Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms. - Runpeng Yu 001; Hong Zhu 003; Kaican Li; Lanqing Hong; Rui Zhang 003; Nanyang Ye 001; Shao-Lun Huang; Xiuqiang He 001 (AAAI, 2022)

OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization. - Nanyang Ye 001; Kaican Li; Haoyue Bai 001; Runpeng Yu 001; Lanqing Hong; Fengwei Zhou; Zhenguo Li; Jun Zhu 001 (CVPR, 2022)

Robust Long-Tailed Learning via Label-Aware Bounded CVaR. - Hong Zhu 003; Runpeng Yu 001; Xing Tang 007; Yifei Wang 001; Yuan Fang; Yisen Wang 001 (CoRR, 2023)