| 2021 | ICLR | Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments. | Daochen Zha, Wenye Ma, Lei Yuan, Xia Hu, Ji Liu |
| 2021 | ICML | DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning. | Daochen Zha, Jingru Xie, Wenye Ma, Sheng Zhang, Xiangru Lian, Xia Hu, Ji Liu |
| 2020 | AAAI | Projective Quadratic Regression for Online Learning. | Wenye Ma |
| 2019 | CVPR | Fast Single Image Reflection Suppression via Convex Optimization. | Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng Cai, Weiyu Xu |
| 2019 | ICML | RaFM: Rank-Aware Factorization Machines. | Xiaoshuang Chen, Yin Zheng, Jiaxing Wang, Wenye Ma, Junzhou Huang |
| 2018 | KDD | Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data. | Yifan Zhang, Peilin Zhao, Jiezhang Cao, Wenye Ma, Junzhou Huang, Qingyao Wu, Mingkui Tan |
| 2011 | CVPR | An L1-based variational model for Retinex theory and its application to medical images. | Wenye Ma, Jean-Michel Morel, Stanley J. Osher, Aichi Chien |
| 2010 | Interspeech | Reducing musical noise in blind source separation by time-domain sparse filters and split bregman method. | Wenye Ma, Meng Yu, Jack Xin, Stanley J. Osher |
| 2010 | Interspeech | Convexity and fast speech extraction by split bregman method. | Meng Yu, Wenye Ma, Jack Xin, Stanley J. Osher |