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ORCIDBibTeX records: Leilei Sun
@article{DBLP:journals/kbs/YeLZZSD24,
author = {Junchen Ye and
Weimiao Li and
Zhixin Zhang and
Tongyu Zhu and
Leilei Sun and
Bowen Du},
title = {MvTS-library: An open library for deep multivariate time series forecasting},
journal = {Knowl. Based Syst.},
volume = {283},
pages = {111170},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2023.111170},
doi = {10.1016/J.KNOSYS.2023.111170},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YeLZZSD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuLSDLL24,
author = {Le Yu and
Zihang Liu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv},
title = {Continuous-Time User Preference Modelling for Temporal Sets Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1475--1488},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3309982},
doi = {10.1109/TKDE.2023.3309982},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuLSDLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZouYSDWZ24,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Event-Based Dynamic Graph Representation Learning for Patent Application
Trend Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1951--1963},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312333},
doi = {10.1109/TKDE.2023.3312333},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZouYSDWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/ZhaoLDYSX23,
author = {Jiejie Zhao and
Weifeng Lv and
Bowen Du and
Junchen Ye and
Leilei Sun and
Guixi Xiong},
title = {Deep multi-task learning with flexible and compact architecture search},
journal = {Int. J. Data Sci. Anal.},
volume = {15},
number = {2},
pages = {187--199},
year = {2023},
url = {https://doi.org/10.1007/s41060-021-00274-0},
doi = {10.1007/S41060-021-00274-0},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/ZhaoLDYSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/XuHZSDL23,
author = {Yi Xu and
Liangzhe Han and
Tongyu Zhu and
Leilei Sun and
Bowen Du and
Weifeng Lv},
title = {Generic Dynamic Graph Convolutional Network for traffic flow forecasting},
journal = {Inf. Fusion},
volume = {100},
pages = {101946},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101946},
doi = {10.1016/J.INFFUS.2023.101946},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/XuHZSDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/QiuZJSD23,
author = {Zekun Qiu and
Tongyu Zhu and
Yuhui Jin and
Leilei Sun and
Bowen Du},
title = {A graph attention fusion network for event-driven traffic speed prediction},
journal = {Inf. Sci.},
volume = {622},
pages = {405--423},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.11.168},
doi = {10.1016/J.INS.2022.11.168},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/QiuZJSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WangLHSDF23,
author = {Dongjie Wang and
Kunpeng Liu and
Yanyong Huang and
Leilei Sun and
Bowen Du and
Yanjie Fu},
title = {Automated urban planning aware spatial hierarchies and human instructions},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {3},
pages = {1337--1364},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01801-6},
doi = {10.1007/S10115-022-01801-6},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WangLHSDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/LiuZYMSD23,
author = {Mingzhe Liu and
Tongyu Zhu and
Junchen Ye and
Qingxin Meng and
Leilei Sun and
Bowen Du},
title = {Spatio-Temporal AutoEncoder for Traffic Flow Prediction},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {5},
pages = {5516--5526},
year = {2023},
url = {https://doi.org/10.1109/TITS.2023.3243913},
doi = {10.1109/TITS.2023.3243913},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/LiuZYMSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuSC23,
author = {Tianyu Zhu and
Leilei Sun and
Guoqing Chen},
title = {Embedding Disentanglement in Graph Convolutional Networks for Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {431--442},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3087791},
doi = {10.1109/TKDE.2021.3087791},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuSC23a,
author = {Tianyu Zhu and
Leilei Sun and
Guoqing Chen},
title = {Graph-Based Embedding Smoothing for Sequential Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {496--508},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3073411},
doi = {10.1109/TKDE.2021.3073411},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuSC23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuSDLLX23,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv and
Hui Xiong},
title = {Heterogeneous Graph Representation Learning With Relation Awareness},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {6},
pages = {5935--5947},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3160208},
doi = {10.1109/TKDE.2022.3160208},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuSDLLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangJJS23,
author = {Jingyuan Wang and
Jiahao Ji and
Zhe Jiang and
Leilei Sun},
title = {Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {9073--9087},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3221183},
doi = {10.1109/TKDE.2022.3221183},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangJJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuSDZL23,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Tongyu Zhu and
Weifeng Lv},
title = {Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11529--11540},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3231660},
doi = {10.1109/TKDE.2022.3231660},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuSDZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuSYCWS23,
author = {Bowen Du and
Xuanxuan Sun and
Junchen Ye and
Ke Cheng and
Jingyuan Wang and
Leilei Sun},
title = {GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted
Training Set},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {12208--12219},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3128667},
doi = {10.1109/TKDE.2021.3128667},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DuSYCWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HanZS0FZ23,
author = {Liangzhe Han and
Ruixing Zhang and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Tongyu Zhu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling},
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 = {4293--4301},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25548},
doi = {10.1609/AAAI.V37I4.25548},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HanZS0FZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangS0L23,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Weifeng Lv},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Conditional Diffusion Based on Discrete Graph Structures for Molecular
