Publications

A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
Lianghe Shi*, Meng Wu*, Huijie Zhang, Zekai Zhang, Molei Tao, Qing Qu. ICML 2025 Workshop MemFM. ICML 2025 Workshop (Oral).

Adversarially robust unsupervised domain adaptation
Lianghe Shi*, Weiwei Liu. The journal of Artificial Intelligence. AIJ.

A Closer Look at Curriculum Adversarial Training: From an Online Perspective
Lianghe Shi*, Weiwei Liu. Proceedings of the 38th AAAI Conference on Artificial Intelligence. AAAI 2024.

Adversarial self-training improves robustness and generalization for gradual domain adaptation
Lianghe Shi*, Weiwei Liu. 37th Conference on Neural Information Processing Systems. NeurIPS 2023.