1109/TMM.2016.2574122}, doi = {10.1109/TMM.2016.2574122}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tmm/ZhangHWYLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhengLWYZ16, author = {Hao Zheng and Zhoujun Li and Senzhang Wang and Zhao Yan and Jianshe Zhou}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Aggregating Inter-Sentence Information to Enhance Relation Extraction}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {3108--3115}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10379}, doi = {10.1609/AAAI.V30I1.10379}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhengLWYZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/ZhangWZY16, author = {Jiawei Zhang and Senzhang Wang and Qianyi Zhan and Philip S. Yu}, editor = {Ravi Kumar and James Caverlee and Hanghang Tong}, title = {Intertwined viral marketing in social networks}, booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August 18-21, 2016}, pages = {239--246}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ASONAM.2016.7752241}, doi = {10.1109/ASONAM.2016.7752241}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/asunam/ZhangWZY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/codes/LiWYLCS16, author = {Dandan Li and Senzhang Wang and Shuzhen Yao and Yuhang Liu and Yuanqi Cheng and Xian{-}He Sun}, title = {Efficient design space exploration by knowledge transfer}, booktitle = {Proceedings of the Eleventh {IEEE/ACM/IFIP} International Conference on Hardware/Software Codesign and System Synthesis, {CODES} 2016, Pittsburgh, Pennsylvania, USA, October 1-7, 2016}, pages = {12:1--12:10}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2968456.2968457}, doi = {10.1145/2968456.2968457}, timestamp = {Sun, 26 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/codes/LiWYLCS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/LiYLWS16, author = {Dandan Li and Shuzhen Yao and Yu{-}Hang Liu and Senzhang Wang and Xian{-}He Sun}, title = {Efficient design space exploration via statistical sampling and AdaBoost learning}, booktitle = {Proceedings of the 53rd Annual Design Automation Conference, {DAC} 2016, Austin, TX, USA, June 5-9, 2016}, pages = {142:1--142:6}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2897937.2898012}, doi = {10.1145/2897937.2898012}, timestamp = {Tue, 06 Nov 2018 16:58:19 +0100}, biburl = {https://dblp.org/rec/conf/dac/LiYLWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mdm/WangHSYLH16, author = {Senzhang Wang and Lifang He and Leon Stenneth and Philip S. Yu and Zhoujun Li and Zhiqiu Huang}, editor = {Chi{-}Yin Chow and Prem Prakash Jayaraman and Wei Wu}, title = {Estimating Urban Traffic Congestions with Multi-sourced Data}, booktitle = {{IEEE} 17th International Conference on Mobile Data Management, {MDM} 2016, Porto, Portugal, June 13-16, 2016}, pages = {82--91}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/MDM.2016.25}, doi = {10.1109/MDM.2016.25}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mdm/WangHSYLH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/CaoWQWWY16, author = {Jianping Cao and Senzhang Wang and Fengcai Qiao and Hui Wang and Feiyue Wang and Philip S. Yu}, editor = {James Bailey and Latifur Khan and Takashi Washio and Gillian Dobbie and Joshua Zhexue Huang and Ruili Wang}, title = {User-Guided Large Attributed Graph Clustering with Multiple Sparse Annotations}, booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9651}, pages = {127--138}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-31753-3\_11}, doi = {10.1007/978-3-319-31753-3\_11}, timestamp = {Thu, 24 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/CaoWQWWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangLSY16, author = {Senzhang Wang and Fengxiang Li and Leon Stenneth and Philip S. Yu}, editor = {Paolo Frasconi and Niels Landwehr and Giuseppe Manco and Jilles Vreeken}, title = {Enhancing Traffic Congestion Estimation with Social Media by Coupled Hidden Markov Model}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9852}, pages = {247--264}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46227-1\_16}, doi = {10.1007/978-3-319-46227-1\_16}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangLSY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/cu/p/CaoDYZWW16, author = {Jianping Cao and Dongliang Duan and Liuqing Yang and Qingpeng Zhang and Senzhang Wang and Feiyue Wang}, editor = {Shuguang Cui and Alfred O. Hero III and Zhi{-}Quan Luo and Jos{\'{e}} M. F. Moura}, title = {Social influence analysis in the big data era: a review}, booktitle = {Big Data over Networks}, pages = {301--334}, publisher = {Cambridge University Press}, year = {2016}, url = {https://doi.org/10.1017/CBO9781316162750.012}, doi = {10.1017/CBO9781316162750.012}, timestamp = {Thu, 24 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/cu/p/CaoDYZWW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangWZY16a, author = {Jiawei Zhang and Senzhang Wang and Qianyi Zhan and Philip S. Yu}, title = {Intertwined Viral Marketing through Online Social Networks}, journal = {CoRR}, volume = {abs/1607.00542}, year = {2016}, url = {http://arxiv.org/abs/1607.00542}, eprinttype = {arXiv}, eprint = {1607.00542}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangWZY16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangCCWLX15, author = {Xiaoming Zhang and Xiaoming Chen and Yan Chen and Senzhang Wang and Zhoujun Li and Jiali Xia}, title = {Event detection and popularity prediction in microblogging}, journal = {Neurocomputing}, volume = {149}, pages = {1469--1480}, year = {2015}, url = {https://doi.org/10.1016/j.neucom.2014.08.045}, doi = {10.1016/J.NEUCOM.2014.08.045}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ZhangCCWLX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/WangWCLLZ15, author = {Senzhang Wang and Fang Wang and Yan Chen and Chunyang Liu and Zhoujun Li and Xiaoming Zhang}, title = {Exploiting social circle broadness for influential spreaders identification in social networks}, journal = {World Wide Web}, volume = {18}, number = {3}, pages = {681--705}, year = {2015}, url = {https://doi.org/10.1007/s11280-014-0277-1}, doi = {10.1007/S11280-014-0277-1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/www/WangWCLLZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangYHYL15, author = {Senzhang Wang and Zhao Yan and Xia Hu and Philip S. Yu and Zhoujun Li}, editor = {Blai Bonet and Sven Koenig}, title = {Burst Time Prediction in Cascades}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {325--331}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9157}, doi = {10.1609/AAAI.V29I1.9157}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangYHYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/WangZZZYL15, author = {Senzhang Wang and Honghui Zhang and Jiawei Zhang and Xiaoming Zhang and Philip S. Yu and Zhoujun Li}, editor = {Matthias Renz and Cyrus Shahabi and Xiaofang Zhou and Muhammad Aamir Cheema}, title = {Inferring Diffusion Networks with Sparse Cascades by Structure Transfer}, booktitle = {Database Systems for Advanced Applications - 20th International Conference, {DASFAA} 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9049}, pages = {405--421}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18120-2\_24}, doi = {10.1007/978-3-319-18120-2\_24}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/WangZZZYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/WangHSYL15, author = {Senzhang Wang and Lifang He and Leon Stenneth and Philip S. Yu and Zhoujun Li}, editor = {Jie Bao and Christian Sengstock and Mohammed Eunus Ali and Yan Huang and Michael Gertz and Matthias Renz and Jagan Sankaranarayanan}, title = {Citywide traffic congestion estimation with social media}, booktitle = {Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015}, pages = {34:1--34:10}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2820783.2820829}, doi = {10.1145/2820783.2820829}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gis/WangHSYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/HuXLWY15, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Senzhang Wang and Philip S. Yu}, editor = {Meeyoung Cha and Cecilia Mascolo and Christian Sandvig}, title = {{CENI:} {A} Hybrid Framework for Efficiently Inferring Information Networks}, booktitle = {Proceedings of the Ninth International Conference on Web and Social Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29, 2015}, pages = {618--621}, publisher = {{AAAI} Press}, year = {2015}, url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10492}, timestamp = {Fri, 05 Feb 2021 11:07:20 +0100}, biburl = {https://dblp.org/rec/conf/icwsm/HuXLWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iri/ZhangSWKY15, author = {Jiawei Zhang and Weixiang Shao and Senzhang Wang and Xiangnan Kong and Philip S. Yu}, title = {{PNA:} Partial Network Alignment with Generic Stable Matching}, booktitle = {2015 {IEEE} International Conference on Information Reuse and Integration, {IRI} 2015, San Francisco, CA, USA, August 13-15, 2015}, pages = {166--173}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/IRI.2015.34}, doi = {10.1109/IRI.2015.34}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iri/ZhangSWKY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/ZhangLWYL15, author = {Xiaoming Zhang and Zhoujun Li and Senzhang Wang and Yang Yang and