Graph Generation},
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 = {4302--4311},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25549},
doi = {10.1609/AAAI.V37I4.25549},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangS0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangWZZSF23,
author = {Dongjie Wang and
Lingfei Wu and
Denghui Zhang and
Jingbo Zhou and
Leilei Sun and
Yanjie Fu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Human-Instructed Deep Hierarchical Generative Learning for Automated
Urban Planning},
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 = {4660--4667},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25589},
doi = {10.1609/AAAI.V37I4.25589},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangWZZSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0004LZS0L23,
author = {Le Yu and
Zihang Liu and
Tongyu Zhu and
Leilei Sun and
Bowen Du and
Weifeng Lv},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Predicting Temporal Sets with Simplified Fully Connected Networks},
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 = {4835--4844},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25609},
doi = {10.1609/AAAI.V37I4.25609},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/0004LZS0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Zou0HS023,
author = {Tao Zou and
Le Yu and
Yifei Huang and
Leilei Sun and
Bowen Du},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Pretraining Language Models with Text-Attributed Heterogeneous Graphs},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {10316--10333},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.692},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.692},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Zou0HS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuHFS0F23,
author = {Mingzhe Liu and
Han Huang and
Hao Feng and
Leilei Sun and
Bowen Du and
Yanjie Fu},
title = {PriSTI: {A} Conditional Diffusion Framework for Spatiotemporal Imputation},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {1927--1939},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00150},
doi = {10.1109/ICDE55515.2023.00150},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/LiuHFS0F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YingW0SF23,
author = {Wangyang Ying and
Dongjie Wang and
Kunpeng Liu and
Leilei Sun and
Yanjie Fu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Self-optimizing Feature Generation via Categorical Hashing Representation
and Hierarchical Reinforcement Crossing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {748--757},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00084},
doi = {10.1109/ICDM58522.2023.00084},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YingW0SF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangLZSL23,
author = {Qiming Zhang and
Tianxi Liao and
Tongyu Zhu and
Leilei Sun and
Weifeng Lv},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {{PBTR:} Pre-training and Bidirectional Semantic Enhanced Trajectory
Recovery},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {XII}},
series = {Communications in Computer and Information Science},
volume = {1966},
pages = {3--16},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8148-9\_1},
doi = {10.1007/978-981-99-8148-9\_1},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/ZhangLZSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuJ0S0Z23,
author = {Xiaodong Lu and
Shuo Ji and
Le Yu and
Leilei Sun and
Bowen Du and
Tongyu Zhu},
title = {Continuous-Time Graph Learning for Cascade Popularity Prediction},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {2224--2232},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/247},
doi = {10.24963/IJCAI.2023/247},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LuJ0S0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiLLSL0023,
author = {Shuo Ji and
Xiaodong Lu and
Mingzhe Liu and
Leilei Sun and
Chuanren Liu and
Bowen Du and
Hui Xiong},
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 = {Community-based Dynamic Graph Learning for Popularity Prediction},
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 = {930--940},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599281},
doi = {10.1145/3580305.3599281},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiLLSL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/WangXHZS23,
author = {Zhaohuan Wang and
Yi Xu and
Liangzhe Han and
Tongyu Zhu and
Leilei Sun},
editor = {Zhi Jin and
Yuncheng Jiang and
Robert Andrei Buchmann and
Yaxin Bi and
Ana{-}Maria Ghiran and
Wenjun Ma},
title = {Multivariate Long-Term Traffic Forecasting with Graph Convolutional
Network and Historical Attention Mechanism},
booktitle = {Knowledge Science, Engineering and Management - 16th International
Conference, {KSEM} 2023, Guangzhou, China, August 16-18, 2023, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14120},
pages = {112--123},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40292-0\_10},
doi = {10.1007/978-3-031-40292-0\_10},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/WangXHZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/ChenXHS23,
author = {Mao Chen and
Yi Xu and
Liangzhe Han and
Leilei Sun},
editor = {Zhi Jin and
Yuncheng Jiang and
Robert Andrei Buchmann and
Yaxin Bi and
Ana{-}Maria Ghiran and
Wenjun Ma},
title = {Sampling Spatial-Temporal Attention Network for Traffic Forecasting},
booktitle = {Knowledge Science, Engineering and Management - 16th International
Conference, {KSEM} 2023, Guangzhou, China, August 16-18, 2023, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14118},
pages = {121--136},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40286-9\_11},
doi = {10.1007/978-3-031-40286-9\_11},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/ChenXHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0004S0L23,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Weifeng Lv},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Better Dynamic Graph Learning: New Architecture and Unified
Library},
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/d611019afba70d547bd595e8a4158f55-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0004S0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0008W0WZSF23,
author = {Pengfei Wang and
Daniel Wang and
Kunpeng Liu and
Dongjie Wang and
Yuanchun Zhou and
Leilei Sun and
Yanjie Fu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Hierarchical Reinforced Urban Planning: Jointly Steering Region and
Block Configurations},
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 = {343--351},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch39},
