AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies. - Yi Zeng 005; Yu Yang 007; Andy Zhou; Jeffrey Ziwei Tan; Yuheng Tu 001; Yifan Mai 001; Kevin Klyman; Minzhou Pan; Ruoxi Jia 001; Dawn Song; Percy Liang; Bo Li 026 (CoRR, 2024)

NQFL: Nonuniform Quantization for Communication Efficient Federated Learning. - Guojun Chen; Kaixuan Xie; Yuheng Tu 001; Tiecheng Song; Yinfei Xu; Jing Hu 002; Lun Xin (IEEE Commun. Lett., 2024)

AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories. - Yi Zeng 005; Yu Yang 007; Andy Zhou; Jeffrey Ziwei Tan; Yuheng Tu 001; Yifan Mai 001; Kevin Klyman; Minzhou Pan; Ruoxi Jia 001; Dawn Song; Percy Liang; Bo Li 026 (ICLR, 2025)

Reliable and Efficient Amortized Model-based Evaluation. - Sang T. Truong; Yuheng Tu 001; Percy Liang; Bo Li 026; Sanmi Koyejo (ICML, 2025)

Fantastic Bugs and Where to Find Them in AI Benchmarks. - Sang T. Truong; Yuheng Tu 001; Michael Hardy; Anka Reuel; Zeyu Tang 002; Jirayu Burapacheep; Jonathan Perera; Chibuike Uwakwe; Ben Domingue; Nick Haber; Sanmi Koyejo (CoRR, 2025)