Wenpeng Zhang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Recommender Systems

Reinforcement Learning

Matrix Factorization

Top Venues

Publications

Tianchi Cai, Shenliao Bao, Jiyan Jiang, Shiji Zhou, Wenpeng Zhang, Lihong Gu, Jinjie Gu, Guannan Zhang
Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems. CoRR (2023)
Tianchi Cai, Shenliao Bao, Jiyan Jiang, Shiji Zhou, Wenpeng Zhang, Lihong Gu, Jinjie Gu, Guannan Zhang
Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems. SIGIR (2023)
Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Lihong Gu, Xiaodong Zeng, Wenwu Zhu
Multi-Objective Online Learning. ICLR (2023)
Tianchi Cai, Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Xierui Song, Li Yu, Lihong Gu, Xiaodong Zeng, Jinjie Gu, Guannan Zhang
Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning. CoRR (2023)
Tianchi Cai, Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Xierui Song, Li Yu, Lihong Gu, Xiaodong Zeng, Jinjie Gu, Guannan Zhang
Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning. WSDM (2023)
PengCheng Yang, Xiaoming Zhang, Wenpeng Zhang, Ming Yang, Hong Wei
Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training. ICLR (2022)
Xuanying Chen, Zhining Liu, Li Yu, Liuyi Yao, Wenpeng Zhang, Yi Dong, Lihong Gu, Xiaodong Zeng, Yize Tan, Jinjie Gu
Imbalance-Aware Uplift Modeling for Observational Data. AAAI (2022)
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)
Jiyan Jiang, Wenpeng Zhang, Jinjie Gu, Wenwu Zhu
Asynchronous Decentralized Online Learning. NeurIPS (2021)
Wenwu Zhu, Xin Wang, Wenpeng Zhang
AutoML and Meta-learning for Multimedia. ACM Multimedia (2019)
Wenpeng Zhang, Xiao Lin, Peilin Zhao
Online Compact Convexified Factorization Machine. CoRR (2018)
Luo Luo, Wenpeng Zhang, Zhihua Zhang, Wenwu Zhu, Tong Zhang, Jian Pei
Sketched Follow-The-Regularized-Leader for Online Factorization Machine. KDD (2018)
Xiao Lin, Wenpeng Zhang, Min Zhang, Wenwu Zhu, Jian Pei, Peilin Zhao, Junzhou Huang
Online Compact Convexified Factorization Machine. WWW (2018)
Wenpeng Zhang, Peilin Zhao, Wenwu Zhu, Steven C. H. Hoi, Tong Zhang
Projection-free Distributed Online Learning in Networks. ICML (2017)