Rishi Hazra

I am a fourth-year Ph.D. student though Wallenberg AI, Autonomous Systems and Software Program (WASP) graduate school, supervised by Luc De Raedt and Pedro Zuidberg Dos Martires. Last fall, I interned at FAIR (Meta AI), London with Nicolas Carion working on VLMs and Yoram Bachrach on Agentic systems. In Fall 2022, I also interned at Meta Reality Labs, Seattle under Ruta Desai and Akshara Rai.
My research seeks to answer the questions like: Can Large Language Models reason? and How to improve their reasoning abilities? This allows me to explore novel ways of integrating System 1 Reasoning into System 2 LLMs. This fusion empowers LLMs to be more grounded, robust, and capable of generalizing to complex scenarios.
I completed my Masters in AI from Indian Institute of Science (IISc) in 2019. My focus was on Active Learning for NLP, supervised by Dr. Ambedkar Dukkipati. I have also had brief stints at Natural Understanding group @ Amazon Alexa-AI and as a Research Associate at Statistics and Machine Learning Group, exploring Multi-Agent Reinforcement Learning.
news
Feb 26, 2025 | Invited Talk at UCSB NLP Group on A Computational Theory Perspective on Reasoning |
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Jan 22, 2025 | 2 Papers accepted at ICLR 2025 REvolve: Reward Evolution with Large Language Models using Human Feedback (main track) & Can Large Language Models Reason? A Characterization via 3-SAT. |
Jan 07, 2025 | Paper accepted at HRI 2025 (Late Breaking Report): Evaluating Efficiency and Engagement in Scripted and LLM-Enhanced Human-Robot Interactions. |
Nov 03, 2024 | Awarded Top (8%) Reviewer for NeurIPS 2024. Twice in 3 years of reviewing for NeurIPS. |
Aug 26, 2024 | Starting as a Research Scientist Intern at FAIR, London under Nicolas Carion. |
Aug 20, 2024 | Paper accepted at LLMRA@RoMan 2024: Bidirectional Intent Communication: A Role for Large Foundation Models. |
May 02, 2024 | EgoTV dataset is now available on Meta AI datasets. |
Apr 19, 2024 | Talk on SayCanPay: Planning with LLMs at TAILOR. |
Mar 01, 2024 | Invited talk on Planning & Robotics with LLMs at Bosch Robotics Seminar. Link to Slides. |
Jan 11, 2024 | Demoing Robot Planning and Manipulation framework at WASP Winter Conference 2024, Norrköping, Sweden . |
Dec 09, 2023 | Paper accepted at AAAI 2024: SayCanPay: Heuristic Planning with Large Language Models using Learnable Domain Knowledge. |
Jul 14, 2023 | Paper accepted at ICCV 2023: EgoTV: Egocentric Task Verification from Natural Language Task Descriptions. |
Jun 06, 2023 | Paper accepted at ECML-PKDD 2023: Deep Explainable Relational Reinforcement Learning: A Neuro-Symbolic Approach. |
academic service
Program Committee & Session Chair for AAMAS'22, NeurIPS'22 (Top Reviewer)-23-24 (Top Reviewer), Reviewer for EACL'23, ICML'23-24-25, KR'24, ICLR'24, TMLR