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ORCIDWenwu Zhu 0001
Person information
- affiliation: Tsinghua University, Department of Computer Science, Beijing, China
Other persons with the same name
- Wenwu Zhu 0002 — Shanghai Normal University, Urban Ecology and Environment Research Center
- Wenwu Zhu 0003 — Strasbourg University Hospital, Research Institute against Digestive Cancer (IRCAD)
- Wenwu Zhu 0004
![[0000-0001-7368-7323]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-7368-7323")
— Hefei University of Technology, China - Wenwu Zhu 0005 — Dalian University of Technology, School of Optoelectronic Engineering and Instrumentation Science, China (and 1 more)
- Wenwu Zhu 0006 — Anhui Technical College of Mechanical and Electrical Engineering, Department of Electrical Engineering, Wuhu, China
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2020 – today
- 2023
[j141]Zhi Wang, Jiangchuan Liu, Wenwu Zhu:
Edge Intelligence-Empowered Immersive Media. IEEE Multim. 30(2): 8-17 (2023)- [j140]Xin Wang, Hong Chen, Yuwei Zhou, Jianxin Ma, Wenwu Zhu:
Disentangled Representation Learning for Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 408-424 (2023) - [j139]Xuguang Duan, Xin Wang, Peilin Zhao, Guangyao Shen, Wenwu Zhu:
DeepLogic: Joint Learning of Neural Perception and Logical Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4321-4334 (2023) - [j138]Heng Chang, Jun Guo, Wenwu Zhu:
Rethinking Embedded Unsupervised Feature Selection: A Simple Joint Approach. IEEE Trans. Big Data 9(1): 380-387 (2023) - [j137]Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu:
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs. IEEE Trans. Knowl. Data Eng. 35(3): 2544-2555 (2023) - [j136]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Xin Wang, Wenwu Zhu, Junzhou Huang:
Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge. IEEE Trans. Knowl. Data Eng. 35(5): 4499-4513 (2023) - [j135]Ziwei Zhang, Chenhao Niu, Peng Cui, Jian Pei, Bo Zhang, Wenwu Zhu:
Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing. IEEE Trans. Knowl. Data Eng. 35(6): 6182-6193 (2023) - [j134]Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu:
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network. IEEE Trans. Knowl. Data Eng. 35(7): 7328-7340 (2023) - [j133]Haoyang Li, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Disentangled Graph Contrastive Learning With Independence Promotion. IEEE Trans. Knowl. Data Eng. 35(8): 7856-7869 (2023) - [j132]Shiji Zhou, Zhi Wang, Chenghao Hu, Yinan Mao, Haopeng Yan, Shanghang Zhang, Chuan Wu, Wenwu Zhu:
Caching in Dynamic Environments: A Near-Optimal Online Learning Approach. IEEE Trans. Multim. 25: 792-804 (2023) - [j131]Xiaohan Lan, Yitian Yuan, Xin Wang, Zhi Wang, Wenwu Zhu:
A Survey on Temporal Sentence Grounding in Videos. ACM Trans. Multim. Comput. Commun. Appl. 19(2): 51:1-51:33 (2023) - [j130]Xuanrong Yao, Xin Wang, Yue Liu, Wenwu Zhu:
Continual Recognition with Adaptive Memory Update. ACM Trans. Multim. Comput. Commun. Appl. 19(3s): 134:1-134:15 (2023) - [j129]Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma, Wenwu Zhu:
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 218:1-218:23 (2023) - [c256]Xiaohan Lan, Yitian Yuan, Hong Chen, Xin Wang, Zequn Jie, Lin Ma, Zhi Wang, Wenwu Zhu:
Curriculum Multi-Negative Augmentation for Debiased Video Grounding. AAAI 2023: 1213-1221 - [c255]Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu:
Dynamic Heterogeneous Graph Attention Neural Architecture Search. AAAI 2023: 11307-11315 - [c254]Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu:
Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level. CVPR 2023: 7826-7835 - [c253]Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu:
Adversarially Robust Neural Architecture Search for Graph Neural Networks. CVPR 2023: 8143-8152 - [c252]Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu:
Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract). ICDE 2023: 3759-3760 - [c251]Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Lihong Gu, Xiaodong Zeng, Wenwu Zhu:
Multi-Objective Online Learning. ICLR 2023 - [c250]Zizhao Zhang, Xin Wang, Chaoyu Guan, Ziwei Zhang, Haoyang Li, Wenwu Zhu:
AutoGT: Automated Graph Transformer Architecture Search. ICLR 2023 - [c249]Xu Chu, Yujie Jin, Xin Wang, Shanghang Zhang, Yasha Wang, Wenwu Zhu, Hong Mei:
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks. ICML 2023: 6158-6184 - [c248]Xin Wang, Zirui Pan, Yuwei Zhou, Hong Chen, Chendi Ge, Wenwu Zhu:
Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation. ICML 2023: 36174-36192 - [c247]Haoyang Li, Xin Wang, Wenwu Zhu:
Curriculum Graph Machine Learning: A Survey. IJCAI 2023: 6674-6682 - [c246]Yinan Mao, Shiji Zhou, Haochen Liu, Zhi Wang, Wenwu Zhu:
Dynamic Edge Caching via Online Meta-RL. IJCNN 2023: 1-10 - [c245]Yipeng Zhang, Xin Wang, Hong Chen, Wenwu Zhu:
Adaptive Disentangled Transformer for Sequential Recommendation. KDD 2023: 3434-3445 - [c244]Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu:
Tutorials at The Web Conference 2023. WWW (Companion Volume) 2023: 648-658 - [c243]Hong Chen, Xin Wang, Ruobing Xie, Yuwei Zhou, Wenwu Zhu:
Cross-domain Recommendation with Behavioral Importance Perception. WWW 2023: 1294-1304 - [c242]Xin Wang, Yue Liu, Jiapei Fan, Weigao Wen, Hui Xue, Wenwu Zhu:
Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization. WWW 2023: 1519-1527 - [i64]Haoyang Li, Xin Wang, Wenwu Zhu:
Curriculum Graph Machine Learning: A Survey. CoRR abs/2302.02926 (2023) - [i63]Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu:
Adversarially Robust Neural Architecture Search for Graph Neural Networks. CoRR abs/2304.04168 (2023) - [i62]Hong Chen, Yipeng Zhang, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu:
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation. CoRR abs/2305.03374 (2023) - [i61]Chen Zhu, Liang Du, Xin Wang, Wenwu Zhu:
DELTA: Direct Embedding Enhancement and Leverage Truncated Conscious Attention for Recommendation System. CoRR abs/2305.04891 (2023) - [i60]Xinyu Ma, Xu Chu, Yasha Wang, Yang Lin, Junfeng Zhao, Liantao Ma, Wenwu Zhu:
Graph Interpolation via Fast Fused-Gromovization. CoRR abs/2306.15963 (2023) - [i59]Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu:
Large Graph Models: A Perspective. CoRR abs/2308.14522 (2023) - 2022
- [b3]Qi Wu, Peng Wang, Xin Wang, Xiaodong He, Wenwu Zhu:
Visual Question Answering - From Theory to Application. Advances in Computer Vision and Pattern Recognition, Springer 2022, ISBN 978-981-19-0963-4, pp. 1-236 - [j128]Wenwu Zhu, Xin Wang, Pengtao Xie:
Self-directed machine learning. AI Open 3: 58-70 (2022) - [j127]Yadong Ding, Yu Wu, Chengyue Huang, Siliang Tang, Fei Wu, Yi Yang, Wenwu Zhu, Yueting Zhuang:
NAP: Neural architecture search with pruning. Neurocomputing 477: 85-95 (2022) - [j126]Yitian Yuan, Lin Ma, Jingwen Wang, Wei Liu, Wenwu Zhu:
Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2725-2741 (2022) - [j125]Xin Wang, Yudong Chen, Wenwu Zhu:
A Survey on Curriculum Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4555-4576 (2022) - [j124]Yitian Yuan, Lin Ma, Wenwu Zhu:
Syntax Customized Video Captioning by Imitating Exemplar Sentences. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 10209-10221 (2022) - [j123]Ziwei Zhang, Peng Cui, Wenwu Zhu:
Deep Learning on Graphs: A Survey. IEEE Trans. Knowl. Data Eng. 34(1): 249-270 (2022) - [j122]Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu:
Intention-Aware Sequential Recommendation With Structured Intent Transition. IEEE Trans. Knowl. Data Eng. 34(11): 5403-5414 (2022) - [j121]Shiji Zhou, Lianzhe Wang, Shanghang Zhang, Zhi Wang, Wenwu Zhu:
Active Gradual Domain Adaptation: Dataset and Approach. IEEE Trans. Multim. 24: 1210-1220 (2022) - [c241]Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum. AAAI 2022: 9136-9144 - [c240]Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu:
Online Continual Adaptation with Active Self-Training. AISTATS 2022: 8852-8883 - [c239]Fang Shen, Zhan Li, Bing Pan, Ziwei Zhang, Jialong Wang, Wendy Zhao, Xin Wang, Wenwu Zhu:
Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center. DASFAA (3) 2022: 481-492 - [c238]Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Wen Ji, Yaowei Wang, Wenwu Zhu:
Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance. ECCV (11) 2022: 259-275 - [c237]Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu:
NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. Meta-Knowledge Transfer @ ECML/PKDD 2022: 24-37 - [c236]Lili Jiang, Lifeng Sun, Wenwu Zhu:
Distance-aware Multi-Agent Reinforcement Learning for Task Offloading in MEC Network. HPCC/DSS/SmartCity/DependSys 2022: 420-427 - [c235]Hong Chen, Xin Wang, Chaoyu Guan, Yue Liu, Wenwu Zhu:
Auxiliary Learning with Joint Task and Data Scheduling. ICML 2022: 3634-3647 - [c234]Xu Chu, Yujie Jin, Wenwu Zhu, Yasha Wang, Xin Wang, Shanghang Zhang, Hong Mei:
DNA: Domain Generalization with Diversified Neural Averaging. ICML 2022: 4010-4034 - [c233]Xuguang Duan, Xin Wang, Ziwei Zhang, Wenwu Zhu:
Parametric Visual Program Induction with Function Modularization. ICML 2022: 5643-5658 - [c232]Chaoyu Guan, Xin Wang, Hong Chen, Ziwei Zhang, Wenwu Zhu:
Large-Scale Graph Neural Architecture Search. ICML 2022: 7968-7981 - [c231]Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu:
Graph Neural Architecture Search Under Distribution Shifts. ICML 2022: 18083-18095 - [c230]Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu:
Domain Generalization through the Lens of Angular Invariance. IJCAI 2022: 995-1001 - [c229]Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu:
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. KDD 2022: 3458-3467 - [c228]Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu:
Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach. ACM Multimedia 2022: 2899-2908 - [c227]Pinci Yang, Xin Wang, Xuguang Duan, Hong Chen, Runze Hou, Cong Jin, Wenwu Zhu:
AVQA: A Dataset for Audio-Visual Question Answering on Videos. ACM Multimedia 2022: 3480-3491 - [c226]Meng Sun, Ju Ren, Xin Wang, Wenwu Zhu, Yaoxue Zhang:
FastPR: One-stage Semantic Person Retrieval via Self-supervised Learning. ACM Multimedia 2022: 3628-3636 - [c225]Zi Qian, Xin Wang, Xuguang Duan, Hong Chen, Wenwu Zhu:
Dynamic Spatio-Temporal Modular Network for Video Question Answering. ACM Multimedia 2022: 4466-4477 - [c224]Yuwei Zhou, Xin Wang, Hong Chen, Xuguang Duan, Chaoyu Guan, Wenwu Zhu:
Curriculum-NAS: Curriculum Weight-Sharing Neural Architecture Search. ACM Multimedia 2022: 6792-6801 - [c223]Yuwei Zhou, Hong Chen, Zirui Pan, Chuanhao Yan, Fanqi Lin, Xin Wang, Wenwu Zhu:
CurML: A Curriculum Machine Learning Library. ACM Multimedia 2022: 7359-7363 - [c222]Xin Wang, Xiaohan Lan, Wenwu Zhu:
Video Grounding and Its Generalization. ACM Multimedia 2022: 7377-7379 - [c221]Zhaoliang He, Yuan Wang, Chen Tang, Zhi Wang, Wenwu Zhu, Chenyang Guo, Zhibo Chen:
AdaConfigure: Reinforcement Learning-Based Adaptive Configuration for Video Analytics Services. MMM (1) 2022: 245-257 - [c220]Hong Chen, Xin Wang, Yue Liu, Yuwei Zhou, Chaoyu Guan, Wenwu Zhu:
