| 2025 | ICML | Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration. | Yan Chen, Qinxun Bai, Yiteng Zhang, Maria Dimakopoulou, Shi Dong, Qi Sun, Zhengyuan Zhou |
| 2023 | ICML | Offline Reinforcement Learning with Closed-Form Policy Improvement Operators. | Jiachen Li, Edwin Zhang, Ming Yin, Qinxun Bai, Yu-Xiang Wang, William Yang Wang |
| 2022 | ICML | Distributionally Robust Q-Learning. | Zijian Liu, Qinxun Bai, Jose H. Blanchet, Perry Dong, Wei Xu, Zhengqing Zhou, Zhengyuan Zhou |
| 2021 | AISTATS | Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning. | Zhengqing Zhou, Qinxun Bai, Zhengyuan Zhou, Linhai Qiu, Jose H. Blanchet, Peter W. Glynn |
| 2021 | CVPR | Siamese Natural Language Tracker: Tracking by Natural Language Descriptions With Siamese Trackers. | Qi Feng, Vitaly Ablavsky, Qinxun Bai, Stan Sclaroff |
| 2021 | ICML | Generative Particle Variational Inference via Estimation of Functional Gradients. | Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu |
| 2020 | ICML | Implicit Generative Modeling for Efficient Exploration. | Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu |
| 2020 | WACV | Real-time Visual Object Tracking with Natural Language Description. | Qi Feng, Vitaly Ablavsky, Qinxun Bai, Guorong Li, Stan Sclaroff |
| 2019 | AISTATS | A Topological Regularizer for Classifiers via Persistent Homology. | Chao Chen, Xiuyan Ni, Qinxun Bai, Yusu Wang |
| 2019 | ICCV | Moment Matching for Multi-Source Domain Adaptation. | Xingchao Peng, Qinxun Bai, Xide Xia, Zijun Huang, Kate Saenko, Bo Wang |
| 2016 | ICML | Differential Geometric Regularization for Supervised Learning of Classifiers. | Qinxun Bai, Steven Rosenberg, Zheng Wu, Stan Sclaroff |
| 2014 | ICML | A Bayesian Framework for Online Classifier Ensemble. | Qinxun Bai, Henry Lam, Stan Sclaroff |
| 2013 | ICCV | Randomized Ensemble Tracking. | Qinxun Bai, Zheng Wu, Stan Sclaroff, Margrit Betke, Camille Monnier |
| 2010 | ICIP | PCA-based structure refinement for reconstruction of urban scene. | Qinxun Bai, Yihong Wu, Lixin Fan |