doi = {10.1137/1.9781611977653.CH39},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0008W0WZSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00427,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Weifeng Lv},
title = {Conditional Diffusion Based on Discrete Graph Structures for Molecular
Graph Generation},
journal = {CoRR},
volume = {abs/2301.00427},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00427},
doi = {10.48550/ARXIV.2301.00427},
eprinttype = {arXiv},
eprint = {2301.00427},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09746,
author = {Mingzhe Liu and
Han Huang and
Hao Feng and
Leilei Sun and
Bowen Du and
Yanjie Fu},
title = {PriSTI: {A} Conditional Diffusion Framework for Spatiotemporal Imputation},
journal = {CoRR},
volume = {abs/2302.09746},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09746},
doi = {10.48550/ARXIV.2302.09746},
eprinttype = {arXiv},
eprint = {2302.09746},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13047,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Weifeng Lv},
title = {Towards Better Dynamic Graph Learning: New Architecture and Unified
Library},
journal = {CoRR},
volume = {abs/2303.13047},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13047},
doi = {10.48550/ARXIV.2303.13047},
eprinttype = {arXiv},
eprint = {2303.13047},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12347,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Weifeng Lv},
title = {Learning Joint 2D {\&} 3D Diffusion Models for Complete Molecule
Generation},
journal = {CoRR},
volume = {abs/2305.12347},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12347},
doi = {10.48550/ARXIV.2305.12347},
eprinttype = {arXiv},
eprint = {2305.12347},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03756,
author = {Xiaodong Lu and
Shuo Ji and
Le Yu and
Leilei Sun and
Bowen Du and
Tongyu Zhu},
title = {Continuous-Time Graph Learning for Cascade Popularity Prediction},
journal = {CoRR},
volume = {abs/2306.03756},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03756},
doi = {10.48550/ARXIV.2306.03756},
eprinttype = {arXiv},
eprint = {2306.03756},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05385,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent
Classification},
journal = {CoRR},
volume = {abs/2308.05385},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05385},
doi = {10.48550/ARXIV.2308.05385},
eprinttype = {arXiv},
eprint = {2308.05385},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09780,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Event-based Dynamic Graph Representation Learning for Patent Application
Trend Prediction},
journal = {CoRR},
volume = {abs/2308.09780},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09780},
doi = {10.48550/ARXIV.2308.09780},
eprinttype = {arXiv},
eprint = {2308.09780},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11204,
author = {Zihang Liu and
Le Yu and
Tongyu Zhu and
Leilei Sun},
title = {A Simple Framework for Multi-mode Spatial-Temporal Data Modeling},
journal = {CoRR},
volume = {abs/2308.11204},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11204},
doi = {10.48550/ARXIV.2308.11204},
eprinttype = {arXiv},
eprint = {2308.11204},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04612,
author = {Wangyang Ying and
Dongjie Wang and
Kunpeng Liu and
Leilei Sun and
Yanjie Fu},
title = {Self-optimizing Feature Generation via Categorical Hashing Representation
and Hierarchical Reinforcement Crossing},
journal = {CoRR},
volume = {abs/2309.04612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04612},
doi = {10.48550/ARXIV.2309.04612},
eprinttype = {arXiv},
eprint = {2309.04612},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12580,
author = {Tao Zou and
Le Yu and
Yifei Huang and
Leilei Sun and
Bowen Du},
title = {Pretraining Language Models with Text-Attributed Heterogeneous Graphs},
journal = {CoRR},
volume = {abs/2310.12580},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12580},
doi = {10.48550/ARXIV.2310.12580},
eprinttype = {arXiv},
eprint = {2310.12580},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10471,
author = {Ruixing Zhang and
Liangzhe Han and
Leilei Sun and
Yunqi Liu and
Jibin Wang and
Weifeng Lv},
title = {Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model
Based on Human Mobility for Ubiquitous Urban Sensing},
journal = {CoRR},
volume = {abs/2311.10471},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10471},
doi = {10.48550/ARXIV.2311.10471},
eprinttype = {arXiv},
eprint = {2311.10471},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoSHQ22,
author = {Chunjing Xiao and
Leilei Sun and
Jianing Han and
Yongwei Qiao},
title = {Heterogeneous academic network embedding based multivariate random-walk
model for predicting scientific impact},
journal = {Appl. Intell.},
volume = {52},
number = {2},
pages = {2171--2188},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02468-2},
doi = {10.1007/S10489-021-02468-2},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/XiaoSHQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/DuLSZL22,
author = {Bowen Du and
Chunming Lin and
Leilei Sun and
Yangping Zhao and
Linchao Li},
title = {Response Prediction Based on Temporal and Spatial Deep Learning Model
for Intelligent Structural Health Monitoring},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {15},
pages = {13364--13375},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3141417},
doi = {10.1109/JIOT.2022.3141417},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/DuLSZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TaLHYSD22,
author = {Xuxiang Ta and
Zihan Liu and
Xiao Hu and
Le Yu and
Leilei Sun and
Bowen Du},
title = {Adaptive Spatio-temporal Graph Neural Network for traffic forecasting},
journal = {Knowl. Based Syst.},
volume = {242},
pages = {108199},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108199},
doi = {10.1016/J.KNOSYS.2022.108199},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/TaLHYSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LuLXDXSW22,
author = {Zhilong Lu and
Weifeng Lv and
Zhipu Xie and
Bowen Du and
Guixi Xiong and
Leilei Sun and
Haiquan Wang},
title = {Graph Sequence Neural Network with an Attention Mechanism for Traffic
Speed Prediction},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {2},
pages = {20:1--20:24},
year = {2022},
url = {https://doi.org/10.1145/3470889},
doi = {10.1145/3470889},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LuLXDXSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ZhangZWSTL22,
author = {Chizhan Zhang and
Fenghua Zhu and
Xiao Wang and
Leilei Sun and
Haina Tang and
Yisheng Lv},
title = {Taxi Demand Prediction Using Parallel Multi-Task Learning Model},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {2},
pages = {794--803},
year = {2022},
url = {https://doi.org/10.1109/TITS.2020.3015542},