Xueqiang Lv}, editor = {Alexander G. Hauptmann and Chong{-}Wah Ngo and Xiangyang Xue and Yu{-}Gang Jiang and Cees Snoek and Nuno Vasconcelos}, title = {Location Prediction of Social Images via Generative Model}, booktitle = {Proceedings of the 5th {ACM} on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015}, pages = {275--282}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2671188.2749308}, doi = {10.1145/2671188.2749308}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mir/ZhangLWYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhanZWYX15, author = {Qianyi Zhan and Jiawei Zhang and Senzhang Wang and Philip S. Yu and Junyuan Xie}, editor = {Tru H. Cao and Ee{-}Peng Lim and Zhi{-}Hua Zhou and Tu Bao Ho and David Wai{-}Lok Cheung and Hiroshi Motoda}, title = {Influence Maximization Across Partially Aligned Heterogenous Social Networks}, booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9077}, pages = {58--69}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18038-0\_5}, doi = {10.1007/978-3-319-18038-0\_5}, timestamp = {Tue, 24 Aug 2021 17:53:57 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/ZhanZWYX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/ZhuZPYXWWH15, author = {Min Zhu and Tianchen Zhu and Zhaohui Peng and Guang Yang and Yang Xu and Senzhang Wang and Xiangwei Wang and Xiaoguang Hong}, editor = {Jian Li and Yizhou Sun}, title = {Relevance Search on Signed Heterogeneous Information Network Based on Meta-path Factorization}, booktitle = {Web-Age Information Management - 16th International Conference, {WAIM} 2015, Qingdao, China, June 8-10, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9098}, pages = {181--192}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-21042-1\_15}, doi = {10.1007/978-3-319-21042-1\_15}, timestamp = {Thu, 14 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/waim/ZhuZPYXWWH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/WangPWYLH15, author = {Qian Wang and Zhaohui Peng and Senzhang Wang and Philip S. Yu and Qingzhong Li and Xiaoguang Hong}, editor = {Jian Li and Yizhou Sun}, title = {cluTM: Content and Link Integrated Topic Model on Heterogeneous Information Networks}, booktitle = {Web-Age Information Management - 16th International Conference, {WAIM} 2015, Qingdao, China, June 8-10, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9098}, pages = {207--218}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-21042-1\_17}, doi = {10.1007/978-3-319-21042-1\_17}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waim/WangPWYLH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HuXLWY15, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Senzhang Wang and Philip S. Yu}, title = {{CENI:} a Hybrid Framework for Efficiently Inferring Information Networks}, journal = {CoRR}, volume = {abs/1503.04927}, year = {2015}, url = {http://arxiv.org/abs/1503.04927}, eprinttype = {arXiv}, eprint = {1503.04927}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuXLWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangLWYL15, author = {Xiaoming Zhang and Zhoujun Li and Senzhang Wang and Yang Yang and Xueqiang Lv}, title = {Location Prediction of Social Images via Generative Model}, journal = {CoRR}, volume = {abs/1505.03984}, year = {2015}, url = {http://arxiv.org/abs/1505.03984}, eprinttype = {arXiv}, eprint = {1505.03984}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangLWYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangSWKY15, author = {Jiawei Zhang and Weixiang Shao and Senzhang Wang and Xiangnan Kong and Philip S. Yu}, title = {Partial Network Alignment with Anchor Meta Path and Truncated Generic Stable Matching}, journal = {CoRR}, volume = {abs/1506.05164}, year = {2015}, url = {http://arxiv.org/abs/1506.05164}, eprinttype = {arXiv}, eprint = {1506.05164}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangSWKY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/WangLLZZ14, author = {Senzhang Wang and Zhoujun Li and Chunyang Liu and Xiaoming Zhang and Haijun Zhang}, title = {Training data reduction to speed up {SVM} training}, journal = {Appl. Intell.