Saravan Rajmohan

Partner Director of Applied Research, Microsoft

Joined

September 2022

Names

Saravan Rajmohan (Preferred)

Emails

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Partner Director of Applied Research

Microsoft (microsoft.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

large language model

Present

Publications

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
Lihao Sun, Hang Dong, Bo Qiao, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan
- ACL Main Conference 2026
- Readers: Everyone
CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
Wenjie Fu, Xiaoting Qin, Jue Zhang, Qingwei Lin, Lukas Wutschitz, Robert Sim, Saravan Rajmohan, Dongmei Zhang
- ACL 2026 Industry Track Poster
- Readers: Everyone
Computer-Using World Model
Yiming Guan, Rui Yu, John Zhang, Lu Wang, Chaoyun Zhang, Liqun Li, Bo Qiao, Si Qin, He Huang, Fangkai Yang, Pu Zhao, Lukas Wutschitz, Samuel Kessler, Huseyin A Inan, Robert Sim, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
- ICLR 2026 Workshop World Models
- Readers: Everyone
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
Mengzhuo Chen, Jiani zheng, Lu Wang, Fangkai Yang, Chaoyun Zhang, Lingrui Mei, Wenjie Yin, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan
- Accepted by TMLR
- Readers: Everyone
Adaptive Control for Test-time Scaling
Taneesh Gupta, Rahul Madhavan, Rishabh Tiwari, Xuchao Zhang, Chetan Bansal, Saravan Rajmohan, Kurt Keutzer
- MATH-AI 2025 Poster
- Readers: Everyone
Duet: Joint Exploration of User–Item Profiles
Yue Chen, Lu Wang, Minjie Hong, Pu Zhao, Fangkai Yang, Yifei Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
WarriorMath: Empowering Mathematical Reasoning for Large Language Models via Expert Battles
Yue Chen, Minghua He, Fangkai Yang, Pu Zhao, Lu Wang, Yu Kang, Yifei Dong, Yuefeng Zhan, Hao Sun, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
- Submitted to ICLR 2026
- Readers: Everyone
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
Ming Ma, Jue Zhang, Fangkai Yang, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
- ICLR 2026 Poster
- Readers: Everyone
Recasting Transformer Layers as Energy Models
Jin Xu, Camille Couturier, Victor Rühle, Saravan Rajmohan, James Hensman
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?
Yudi Zhang, Lu Wang, Meng Fang, Yali Du, Chenghua Huang, Jun Wang, Qingwei Lin, Mykola Pechenizkiy, Dongmei Zhang, Saravan Rajmohan
- Submitted to ICLR 2026
- Readers: Everyone

View all 38 publications

Co-Authors

View all 163 co-authors