| 2025 | ICLR | Benign Overfitting in Out-of-Distribution Generalization of Linear Models. | Shange Tang, Jiayun Wu, Jianqing Fan, Chi Jin |
| 2024 | COLT | Minimax-optimal reward-agnostic exploration in reinforcement learning. | Gen Li, Yuling Yan, Yuxin Chen, Jianqing Fan |
| 2024 | ICLR | On the Provable Advantage of Unsupervised Pretraining. | Jiawei Ge, Shange Tang, Jianqing Fan, Chi Jin |
| 2024 | ICLR | Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift. | Jiawei Ge, Shange Tang, Jianqing Fan, Cong Ma, Chi Jin |
| 2022 | NAACL | Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. | Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Xuanjing Huang, Jianqing Fan |
| 2018 | AISTATS | Statistical Sparse Online Regression: A Diffusion Approximation Perspective. | Jianqing Fan, Wenyan Gong, Chris Junchi Li, Qiang Sun |
| 2011 | MICCAI | Adaptively and Spatially Estimating the Hemodynamic Response Functions in fMRI. | Jiaping Wang, Hongtu Zhu, Jianqing Fan, Kelly S. Giovanello, Weili Lin |