doi = {10.1109/TITS.2020.3015542},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ZhangZWSTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/HanDLSLP22,
author = {Liangzhe Han and
Bowen Du and
Jingjing Lin and
Leilei Sun and
Xucheng Li and
Yizhou Peng},
title = {Multi-Semantic Path Representation Learning for Travel Time Estimation},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {8},
pages = {13108--13117},
year = {2022},
url = {https://doi.org/10.1109/TITS.2021.3119887},
doi = {10.1109/TITS.2021.3119887},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/HanDLSLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AnZYSJLYW22,
author = {Yang An and
Liang Zhang and
Haoyu Yang and
Leilei Sun and
Bo Jin and
Chuanren Liu and
Ruiyun Yu and
Xiaopeng Wei},
title = {Prediction of Treatment Medicines With Dual Adaptive Sequential Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {11},
pages = {5496--5509},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3052992},
doi = {10.1109/TKDE.2021.3052992},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AnZYSJLYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangWSCZY22,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Zhongzhi Chen and
Fuzhen Zhuang and
Qinghong Yang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Exploiting Global and Local Hierarchies for Hierarchical Text Classification},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4030--4039},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.268},
doi = {10.18653/V1/2022.EMNLP-MAIN.268},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangWSCZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangS0FL22,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Weifeng Lv},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {GraphGDP: Generative Diffusion Processes for Permutation Invariant
Graph Generation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {201--210},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00030},
doi = {10.1109/ICDM54844.2022.00030},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangS0FL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangHLZS22,
author = {Ruixing Zhang and
Liangzhe Han and
Boyi Liu and
Jiayuan Zeng and
Leilei Sun},
editor = {Luc De Raedt},
title = {Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination
Demand Prediction},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2383--2389},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/331},
doi = {10.24963/IJCAI.2022/331},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangHLZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanMS0FL022,
author = {Liangzhe Han and
Xiaojian Ma and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Weifeng Lv and
Hui Xiong},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Continuous-Time and Multi-Level Graph Representation Learning for
Origin-Destination Demand Prediction},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {516--524},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539273},
doi = {10.1145/3534678.3539273},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanMS0FL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YeL0SLF022,
author = {Junchen Ye and
Zihan Liu and
Bowen Du and
Leilei Sun and
Weimiao Li and
Yanjie Fu and
Hui Xiong},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning the Evolutionary and Multi-scale Graph Structure for Multivariate
Time Series Forecasting},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2296--2306},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539274},
doi = {10.1145/3534678.3539274},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YeL0SLF022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/XuS0H22,
author = {Yi Xu and
Leilei Sun and
Bowen Du and
Liangzhe Han},
editor = {G{\'{e}}rard Memmi and
Baijian Yang and
Linghe Kong and
Tianwei Zhang and
Meikang Qiu},
title = {Spatial Semantic Learning for Travel Time Estimation},
booktitle = {Knowledge Science, Engineering and Management - 15th International
Conference, {KSEM} 2022, Singapore, August 6-8, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13370},
pages = {15--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-10989-8\_2},
doi = {10.1007/978-3-031-10989-8\_2},
timestamp = {Wed, 09 Nov 2022 07:57:31 +0100},
biburl = {https://dblp.org/rec/conf/ksem/XuS0H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuWS0L22,
author = {Le Yu and
Guanghui Wu and
Leilei Sun and
Bowen Du and
Weifeng Lv},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Element-guided Temporal Graph Representation Learning for Temporal
Sets Prediction},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1902--1913},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512064},
doi = {10.1145/3485447.3512064},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YuWS0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05490,
author = {Le Yu and
Zihang Liu and
Tongyu Zhu and
Leilei Sun and
Bowen Du and
Weifeng Lv},
title = {Modelling Evolutionary and Stationary User Preferences for Temporal
Sets Prediction},
journal = {CoRR},
volume = {abs/2204.05490},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05490},
doi = {10.48550/ARXIV.2204.05490},
eprinttype = {arXiv},
eprint = {2204.05490},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02613,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Zhongzhi Chen and
Fuzhen Zhuang and
Qinghong Yang},
title = {Exploiting Global and Local Hierarchies for Hierarchical Text Classification},
journal = {CoRR},
volume = {abs/2205.02613},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02613},
doi = {10.48550/ARXIV.2205.02613},
eprinttype = {arXiv},
eprint = {2205.02613},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14593,
author = {Ruixing Zhang and
Liangzhe Han and
Boyi Liu and
Jiayuan Zeng and
Leilei Sun},
title = {Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination
Demand Prediction},
journal = {CoRR},
volume = {abs/2205.14593},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14593},
doi = {10.48550/ARXIV.2205.14593},
eprinttype = {arXiv},
eprint = {2205.14593},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15653,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Tongyu Zhu and
Weifeng Lv},
title = {Label-Enhanced Graph Neural Network for Semi-supervised Node Classification},
journal = {CoRR},
volume = {abs/2205.15653},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15653},
doi = {10.48550/ARXIV.2205.15653},
eprinttype = {arXiv},
eprint = {2205.15653},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13816,
author = {Junchen Ye and
Zihan Liu and
Bowen Du and
Leilei Sun and
Weimiao Li and
Yanjie Fu and
Hui Xiong},
title = {Learning the Evolutionary and Multi-scale Graph Structure for Multivariate