}, volume = {41}, number = {2}, pages = {405--420}, year = {2014}, url = {https://doi.org/10.1007/s10489-014-0524-2}, doi = {10.1007/S10489-014-0524-2}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/apin/WangLLZZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhangLCZW14, author = {Haijun Zhang and Zhoujun Li and Yan Chen and Xiaoming Zhang and Senzhang Wang}, editor = {Jianzhong Li and Xiaoyang Sean Wang and Minos N. Garofalakis and Ian Soboroff and Torsten Suel and Min Wang}, title = {Exploit Latent Dirichlet Allocation for One-Class Collaborative Filtering}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference on Information and Knowledge Management, {CIKM} 2014, Shanghai, China, November 3-7, 2014}, pages = {1991--1994}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2661829.2661992}, doi = {10.1145/2661829.2661992}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/ZhangLCZW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WangHYL14, author = {Senzhang Wang and Xia Hu and Philip S. Yu and Zhoujun Li}, editor = {Sofus A. Macskassy and Claudia Perlich and Jure Leskovec and Wei Wang and Rayid Ghani}, title = {MMRate: inferring multi-aspect diffusion networks with multi-pattern cascades}, booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27, 2014}, pages = {1246--1255}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2623330.2623728}, doi = {10.1145/2623330.2623728}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/WangHYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/WangWWL14, author = {Fang Wang and Zhongyuan Wang and Senzhang Wang and Zhoujun Li}, editor = {Duc Nghia Pham and Seong{-}Bae Park}, title = {Exploiting Description Knowledge for Keyphrase Extraction}, booktitle = {{PRICAI} 2014: Trends in Artificial Intelligence - 13th Pacific Rim International Conference on Artificial Intelligence, Gold Coast, QLD, Australia, December 1-5, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8862}, pages = {130--142}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-13560-1\_11}, doi = {10.1007/978-3-319-13560-1\_11}, timestamp = {Tue, 15 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pricai/WangWWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangXZLYS14, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Xinyu Shu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Future Influence Ranking of Scientific Literature}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {749--757}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.86}, doi = {10.1137/1.9781611973440.86}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangXZLYS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WangXZLYS14, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Xinyu Shu}, title = {Future Influence Ranking of Scientific Literature}, journal = {CoRR}, volume = {abs/1407.1772}, year = {2014}, url = {http://arxiv.org/abs/1407.1772}, eprinttype = {arXiv}, eprint = {1407.1772}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WangXZLYS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangZCLZX13, author = {Senzhang Wang and Xiaojian Zhao and Yan Chen and Zhoujun Li and Kai Zhang and Jiali Xia}, title = {Negative Influence Minimizing by Blocking Nodes in Social Networks}, booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence, Bellevue, Washington, USA, July 14-18, 2013}, series = {{AAAI} Technical Report}, volume = {{WS-13-17}}, publisher = {{AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7046}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangZCLZX13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cgc/WangWLZ12, author = {Senzhang Wang and Fang Wang and Zhoujun Li and Xiaoming Zhang}, editor = {Jianxun Liu and Jinjun Chen and Guandong Xu}, title = {Who are More Influential Spreaders? Users with Broader Social Circle or with More Friends?}, booktitle = {2012 Second International Conference on Cloud and Green Computing, {CGC} 2012, Xiangtan, Hunan, China, November 1-3, 2012}, pages = {586--593}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CGC.2012.79}, doi = {10.1109/CGC.2012.79}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cgc/WangWLZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/WangLZ12, author = {Senzhang Wang and Zhoujun Li and Xiaoming Zhang}, title = {Bootstrap Sampling Based Data Cleaning and Maximum Entropy SVMs for Large Datasets}, booktitle = {{IEEE} 24th International Conference on Tools with Artificial Intelligence, {ICTAI} 2012, Athens, Greece, November 7-9, 2012}, pages = {1151--1156}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICTAI.2012.164}, doi = {10.1109/ICTAI.2012.164}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/WangLZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/WangLCC12, author = {Senzhang Wang and Zhoujun Li and Wen{-}Han Chao and Qinghua Cao}, title = {Applying adaptive over-sampling technique based on data density and cost-sensitive {SVM} to imbalanced learning}, booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012}, pages = {1--8}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/IJCNN.2012.6252696}, doi = {10.1109/IJCNN.2012.6252696}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/WangLCC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.