Subhabrata Mukherjee

Chief Scientist, Hippocratic AI

Joined

November 2019

Names

Subhabrata Mukherjee (Preferred)

Emails

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

****@hippocraticai.com (Confirmed)

Personal Links

Career & Education History

Chief Scientist

Hippocratic AI (hippocraticai.com)

2023 – Present

Principal Researcher

Microsoft (microsoft.com)

2019 – 2023

Researcher

Amazon (amazon.com)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Gerhard Weikum

2013 – 2017

Expertise

No areas of expertise listed

Publications

ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection
Vyom Sharma, Debajyoti Datta, Bibek Paudel, Trishala Neeraj, Subhabrata Mukherjee
- ICML 2026
- Readers: Everyone
MENTALMs: Teaching Language Models to Reason Efficiently in the Language of Thought
Kumar Tanmay, Kriti Aggarwal, Paul Pu Liang, Subhabrata Mukherjee
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
Pengfei He, Zhenwei Dai, Bing He, Hui Liu, Xianfeng Tang, Hanqing Lu, Juanhui Li, Jiayuan Ding, Subhabrata Mukherjee, Suhang Wang, Yue Xing, Jiliang Tang, Benoit Dumoulin
- ICLR 2026 Poster
- Readers: Everyone
Understanding Graph Self-Supervised Pre-training under Distribution Shifts: A Scaling Law Perspective
Bingheng Li, Shikun Liu, Yu Song, Jay Revolinsky, Haoyu Han, Subhabrata Mukherjee, Jiayuan Ding, Jiliang Tang
- Submitted to ICLR 2026
- Readers: Everyone
RED QUEEN: SAFEGUARDING LARGE LANGUAGE MODELS AGAINST CONCEALED MULTI-TURN ATTACK
Yifan Jiang, Kriti Aggarwal, Tanmay Laud, Kashif Munir, Jay Pujara, Subhabrata Mukherjee
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DECOUPLING REASONING FROM OBSERVATIONS FOR EFFICIENT AUGMENTED LANGUAGE MODELS
Binfeng Xu, Zhiyuan PENG, Bowen Lei, Subhabrata Mukherjee, Dongkuan Xu
- Submitted to ICLR 2024
- Readers: Everyone
SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference
Luciano Del Corro, Allison Del Giorno, Sahaj Agarwal, Bin Yu, Ahmed Hassan Awadallah, Subhabrata Mukherjee
- Submitted to ICLR 2024
- Readers: Everyone
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah
- ICLR 2024 poster
- Readers: Everyone
Teaching Language Models to Hallucinate Less with Synthetic Tasks
Erik Jones, Hamid Palangi, Clarisse Simões Ribeiro, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Hassan Awadallah, Ece Kamar
- ICLR 2024 poster
- Readers: Everyone
MetaXL: Meta representation transformation for low-resource cross-lingual learning
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
- 04 Jul 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 22 publications

Co-Authors

View all 95 co-authors