Time Series Forecasting},
journal = {CoRR},
volume = {abs/2206.13816},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13816},
doi = {10.48550/ARXIV.2206.13816},
eprinttype = {arXiv},
eprint = {2206.13816},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15005,
author = {Liangzhe Han and
Xiaojian Ma and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Weifeng Lv and
Hui Xiong},
title = {Continuous-Time and Multi-Level Graph Representation Learning for
Origin-Destination Demand Prediction},
journal = {CoRR},
volume = {abs/2206.15005},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15005},
doi = {10.48550/ARXIV.2206.15005},
eprinttype = {arXiv},
eprint = {2206.15005},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00904,
author = {Dongjie Wang and
Lingfei Wu and
Denghui Zhang and
Jingbo Zhou and
Leilei Sun and
Yanjie Fu},
title = {Human-instructed Deep Hierarchical Generative Learning for Automated
Urban Planning},
journal = {CoRR},
volume = {abs/2212.00904},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00904},
doi = {10.48550/ARXIV.2212.00904},
eprinttype = {arXiv},
eprint = {2212.00904},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01842,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Weifeng Lv},
title = {GraphGDP: Generative Diffusion Processes for Permutation Invariant
Graph Generation},
journal = {CoRR},
volume = {abs/2212.01842},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01842},
doi = {10.48550/ARXIV.2212.01842},
eprinttype = {arXiv},
eprint = {2212.01842},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/DuZHWHSG21,
author = {Bowen Du and
Zirong Zhao and
Xiao Hu and
Guanghui Wu and
Liangzhe Han and
Leilei Sun and
Qiang Gao},
title = {Landslide susceptibility prediction based on image semantic segmentation},
journal = {Comput. Geosci.},
volume = {155},
pages = {104860},
year = {2021},
url = {https://doi.org/10.1016/j.cageo.2021.104860},
doi = {10.1016/J.CAGEO.2021.104860},
timestamp = {Mon, 17 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/DuZHWHSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/DuZZYSL21,
author = {Bowen Du and
Zirong Zhao and
Jiejie Zhao and
Le Yu and
Leilei Sun and
Weifeng Lv},
title = {Modelling the epidemic dynamics of {COVID-19} with consideration of
human mobility},
journal = {Int. J. Data Sci. Anal.},
volume = {12},
number = {4},
pages = {369--382},
year = {2021},
url = {https://doi.org/10.1007/s41060-021-00271-3},
doi = {10.1007/S41060-021-00271-3},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/DuZZYSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuDHSHL21,
author = {Le Yu and
Bowen Du and
Xiao Hu and
Leilei Sun and
Liangzhe Han and
Weifeng Lv},
title = {Deep spatio-temporal graph convolutional network for traffic accident
prediction},
journal = {Neurocomputing},
volume = {423},
pages = {135--147},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.09.043},
doi = {10.1016/J.NEUCOM.2020.09.043},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YuDHSHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ShiYSWLZ21,
author = {Nannan Shi and
Le Yu and
Leilei Sun and
Lihua Wang and
Chunming Lin and
Ruixing Zhang},
title = {Deep Heterogeneous Network for Temporal Set Prediction},
journal = {Knowl. Based Syst.},
volume = {223},
pages = {107039},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107039},
doi = {10.1016/J.KNOSYS.2021.107039},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ShiYSWLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhaoDSLLX21,
author = {Jiejie Zhao and
Bowen Du and
Leilei Sun and
Weifeng Lv and
Yanchi Liu and
Hui Xiong},
title = {Deep multi-task learning with relational attention for business success
prediction},
journal = {Pattern Recognit.},
volume = {110},
pages = {107469},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2020.107469},
doi = {10.1016/J.PATCOG.2020.107469},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhaoDSLLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/DuHSLQL21,
author = {Bowen Du and
Xiao Hu and
Leilei Sun and
Junming Liu and
Yanan Qiao and
Weifeng Lv},
title = {Traffic Demand Prediction Based on Dynamic Transition Convolutional
Neural Network},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {22},
number = {2},
pages = {1237--1247},
year = {2021},
url = {https://doi.org/10.1109/TITS.2020.2966498},
doi = {10.1109/TITS.2020.2966498},
timestamp = {Mon, 17 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/DuHSLQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunLCGXX21,
author = {Leilei Sun and
Chuanren Liu and
Guoqing Chen and
Chonghui Guo and
Hui Xiong and
Yanming Xie},
title = {Automatic Treatment Regimen Design},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {11},
pages = {3494--3506},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2020.2972276},
doi = {10.1109/TKDE.2020.2972276},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunLCGXX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YeSDF021,
author = {Junchen Ye and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Hui Xiong},
title = {Coupled Layer-wise Graph Convolution for Transportation Demand Prediction},
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 = {4617--4625},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16591},
doi = {10.1609/AAAI.V35I5.16591},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YeSDF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangWSYZZ21,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Huayi Yang and
Zhengyang Zhao and
Fuzhen Zhuang},
title = {LightXML: Transformer with Dynamic Negative Sampling for High-Performance
Extreme Multi-label Text Classification},
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 = {7987--7994},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16974},
doi = {10.1609/AAAI.V35I9.16974},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangWSYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuDS21,
author = {Mingzhe Liu and
Bowen Du and
Leilei Sun},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Co-Prediction of Multimodal Transportation Demands With Self-learned
Spatial Dependence},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {824--833},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671682},
doi = {10.1109/BIGDATA52589.2021.9671682},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0JSDF21,
author = {Dongjie Wang and
Kunpeng Liu and
Pauline Johnson and
Leilei Sun and
Bowen Du and
Yanjie Fu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Deep Human-guided Conditional Variational Generative Modeling for
Automated Urban Planning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {679--688},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00079},
