Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions. - Hao Wang 063; Luxi He; Rui Gao 001; Flávio P. Calmon (NeurIPS, 2023)

Aleatoric and Epistemic Discrimination in Classification. - Hao Wang 063; Luxi He; Rui Gao 001; Flávio P. Calmon (CoRR, 2023)

CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs. - Zirui Wang; Mengzhou Xia; Luxi He; Howard Chen 003; Yitao Liu; Richard Zhu; Kaiqu Liang; Xindi Wu; Haotian Liu; Sadhika Malladi; Alexis Chevalier; Sanjeev Arora; et al. (NeurIPS, 2024)

What's in Your "Safe" Data?: Identifying Benign Data that Breaks Safety. - Luxi He; Mengzhou Xia; Peter Henderson 002 (CoRR, 2024)

AI Risk Management Should Incorporate Both Safety and Security. - Xiangyu Qi; Yangsibo Huang; Yi Zeng 005; Edoardo Debenedetti; Jonas Geiping; Luxi He; Kaixuan Huang; Udari Madhushani; Vikash Sehwag; Weijia Shi; Boyi Wei; Tinghao Xie; et al. (CoRR, 2024)

SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors. - Tinghao Xie; Xiangyu Qi; Yi Zeng 005; Yangsibo Huang; Udari Madhushani Sehwag; Kaixuan Huang; Luxi He; Boyi Wei; Dacheng Li; Ying Sheng 007; Ruoxi Jia 001; Bo Li 026; et al. (CoRR, 2024)

Fantastic Copyrighted Beasts and How (Not) to Generate Them. - Luxi He; Yangsibo Huang; Weijia Shi; Tinghao Xie; Haotian Liu; Yue Wang; Luke Zettlemoyer; Chiyuan Zhang; Danqi Chen 001; Peter Henderson 002 (ICLR, 2025)

On Evaluating the Durability of Safeguards for Open-Weight LLMs. - Xiangyu Qi; Boyi Wei; Nicholas Carlini; Yangsibo Huang; Tinghao Xie; Luxi He; Matthew Jagielski; Milad Nasr; Prateek Mittal; Peter Henderson 002 (ICLR, 2025)

SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal. - Tinghao Xie; Xiangyu Qi; Yi Zeng 005; Yangsibo Huang; Udari Madhushani Sehwag; Kaixuan Huang; Luxi He; Boyi Wei; Dacheng Li; Ying Sheng 007; Ruoxi Jia 001; Bo Li 026; et al. (ICLR, 2025)

Metadata Conditioning Accelerates Language Model Pre-training. - Tianyu Gao 001; Alexander Wettig; Luxi He; Yihe Dong; Sadhika Malladi; Danqi Chen 001 (CoRR, 2025)

The Deployment of End-to-End Audio Language Models Should Take into Account the Principle of Least Privilege. - Luxi He; Xiangyu Qi; Michel Liao; Inyoung Cheong; Prateek Mittal; Danqi Chen 001; Peter Henderson 002 (CoRR, 2025)

Statutory Construction and Interpretation for Artificial Intelligence. - Luxi He; Nimra Nadeem; Michel Liao; Howard Chen 003; Danqi Chen 001; Mariano-Florentino Cuellar; Peter Henderson 002 (CoRR, 2025)