| 2025 | ICDE | SLPerf: A Research Library and Benchmark Framework for Split Learning. | Zhanyi Hu, Tianchen Zhou, Bingzhe Wu, Cen Chen, Yanhao Wang |
| 2025 | IJCNN | SCGS: Interactive Scale-Controlled 3D Object Segmentation with Gaussian Splatting. | Yue Jin, Yilong Liu, Yuanyang Zhang, Tianchen Zhou, Lina Yao |
| 2025 | WWW | PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems. | Mingdai Yang, Fan Yang, Yanhui Guo, Shaoyuan Xu, Tianchen Zhou, Yetian Chen, Simone Shao, Jia Liu, Yan Gao |
| 2024 | ICML | Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning. | Tianchen Zhou, Hairi, Haibo Yang, Jia Liu, Tian Tong, Fan Yang, Michinari Momma, Yan Gao |
| 2024 | PG | LO-Gaussian: Gaussian Splatting for Low-light and Overexposure Scenes through Simulated Filter. | Jingjiao You, Yuanyang Zhang, Tianchen Zhou, Yecheng Zhao, Li Yao |
| 2022 | AsiaCCS | GraphTrack: A Graph-based Cross-Device Tracking Framework. | Binghui Wang, Tianchen Zhou, Song Li, Yinzhi Cao, Neil Zhenqiang Gong |
| 2022 | ICLR | Bandit Learning with Joint Effect of Incentivized Sampling, Delayed Sampling Feedback, and Self-Reinforcing User Preferences. | Tianchen Zhou, Jia Liu, Chaosheng Dong, Yi Sun |
| 2021 | ICML | Incentivized Bandit Learning with Self-Reinforcing User Preferences. | Tianchen Zhou, Jia Liu, Chaosheng Dong, Jingyuan Deng |