doi = {10.1109/ICDM51629.2021.00079},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wang0JSDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanDSFL021,
author = {Liangzhe Han and
Bowen Du and
Leilei Sun and
Yanjie Fu and
Yisheng Lv and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic
Speed Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {547--555},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467275},
doi = {10.1145/3447548.3467275},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HanDSFL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangSDLL021,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Representation Learning on Knowledge Graphs for Node Importance Estimation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {646--655},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467342},
doi = {10.1145/3447548.3467342},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuangSDLL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03305,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Huayi Yang and
Zhengyang Zhao and
Fuzhen Zhuang},
title = {LightXML: Transformer with Dynamic Negative Sampling for High-Performance
Extreme Multi-label Text Classification},
journal = {CoRR},
volume = {abs/2101.03305},
year = {2021},
url = {https://arxiv.org/abs/2101.03305},
eprinttype = {arXiv},
eprint = {2101.03305},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11122,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv and
Hui Xiong},
title = {Heterogeneous Graph Representation Learning with Relation Awareness},
journal = {CoRR},
volume = {abs/2105.11122},
year = {2021},
url = {https://arxiv.org/abs/2105.11122},
eprinttype = {arXiv},
eprint = {2105.11122},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13167,
author = {Xuyan Tan and
Yuhang Wang and
Bowen Du and
Junchen Ye and
Weizhong Chen and
Leilei Sun and
Liping Li},
title = {Analysis for full face mechanical behaviors through spatial deduction
model with real-time monitoring data},
journal = {CoRR},
volume = {abs/2109.13167},
year = {2021},
url = {https://arxiv.org/abs/2109.13167},
eprinttype = {arXiv},
eprint = {2109.13167},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07717,
author = {Dongjie Wang and
Kunpeng Liu and
Pauline Johnson and
Leilei Sun and
Bowen Du and
Yanjie Fu},
title = {Deep Human-guided Conditional Variational Generative Modeling for
Automated Urban Planning},
journal = {CoRR},
volume = {abs/2110.07717},
year = {2021},
url = {https://arxiv.org/abs/2110.07717},
eprinttype = {arXiv},
eprint = {2110.07717},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiGS20a,
author = {Yang Li and
Chonghui Guo and
Leilei Sun},
title = {Fast Clustering by Affinity Propagation Based on Density Peaks},
journal = {{IEEE} Access},
volume = {8},
pages = {138884--138897},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3012740},
doi = {10.1109/ACCESS.2020.3012740},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiGS20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangFSALWHC20,
author = {Haiquan Wang and
Jiachen Feng and
Leilei Sun and
Kaiqiang An and
Guoping Liu and
Xiang Wen and
Runbo Hu and
Hua Chai},
title = {Abnormal Trajectory Detection Based on Geospatial Consistent Modeling},
journal = {{IEEE} Access},
volume = {8},
pages = {184633--184643},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3028847},
doi = {10.1109/ACCESS.2020.3028847},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangFSALWHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ChenSGX20,
author = {Jingfeng Chen and
Leilei Sun and
Chonghui Guo and
Yanming Xie},
title = {A fusion framework to extract typical treatment patterns from electronic
medical records},
journal = {Artif. Intell. Medicine},
volume = {103},
pages = {101782},
year = {2020},
url = {https://doi.org/10.1016/j.artmed.2019.101782},
doi = {10.1016/J.ARTMED.2019.101782},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/ChenSGX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/XieDHHSL20,
author = {Zhipu Xie and
Bowen Du and
Shangfo Huang and
Bo Huang and
Leilei Sun and
Weifeng Lv},
title = {Guaranteeing differential privacy for sequence predictions in bike
sharing systems},
journal = {Concurr. Comput. Pract. Exp.},
volume = {32},
number = {19},
year = {2020},
url = {https://doi.org/10.1002/cpe.5770},
doi = {10.1002/CPE.5770},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/XieDHHSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/QiaoSX20,
author = {Yongwei Qiao and
Leilei Sun and
Chunjing Xiao},
editor = {Xin Wang and
Rui Zhang and
Young{-}Koo Lee and
Le Sun and
Yang{-}Sae Moon},
title = {High Order Semantic Relations-Based Temporal Recommendation Model
by Collaborative Knowledge Graph Learning},
booktitle = {Web and Big Data - 4th International Joint Conference, APWeb-WAIM
2020, Tianjin, China, September 18-20, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12317},
pages = {337--351},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60259-8\_25},
doi = {10.1007/978-3-030-60259-8\_25},
timestamp = {Tue, 20 Oct 2020 14:55:35 +0200},
biburl = {https://dblp.org/rec/conf/apweb/QiaoSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/XiaoSJ20,
author = {Chunjing Xiao and
Leilei Sun and
Wanlin Ji},
editor = {Xin Wang and
Rui Zhang and
Young{-}Koo Lee and
Le Sun and
Yang{-}Sae Moon},
title = {Temporal Knowledge Graph Incremental Construction Model for Recommendation},
booktitle = {Web and Big Data - 4th International Joint Conference, APWeb-WAIM
2020, Tianjin, China, September 18-20, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12317},
pages = {352--359},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60259-8\_26},
doi = {10.1007/978-3-030-60259-8\_26},
timestamp = {Mon, 19 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/XiaoSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MahdaviSZ20,
author = {Mahshad Mahdavi and
Leilei Sun and
Richard Zanibbi},
title = {Visual Parsing with Query-Driven Global Graph Attention {(QD-GGA):}
Preliminary Results for Handwritten Math Formula Recognition},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {2429--2438},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w34/Mahdavi\_Visual\_Parsing\_With\_Query-Driven\_Global\_Graph\_Attention\_QD-GGA\_Preliminary\_Results\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00293},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MahdaviSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangWZSDF20,
author = {Dongjie Wang and
Pengyang Wang and
Jingbo Zhou and
Leilei Sun and
Bowen Du and
Yanjie Fu},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Defending Water Treatment Networks: Exploiting Spatio-temporal Effects
for Cyber Attack Detection},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {32--41},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00012},
doi = {10.1109/ICDM50108.2020.00012},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangWZSDF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuSDL0L20,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Hui Xiong and
Weifeng Lv},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Predicting Temporal Sets with Deep Neural Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1083--1091},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403152},
doi = {10.1145/3394486.3403152},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YuSDL0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SunBDL0L20,
author = {Leilei Sun and
Yansong Bai and
Bowen Du and
Chuanren Liu and
Hui Xiong and
Weifeng Lv},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Dual Sequential Network for Temporal Sets Prediction},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1439--1448},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401124},
doi = {10.1145/3397271.3401124},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/SunBDL0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11483,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Hui Xiong and
Weifeng Lv},
title = {Predicting Temporal Sets with Deep Neural Networks},
journal = {CoRR},
volume = {abs/2006.11483},
year = {2020},
url = {https://arxiv.org/abs/2006.11483},
eprinttype = {arXiv},
eprint = {2006.11483},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12618,
author = {Dongjie Wang and
Pengyang Wang and
Jingbo Zhou and
Leilei Sun and
Bowen Du and
Yanjie Fu},
title = {Defending Water Treatment Networks: Exploiting Spatio-temporal Effects
for Cyber Attack Detection},
journal = {CoRR},
volume = {abs/2008.12618},
year = {2020},
url = {https://arxiv.org/abs/2008.12618},
eprinttype = {arXiv},
eprint = {2008.12618},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08080,
author = {Junchen Ye and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Hui Xiong},
title = {Coupled Layer-wise Graph Convolution for Transportation Demand Prediction},
journal = {CoRR},
volume = {abs/2012.08080},
year = {2020},
url = {https://arxiv.org/abs/2012.08080},
eprinttype = {arXiv},
eprint = {2012.08080},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14722,
author = {Le Yu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv and
Hui Xiong},
title = {Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning},
journal = {CoRR},
volume = {abs/2012.14722},
year = {2020},
url = {https://arxiv.org/abs/2012.14722},
eprinttype = {arXiv},
eprint = {2012.14722},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XiaoXSXZ19,
author = {Chunjing Xiao and
Kewen Xia and
Leilei Sun and
Cong Xie and
Yuxiang Zhang},
title = {{CCSMR:} {A} Combinatorial Category Space-Based Model for Recommendation},
journal = {{IEEE} Access},
volume = {7},
pages = {124502--124513},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2933028},
doi = {10.1109/ACCESS.2019.2933028},
timestamp = {Fri, 23 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/XiaoXSXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangWSD19,
author = {Haiquan Wang and
Xin Wu and
Leilei Sun and
Bowen Du},
title = {Passenger Behavior Prediction With Semantic and Multi-Pattern {LSTM}
Model},
journal = {{IEEE} Access},
volume = {7},
pages = {157873--157882},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2950370},
doi = {10.1109/ACCESS.2019.2950370},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangWSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SunJYTLX19,
author = {Leilei Sun and
Bo Jin and
Haoyu Yang and
Jianing Tong and
Chuanren Liu and
Hui Xiong},
title = {Unsupervised {EEG} feature extraction based on echo state network},
journal = {Inf. Sci.},
volume = {475},
pages = {1--17},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.09.057},
doi = {10.1016/J.INS.2018.09.057},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/SunJYTLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/WeiGCTS19,
author = {Wei Wei and
Chonghui Guo and
Jingfeng Chen and
Lin Tang and
Leilei Sun},
title = {{CCODM:} conditional co-occurrence degree matrix document representation
method},
journal = {Soft Comput.},
volume = {23},
number = {4},
pages = {1239--1255},
year = {2019},
url = {https://doi.org/10.1007/s00500-017-2844-8},
doi = {10.1007/S00500-017-2844-8},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/WeiGCTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/MaZDDS19,
author = {Xiaolei Ma and
Jiyu Zhang and
Bowen Du and
Chuan Ding and
Leilei Sun},
title = {Parallel Architecture of Convolutional Bi-Directional {LSTM} Neural
Networks for Network-Wide Metro Ridership Prediction},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {20},
number = {6},
pages = {2278--2288},
year = {2019},
url = {https://doi.org/10.1109/TITS.2018.2867042},
doi = {10.1109/TITS.2018.2867042},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/MaZDDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YeSDFTX19,
author = {Junchen Ye and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Xinran Tong and
Hui Xiong},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal
Neural Network},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {305--313},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330887},
doi = {10.1145/3292500.3330887},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YeSDFTX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoDSZLX19,
author = {Jiejie Zhao and
Bowen Du and
Leilei Sun and
Fuzhen Zhuang and
Weifeng Lv and
Hui Xiong},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Multiple Relational Attention Network for Multi-task Learning},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1123--1131},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330861},
doi = {10.1145/3292500.3330861},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoDSZLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/DuQZSLH19,
author = {Bowen Du and
Yanan Qiao and
Jiejie Zhao and
Leilei Sun and
Weifeng Lv and
Runhe Huang},
title = {Urban Micro-Circulation Bus Planning Based on Temporal and Spatial
Travel Demand},
booktitle = {2019 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019, Leicester,
United Kingdom, August 19-23, 2019},
pages = {981--988},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00193},
doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-IOP-SCI.2019.00193},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/DuQZSLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/YuDHSLH19,
author = {Le Yu and
Bowen Du and
Xiao Hu and
Leilei Sun and
Weifeng Lv and
Runhe Huang},
title = {Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis},
booktitle = {2019 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019, Leicester,
United Kingdom, August 19-23, 2019},
