Publications

• Inference-Time Alignment of LLMs via User-Specified Multi-Criteria Transfer Decoding

  Inference-Time Alignment of LLMs via User-Specified Multi-Criteria Transfer Decoding is a method that allows you to align the LLM with the user's preferences at inference time.

  ICML, 2025 · 2025

  Mohamad Fares El Hajj Chehade, Soumya Suvra Ghosal, Souradip Chakraborty, Avinash Reddy, Dinesh Manocha, Amrit Singh Bedi, Hao Zhu
• Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment

  Align-Pro is a principled approach to prompt optimization for LLM alignment. It is a framework that allows you to optimize the prompt for a given task.

  AAAI, 2024 · 2024

  Prashant Trivedi, Souradip Chakraborty, Avinash Reddy, Vaneet Aggarwal, Amrit Singh Bedi, George K. Atia