Wenpeng Zhang

According to our database, Wenpeng Zhang authored at least 13 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning.

Tianchi Cai, Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Xierui Song, Li Yu, Lihong Gu, Xiaodong Zeng, Jinjie Gu, Guannan Zhang

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems.

Tianchi Cai, Shenliao Bao, Jiyan Jiang, Shiji Zhou, Wenpeng Zhang, Lihong Gu, Jinjie Gu, Guannan Zhang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Multi-Objective Online Learning.

Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Lihong Gu, Xiaodong Zeng, Wenwu Zhu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond.

Shiji Zhou, Wenpeng Zhang, Jiyan Jiang, Wenliang Zhong, Jinjie Gu, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training.

Pengcheng Yang, Xiaoming Zhang, Wenpeng Zhang, Ming Yang, Hong Wei

Proceedings of the Tenth International Conference on Learning Representations, 2022

Imbalance-Aware Uplift Modeling for Observational Data.

Xuanying Chen, Zhining Liu, Li Yu, Liuyi Yao, Wenpeng Zhang, Yi Dong, Lihong Gu, Xiaodong Zeng, Yize Tan, Jinjie Gu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning.

Tianchi Cai, Wenpeng Zhang, Lihong Gu, Xiaodong Zeng, Jinjie Gu

CoRR, 2021

Asynchronous Decentralized Online Learning.

Jiyan Jiang, Wenpeng Zhang, Jinjie Gu, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

AutoML and Meta-learning for Multimedia.

Wenwu Zhu, Xin Wang, Wenpeng Zhang

Proceedings of the 27th ACM International Conference on Multimedia, 2019

2018

Online Compact Convexified Factorization Machine.

Wenpeng Zhang, Xiao Lin, Peilin Zhao

CoRR, 2018

Online Compact Convexified Factorization Machine.

Xiao Lin, Wenpeng Zhang, Min Zhang, Wenwu Zhu, Jian Pei, Peilin Zhao, Junzhou Huang

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Sketched Follow-The-Regularized-Leader for Online Factorization Machine.

Luo Luo, Wenpeng Zhang, Zhihua Zhang, Wenwu Zhu, Tong Zhang, Jian Pei

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Projection-free Distributed Online Learning in Networks.

Wenpeng Zhang, Peilin Zhao, Wenwu Zhu, Steven C. H. Hoi, Tong Zhang

Proceedings of the 34th International Conference on Machine Learning, 2017