Lianghe Shi

According to our database, Lianghe Shi authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ForcingDAS: Unified and Robust Data Assimilation via Diffusion Forcing.

Yixuan Jia, Siyi Chen, Yida Pan, Xiao Li, Lianghe Shi, Chanyong Jung, Haijie Yuan, Ismail Alkhouri, Yue Cynthia Wu, Saiprasad Ravishankar, Jeffrey A. Fessler, Qing Qu

CoRR, May, 2026

2025

Generalization of Diffusion Models Arises with a Balanced Representation Space.

Zekai Zhang, Xiao Li, Xiang Li, Lianghe Shi, Meng Wu, Molei Tao, Qing Qu

CoRR, December, 2025

A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective.

Lianghe Shi, Meng Wu, Huijie Zhang, Zekai Zhang, Molei Tao, Qing Qu

CoRR, September, 2025

Adversarially robust unsupervised domain adaptation.

Lianghe Shi, Weiwei Liu

Artif. Intell., 2025

2024

A Closer Look at Curriculum Adversarial Training: From an Online Perspective.

Lianghe Shi, Weiwei Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation.

Lianghe Shi, Weiwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023