Gupta, Aman

7 publications

ICML 2025 AlphaPO: Reward Shape Matters for LLM Alignment Aman Gupta, Shao Tang, Qingquan Song, Sirou Zhu, Jiwoo Hong, Ankan Saha, Viral Gupta, Noah Lee, Eunki Kim, Siyu Zhu, Parag Agrawal, Natesh S. Pillai, Sathiya Keerthi

NeurIPS 2025 LLM Query Scheduling with Prefix Reuse and Latency Constraints Gregory Dexter, Shao Tang, Ata Fatahibaarzi, Qingquan Song, Tejas Dharamsi, Aman Gupta

ICML 2025 On the Robustness of Reward Models for Language Model Alignment Jiwoo Hong, Noah Lee, Eunki Kim, Guijin Son, Woojin Chung, Aman Gupta, Shao Tang, James Thorne

ICLR 2024 A Precise Characterization of SGD Stability Using Loss Surface Geometry Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna

NeurIPSW 2024 DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems Aman Gupta, Anirudh Ravichandran, Ziji Zhang, Swair Shah, Anurag Beniwal, Narayanan Sadagopan

NeurIPSW 2022 A Light-Speed Linear Program Solver for Personalized Recommendation with Diversity Constraints Haoyue Wang, Miao Cheng, Kinjal Basu, Aman Gupta, Sathiya Keerthi, Rahul Mazumder

NeurIPSW 2022 Improved Deep Neural Network Generalization Using M-Sharpness-Aware Minimization Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, Sathiya Keerthi, Rahul Mazumder