Module-Aware Optimization for Auxiliary Learning. NeurIPS 2022 - [c219]Haoyang Li, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Learning Invariant Graph Representations for Out-of-Distribution Generalization. NeurIPS 2022 - [c218]Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu:
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. NeurIPS 2022 - [c217]Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Zhou Qin, Wenwu Zhu:
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift. NeurIPS 2022 - [c216]Shiji Zhou, Wenpeng Zhang, Jiyan Jiang, Wenliang Zhong, Jinjie Gu, Wenwu Zhu:
On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond. NeurIPS 2022 - [c215]Xinjie Yuan, Mingzhou Wu, Zhi Wang, Yifei Zhu, Ming Ma, Junjian Guo, Zhi-Li Zhang, Wenwu Zhu:
Understanding 5G performance for real-world services: a content provider's perspective. SIGCOMM 2022: 101-113 - [c214]Jie Cai, Xin Wang, Chaoyu Guan, Yateng Tang, Jin Xu, Bin Zhong, Wenwu Zhu:
Multimodal Continual Graph Learning with Neural Architecture Search. WWW 2022: 1292-1300 - [i58]Xin Wang, Ziwei Zhang, Wenwu Zhu:
Automated Graph Machine Learning: Approaches, Libraries and Directions. CoRR abs/2201.01288 (2022) - [i57]Wenwu Zhu, Xin Wang, Pengtao Xie:
Self-directed Machine Learning. CoRR abs/2201.01289 (2022) - [i56]Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu:
Out-Of-Distribution Generalization on Graphs: A Survey. CoRR abs/2202.07987 (2022) - [i55]Yuan Wang, Wei Zhuo, Yucong Li, Zhi Wang, Qi Ju, Wenwu Zhu:
Fully Self-Supervised Learning for Semantic Segmentation. CoRR abs/2202.11981 (2022) - [i54]Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma, Wenwu Zhu:
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach. CoRR abs/2203.05243 (2022) - [i53]Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Yaowei Wang, Wen Ji, Wenwu Zhu:
Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance. CoRR abs/2203.08368 (2022) - [i52]Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum. CoRR abs/2204.03236 (2022) - [i51]Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu:
Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach. CoRR abs/2204.09992 (2022) - [i50]Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester:
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions. CoRR abs/2206.07579 (2022) - [i49]Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu:
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. CoRR abs/2206.09166 (2022) - [i48]Beini Xie, Heng Chang, Xin Wang, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu:
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification. CoRR abs/2208.06651 (2022) - [i47]Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu:
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results. CoRR abs/2208.14686 (2022) - [i46]Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu:
Domain Generalization through the Lens of Angular Invariance. CoRR abs/2210.15836 (2022) - [i45]Xin Wang, Hong Chen, Si'ao Tang, Zihao Wu, Wenwu Zhu:
Disentangled Representation Learning. CoRR abs/2211.11695 (2022) - 2021
- [b2]Wenwu Zhu, Xin Wang:
Automated Machine Learning and Meta-Learning for Multimedia. Springer 2021, ISBN 978-3-030-88131-3, pp. 1-224 - [j120]Jill M. Boyce, Jianle Chen, Shan Liu, Jens-Rainer Ohm, Gary J. Sullivan, Thomas Wiegand, Yan Ye, Wenwu Zhu:
Guest Editorial Introduction to the Special Section on the VVC Standard. IEEE Trans. Circuits Syst. Video Technol. 31(10): 3731-3735 (2021) - [j119]Zhaoliang He, Hongshan Li, Zhi Wang, Shutao Xia, Wenwu Zhu:
Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 118:1-118:23 (2021) - [c213]Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu:
MetaDelta: A Meta-Learning System for Few-shot Image Classification. MetaDL@AAAI 2021: 17-28 - [c212]Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi:
Power up! Robust Graph Convolutional Network via Graph Powering. AAAI 2021: 8004-8012 - [c211]Yue Liu, Xin Wang, Xue Xu, Jianbo Yang, Wenwu Zhu:
Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling. CIKM 2021: 1109-1118 - [c210]Ke Tu, Peng Cui, Daixin Wang, Zhiqiang Zhang, Jun Zhou, Yuan Qi, Wenwu Zhu:
Conditional Graph Attention Networks for Distilling and Refining Knowledge Graphs in Recommendation. CIKM 2021: 1834-1843 - [c209]Zhikun Wei, Xin Wang, Wenwu Zhu:
AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction. CIKM 2021: 2101-2110 - [c208]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu:
Spectral Graph Attention Network with Fast Eigen-approximation. CIKM 2021: 2905-2909 - [c207]Yijian Qin, Xin Wang, Peng Cui, Wenwu Zhu:
GQNAS: Graph Q Network for Neural Architecture Search. ICDM 2021: 1288-1293 - [c206]Xin Wang, Hong Chen, Wenwu Zhu:
Multimodal Disentangled Representation for Recommendation. ICME 2021: 1-6 - [c205]Haopeng Yan, Zeming Chen, Zhi Wang, Wenwu Zhu:
DRL-Based Collaborative Edge Content Replication with Popularity Distillation. ICME 2021: 1-6 - [c204]Chaoyu Guan, Xin Wang, Wenwu Zhu:
AutoAttend: Automated Attention Representation Search. ICML 2021: 3864-3874 - [c203]Xin Wang, Shuyi Fan, Kun Kuang, Wenwu Zhu:
Explainable Automated Graph Representation Learning with Hyperparameter Importance. ICML 2021: 10727-10737 - [c202]Yuan Wang, Zhaoliang He, Chen Tang, Zhi Wang, Wenwu Zhu:
An Adaptive Logarithm Quantization Method for DNN Compression. ICONIP (5) 2021: 352-359 - [c201]Ziwei Zhang, Xin Wang, Wenwu Zhu:
Automated Machine Learning on Graphs: A Survey. IJCAI 2021: 4704-4712 - [c200]Jiadong Li, Wang Pan, Qipu Deng, Zhi Wang, Wenwu Zhu:
STG-Meta: Spatial-Temporal Graph Meta-Learning for Traffic Forecasting. IJCNN 2021: 1-8 - [c199]Wang Pan, Qipu Deng, Jiadong Li, Zhi Wang, Wenwu Zhu:
STSIR: A Spatial Temporal Pandemic Model with Mobility Data - A COVID-19 Study. IJCNN 2021: 1-8 - [c198]Jiahui Ye, Zichun Li, Zhi Wang, Zhuobin Zheng, Han Hu, Wenwu Zhu:
Joint Cache Size Scaling and Replacement Adaptation for Small Content Providers. INFOCOM 2021: 1-10 - [c197]Haoxin Liu, Ziwei Zhang, Peng Cui, Yafeng Zhang, Qiang Cui, Jiashuo Liu, Wenwu Zhu:
Signed Graph Neural Network with Latent Groups. KDD 2021: 1066-1075 - [c196]Yudong Chen, Xin Wang, Miao Fan, Jizhou Huang, Shengwen Yang, Wenwu Zhu:
Curriculum Meta-Learning for Next POI Recommendation. KDD 2021: 2692-2702 - [c195]Xin Wang, Wenwu Zhu:
Automated Machine Learning on Graph. KDD 2021: 4082-4083 - [c194]Yitian Yuan, Xiaohan Lan, Xin Wang, Long Chen, Zhi Wang, Wenwu Zhu:
A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric. HUMA @ ACM Multimedia 2021: 13-21 - [c193]Xin Wang, Peng Cui, Wenwu Zhu:
Out-of-distribution Generalization and Its Applications for Multimedia. ACM Multimedia 2021: 5681-5682 - [c192]Shengze Yu, Xin Wang, Wenwu Zhu:
CFCR: A Convolution and Fusion Model for Cross-platform Recommendation. MMAsia 2021: 65:1-65:6 - [c191]Adrian El Baz, Ihsan Ullah, Edesio Alcobaça, André C. P. L. F. de Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Chaoyu Guan, Isabelle Guyon, Timothy M. Hospedales, Shell Hu, Mike Huisman, Frank Hutter, Zhengying Liu, Felix Mohr, Ekrem Öztürk, Jan N. van Rijn, Haozhe Sun, Xin Wang, Wenwu Zhu:
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. NeurIPS (Competition and Demos) 2021: 80-96 - [c190]Yijian Qin, Xin Wang, Zeyang Zhang,