Projection-free Distributed Online Learning in Networks. - Wenpeng Zhang 003; Peilin Zhao; Wenwu Zhu 001; Steven C. H. Hoi; Tong Zhang 001 (ICML, 2017)

Sketched Follow-The-Regularized-Leader for Online Factorization Machine. - Luo Luo; Wenpeng Zhang 003; Zhihua Zhang 004; Wenwu Zhu 001; Tong Zhang 001; Jian Pei 001 (KDD, 2018)

Online Compact Convexified Factorization Machine. - Xiao Lin 002; Wenpeng Zhang 003; Min Zhang 006; Wenwu Zhu 001; Jian Pei 001; Peilin Zhao; Junzhou Huang (WWW, 2018)

Online Compact Convexified Factorization Machine. - Wenpeng Zhang 003; Xiao Lin 002; Peilin Zhao (CoRR, 2018)

AutoML and Meta-learning for Multimedia. - Wenwu Zhu 001; Xin Wang 019; Wenpeng Zhang 003 (ACM Multimedia, 2019)

Asynchronous Decentralized Online Learning. - Jiyan Jiang; Wenpeng Zhang 003; Jinjie Gu; Wenwu Zhu 001 (NeurIPS, 2021)

A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning. - Tianchi Cai; Wenpeng Zhang 003; Lihong Gu; Xiaodong Zeng; Jinjie Gu (CoRR, 2021)

Imbalance-Aware Uplift Modeling for Observational Data. - Xuanying Chen; Zhining Liu 001; Li Yu; Liuyi Yao; Wenpeng Zhang 003; Yi Dong; Lihong Gu; Xiaodong Zeng; Yize Tan; Jinjie Gu (AAAI, 2022)

Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training. - Pengcheng Yang; Xiaoming Zhang; Wenpeng Zhang 003; Ming Yang; Hong Wei (ICLR, 2022)

On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond. - Shiji Zhou; Wenpeng Zhang 003; Jiyan Jiang; Wenliang Zhong; Jinjie Gu; Wenwu Zhu 001 (NeurIPS, 2022)

Multi-Objective Online Learning. - Jiyan Jiang; Wenpeng Zhang 003; Shiji Zhou; Lihong Gu; Xiaodong Zeng; Wenwu Zhu 001 (ICLR, 2023)

Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems. - Tianchi Cai; Shenliao Bao; Jiyan Jiang; Shiji Zhou; Wenpeng Zhang 003; Lihong Gu; Jinjie Gu; Guannan Zhang (SIGIR, 2023)

Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning. - Tianchi Cai; Jiyan Jiang; Wenpeng Zhang 003; Shiji Zhou; Xierui Song; Li Yu; Lihong Gu; Xiaodong Zeng; Jinjie Gu; Guannan Zhang (WSDM, 2023)