Chenwang Wu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Fitness Function

Genetic Algorithm Is Employed

Recommender Systems

Top Venues

World Wide Web (WWW)

IEEE Trans. Knowl. Data Eng.

Publications

Qingyang Wang, Chenwang Wu, Defu Lian, Enhong Chen
Securing Recommender System via Cooperative Training. CoRR (2024)
Zhihao Zhu, Ninglu Shao, Defu Lian, Chenwang Wu, Zheng Liu, Yi Yang, Enhong Chen
Understanding Privacy Risks of Embeddings Induced by Large Language Models. CoRR (2024)
Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Kai Zheng, Defu Lian, Enhong Chen
When large language models meet personalization: perspectives of challenges and opportunities. World Wide Web (WWW) 27 (4) (2024)
Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen
Attacking Social Media via Behavior Poisoning. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao
Boosting Factorization Machines via Saliency-Guided Mixup. IEEE Trans. Pattern Anal. Mach. Intell. 46 (6) (2024)
Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen
Attacking Social Media via Behavior Poisoning. ACM Trans. Knowl. Discov. Data 18 (7) (2024)
Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Defu Lian, Enhong Chen
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities. CoRR (2023)
Qingyang Wang, Chenwang Wu, Defu Lian, Enhong Chen
Securing recommender system via cooperative training. World Wide Web (WWW) 26 (6) (2023)
Moritz Neun, Christian Eichenberger, Henry Martin, Markus Spanring, Rahul Siripurapu, Daniel Springer, Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou, Martin Lumiste, Andrei Ilie, Xinhua Wu, Cheng Lyu, Qing-Long Lu, Vishal Mahajan, Yichao Lu, Jiezhang Li, Junjun Li, Yue-Jiao Gong, Florian Grötschla, Joël Mathys, Ye Wei, He Haitao, Hui Fang, Kevin Malm, Fei Tang, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2022 - Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors. CoRR (2023)
Leyan Deng, Chenwang Wu, Defu Lian, Yongji Wu, Enhong Chen
Markov-Driven Graph Convolutional Networks for Social Spammer Detection. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Yichang Xu, Chenwang Wu, Defu Lian
Toward Robust Recommendation via Real-time Vicinal Defense. CoRR (2023)
Zhihao Zhu, Rui Fan, Chenwang Wu, Yi Yang, Defu Lian, Enhong Chen
Model Stealing Attack against Recommender System. CoRR (2023)
Zhihao Zhu, Chenwang Wu, Rui Fan, Yi Yang, Defu Lian, Enhong Chen
Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity. CoRR (2023)
Zhihao Zhu, Chenwang Wu, Rui Fan, Defu Lian, Enhong Chen
Membership Inference Attacks Against Sequential Recommender Systems. WWW (2023)
Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen
Influence-Driven Data Poisoning for Robust Recommender Systems. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Chenwang Wu, Xiting Wang, Defu Lian, Xing Xie, Enhong Chen
A Causality Inspired Framework for Model Interpretation. KDD (2023)
Chaoqun Su, Chenwang Wu, Defu Lian
GridFormer: Spatial-Temporal Transformer Network for Citywide Crowd Flow Prediction. ECAI (2023)
Chuanbo Qin, Bin Zheng, Wanying Li, Hongbo Chen, Junying Zeng, Chenwang Wu, Shufen Liang, Jun Luo, Shuquan Zhou, Lin Xiao
MAD-Net: Multi-attention dense network for functional bone marrow segmentation. Comput. Biol. Medicine 154 (2023)
Qingyang Wang, Defu Lian, Chenwang Wu, Enhong Chen
Towards Robust Recommender Systems via Triple Cooperative Defense. CoRR (2022)
Wenjian Luo, Chenwang Wu, Li Ni, Nan Zhou, Zhenya Zhang
Detecting adversarial examples by positive and negative representations. Appl. Soft Comput. 117 (2022)
Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao
Boosting Factorization Machines via Saliency-Guided Mixup. CoRR (2022)
Qingyang Wang, Defu Lian, Chenwang Wu, Enhong Chen
Towards Robust Recommender Systems via Triple Cooperative Defense. WISE (2022)
Zhihao Zhu, Chenwang Wu, Min Zhou, Hao Liao, Defu Lian, Enhong Chen
Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation. ECML/PKDD (3) (2022)
Zhihao Zhu, Chenwang Wu, Min Zhou, Hao Liao, Defu Lian, Enhong Chen
Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation. CoRR (2022)
Leyan Deng, Defu Lian, Chenwang Wu, Enhong Chen
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy. NeurIPS (2022)
Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou
Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting. CoRR (2022)
Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen
Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD (2021)
Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen, Senchao Yuan
Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training. SIGIR (2021)
Chenwang Wu, Wenjian Luo, Nan Zhou, Peilan Xu, Tao Zhu
Genetic Algorithm with Multiple Fitness Functions for Generating Adversarial Examples. CEC (2021)
Moritz Neun, Christian Eichenberger, Henry Martin, Markus Spanring, Rahul Siripurapu, Daniel Springer, Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou, Martin Lumiste, Andrei Ilie, Xinhua Wu, Cheng Lyu, Qing-Long Lu, Vishal Mahajan, Yichao Lu, Jiezhang Li, Junjun Li, Yue-Jiao Gong, Florian Grötschla, Joël Mathys, Ye Wei, He Haitao, Hui Fang, Kevin Malm, Fei Tang, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors. NeurIPS (Competition and Demos) (2021)
Hao Jiang, Wenjian Luo, Binyao Duan, Chenwang Wu
Enhancing the privacy of negative surveys using negative combined categories. Appl. Soft Comput. 96 (2020)
Wenjian Luo, Chenwang Wu, Nan Zhou, Li Ni
Random Directional Attack for Fooling Deep Neural Networks. CoRR (2019)
Yu Chen, Youshen Xia, Chenwang Wu
A Crop-Based Multi-Branch Network for Matching Cost Computation. CISP-BMEI (2018)