| 2025 | AAAI | Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent. | Jun Chen, Hong Chen, Bin Gu, Guodong Liu, Yingjie Wang, Weifu Li |
| 2025 | ICPADS | Pairwise Generalized Importance Weighting for Metric Learning Under Distribution Shift. | Richeng Zhou, Xuelin Zhang, Hong Chen, Weifu Li, Liyuan Liu |
| 2025 | IJCAI | Trajectory-Dependent Generalization Bounds for Pairwise Learning with φ-mixing Samples. | Liyuan Liu, Hong Chen, Weifu Li, Tieliang Gong, Hao Deng, Yulong Wang |
| 2023 | AAAI | On the Stability and Generalization of Triplet Learning. | Jun Chen, Hong Chen, Xue Jiang, Bin Gu, Weifu Li, Tieliang Gong, Feng Zheng |
| 2023 | AAAI | Stepdown SLOPE for Controlled Feature Selection. | Jingxuan Liang, Xuelin Zhang, Hong Chen, Weifu Li, Xin Tang |
| 2023 | AAAI | Stability-Based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning. | Jiahuan Wang, Jun Chen, Hong Chen, Bin Gu, Weifu Li, Xin Tang |
| 2022 | AAAI | Error-Based Knockoffs Inference for Controlled Feature Selection. | Xuebin Zhao, Hong Chen, Yingjie Wang, Weifu Li, Tieliang Gong, Yulong Wang, Feng Zheng |
| 2020 | ICPR | Enhancing Depth Quality of Stereo Vision using Deep Learning-based Prior Information of the Driving Environment. | Weifu Li, Vijay John, Seiichi Mita |
| 2020 | IJCAI | SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis. | Xi Chen, Hao Zhai, Danqian Liu, Weifu Li, Chaoyue Ding, Qiwei Xie, Hua Han |