Shi, Zhengyan

7 publications

NeurIPS 2025 Learning to Solve Complex Problems via Dataset Decomposition Wanru Zhao, Lucas Caccia, Zhengyan Shi, Minseon Kim, Weijia Xu, Alessandro Sordoni

NeurIPS 2025 Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning Kai Jiang, Zhengyan Shi, Dell Zhang, Hongyuan Zhang, Xuelong Li

ICLR 2025 SelKD: Selective Knowledge Distillation via Optimal Transport Perspective Liangliang Shi, Zhengyan Shi, Junchi Yan

ICML 2025 When Can Proxies Improve the Sample Complexity of Preference Learning? Yuchen Zhu, Daniel Augusto De Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Matt Kusner, Alexander D’Amour

ICMLW 2024 Bayesian Reward Models for LLM Alignment Adam X. Yang, Maxime Robeyns, Thomas Coste, Zhengyan Shi, Jun Wang, Haitham Bou Ammar, Laurence Aitchison

NeurIPS 2024 Instruction Tuning with Loss over Instructions Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani

ICMLW 2024 Instruction Tuning with Loss over Instructions Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani