Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors. - Qixun Wang 002; Yifei Wang 001; Hong Zhu 003; Yisen Wang 001 (NeurIPS, 2022)

Dissecting the Failure of Invariant Learning on Graphs. - Qixun Wang 002; Yifei Wang 001; Yisen Wang 001; Xianghua Ying (NeurIPS, 2024)

Audio-Visual Instance Segmentation. - Ruohao Guo; Xianghua Ying; Yaru Chen; Dantong Niu; Guangyao Li; Liao Qu; Yanyu Qi; Jinxing Zhou; Bowei Xing; Wenzhen Yue; Ji Shi 003; Qixun Wang 002; et al. (CVPR, 2025)

Can In-context Learning Really Generalize to Out-of-distribution Tasks? - Qixun Wang 002; Yifei Wang 001; Xianghua Ying; Yisen Wang 001 (ICLR, 2025)