Kumar, Anoop

4 publications

ICLR 2026 Alignment-Weighted DPO: A Principled Reasoning Approach to Improve Safety Alignment Mengxuan Hu, Vivek Datla, Anoop Kumar, Zihan Guan, Sheng Li, Alfy Samuel, Daben Liu

ICLR 2026 Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering Yavuz Faruk Bakman, Sungmin Kang, Zhiqi Huang, Duygu Nur Yaldiz, Catarina G Belém, Chenyang Zhu, Anoop Kumar, Alfy Samuel, Daben Liu, Salman Avestimehr, Sai Praneeth Karimireddy

NeurIPSW 2024 Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models Neel Jain, Aditya Shrivastava, Chenyang Zhu, Daben Liu, Alfy Samuel, Ashwinee Panda, Anoop Kumar, Micah Goldblum, Tom Goldstein

AAAI 2018 Load Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing T. K. Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock