Transferring Fairness under Distribution Shifts via Fair Consistency Regularization. - Bang An 001; Zora Che; Mucong Ding; Furong Huang (NeurIPS, 2022)

SAIL: Self-Improving Efficient Online Alignment of Large Language Models. - Mucong Ding; Souradip Chakraborty; Vibhu Agrawal; Zora Che; Alec Koppel; Mengdi Wang; Amrit S. Bedi; Furong Huang (CoRR, 2024)

Auction-Based Regulation for Artificial Intelligence. - Marco Bornstein; Zora Che; Suhas Julapalli; Abdirisak Mohamed; Amrit Singh Bedi; Furong Huang (CoRR, 2024)

EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM? - Aakriti Agrawal; Mucong Ding; Zora Che; Chenghao Deng; Anirudh Satheesh; John Langford 001; Furong Huang (CoRR, 2024)

Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? - Michael-Andrei Panaitescu-Liess; Zora Che; Bang An 001; Yuancheng Xu; Pankayaraj Pathmanathan; Souradip Chakraborty; Sicheng Zhu; Tom Goldstein; Furong Huang (AAAI, 2025)

PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models. - Michael-Andrei Panaitescu-Liess; Pankayaraj Pathmanathan; Yigitcan Kaya; Zora Che; Bang An 001; Sicheng Zhu; Aakriti Agrawal; Furong Huang (NAACL (Long Papers), 2025)

Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities. - Zora Che; Stephen Casper; Robert Kirk; Anirudh Satheesh; Stewart Slocum; Lev E. McKinney; Rohit Gandikota; Aidan Ewart; Domenic Rosati; Zichu Wu; Zikui Cai; Bilal Chughtai; et al. (Trans. Mach. Learn. Res., 2025)

AegisLLM: Scaling Agentic Systems for Self-Reflective Defense in LLM Security. - Zikui Cai; Shayan Shabihi; Bang An 001; Zora Che; Brian R. Bartoldson; Bhavya Kailkhura; Tom Goldstein; Furong Huang (CoRR, 2025)

Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics. - Tin Nguyen 005; Jiannan Xu; Zora Che; Phuong-Anh Nguyen-Le; Rushil Dandamudi; Donald Braman; Furong Huang; Hal Daumé III; Zubin Jelveh (CoRR, 2025)