pages = {995--1002},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00195},
doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-IOP-SCI.2019.00195},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uic/YuDHSLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ChenSGWX18,
author = {Jingfeng Chen and
Leilei Sun and
Chonghui Guo and
Wei Wei and
Yanming Xie},
title = {A data-driven framework of typical treatment process extraction and
evaluation},
journal = {J. Biomed. Informatics},
volume = {83},
pages = {178--195},
year = {2018},
url = {https://doi.org/10.1016/j.jbi.2018.06.004},
doi = {10.1016/J.JBI.2018.06.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ChenSGWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iukm/GuoNSC18,
author = {Chonghui Guo and
Zhenna Na and
Leilei Sun and
Xiaoguang Chen},
editor = {Van{-}Nam Huynh and
Masahiro Inuiguchi and
Dang Hung Tran and
Thierry Denoeux},
title = {An Efficient Clustering Algorithm Based on Grid Density and its Application
in Human Mobility Analysis},
booktitle = {Integrated Uncertainty in Knowledge Modelling and Decision Making
- 6th International Symposium, {IUKM} 2018, Hanoi, Vietnam, March
15-17, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10758},
pages = {87--100},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-75429-1\_8},
doi = {10.1007/978-3-319-75429-1\_8},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iukm/GuoNSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001YSLQT18,
author = {Bo Jin and
Haoyu Yang and
Leilei Sun and
Chuanren Liu and
Yue Qu and
Jianing Tong},
editor = {Yike Guo and
Faisal Farooq},
title = {A Treatment Engine by Predicting Next-Period Prescriptions},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1608--1616},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220095},
doi = {10.1145/3219819.3220095},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001YSLQT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/YuZZS17,
author = {Wenyu Yu and
Zhen Zhang and
Qiuyan Zhong and
Leilei Sun},
title = {Extended {TODIM} for multi-criteria group decision making based on
unbalanced hesitant fuzzy linguistic term sets},
journal = {Comput. Ind. Eng.},
volume = {114},
pages = {316--328},
year = {2017},
url = {https://doi.org/10.1016/j.cie.2017.10.029},
doi = {10.1016/J.CIE.2017.10.029},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/YuZZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/SunGLX17,
author = {Leilei Sun and
Chonghui Guo and
Chuanren Liu and
Hui Xiong},
title = {Fast affinity propagation clustering based on incomplete similarity
matrix},
journal = {Knowl. Inf. Syst.},
volume = {51},
number = {3},
pages = {941--963},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-0996-y},
doi = {10.1007/S10115-016-0996-Y},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/SunGLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuFMRSX17,
author = {Junming Liu and
Yanjie Fu and
Jingci Ming and
Yong Ren and
Leilei Sun and
Hui Xiong},
title = {Effective and Real-time In-App Activity Analysis in Encrypted Internet
Traffic Streams},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {335--344},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098049},
doi = {10.1145/3097983.3098049},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuFMRSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuSLMLX17,
author = {Junming Liu and
Leilei Sun and
Qiao Li and
Jingci Ming and
Yanchi Liu and
Hui Xiong},
title = {Functional Zone Based Hierarchical Demand Prediction For Bike System
Expansion},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {957--966},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098180},
doi = {10.1145/3097983.3098180},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuSLMLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangDSZFXBM17,
author = {Sen Yang and
Xin Dong and
Leilei Sun and
Yichen Zhou and
Richard A. Farneth and
Hui Xiong and
Randall S. Burd and
Ivan Marsic},
title = {A Data-driven Process Recommender Framework},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {2111--2120},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098174},
doi = {10.1145/3097983.3098174},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangDSZFXBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/LuYSLXG16,
author = {Xinjiang Lu and
Zhiwen Yu and
Leilei Sun and
Chuanren Liu and
Hui Xiong and
Chu Guan},
editor = {Paul Lukowicz and
Antonio Kr{\"{u}}ger and
Andreas Bulling and
Youn{-}Kyung Lim and
Shwetak N. Patel},
title = {Characterizing the life cycle of point of interests using human mobility
patterns},
booktitle = {Proceedings of the 2016 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September
12-16, 2016},
pages = {1052--1063},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2971648.2971749},
doi = {10.1145/2971648.2971749},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/LuYSLXG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuSCX16,
author = {Junming Liu and
Leilei Sun and
Weiwei Chen and
Hui Xiong},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Rebalancing Bike Sharing Systems: {A} Multi-source Data Smart Optimization},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1005--1014},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939776},
doi = {10.1145/2939672.2939776},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuSCX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunLGXX16,
author = {Leilei Sun and
Chuanren Liu and
Chonghui Guo and
Hui Xiong and
Yanming Xie},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Data-driven Automatic Treatment Regimen Development and Recommendation},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1865--1874},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939866},
doi = {10.1145/2939672.2939866},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SunLGXX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunG14,
author = {Leilei Sun and
Chonghui Guo},
title = {Incremental Affinity Propagation Clustering Based on Message Passing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {11},
pages = {2731--2744},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2014.2310215},
doi = {10.1109/TKDE.2014.2310215},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdim/LiSL13,
author = {Xiaopeng Li and
Leilei Sun and
Yonghong Liu},
title = {High Points Recognition Method of Scraped Surface Based on Background
Subtraction},
journal = {J. Digit. Inf. Manag.},
volume = {11},
number = {2},
pages = {115--119},
year = {2013},
url = {http://dline.info/fpaper/jdim/v11i2/5.pdf},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdim/LiSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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