Doyen Sahoo

Researcher, SalesForce.com

Joined

September 2018

Names

Doyen Sahoo (Preferred)

Emails

****@smu.edu.sg (Confirmed)

****@salesforce.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

SalesForce.com (salesforce.com)

2019 – Present

Postdoc

Singapore Management University (smu.edu.sg)

2018 – 2018

PhD student

Singapore Management University (smu.edu.sg)

2014 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Steven Hoi

2012 – 2018

Expertise

Time Series

2019 – 2023

Online Learning

2012 – 2018

Publications

Tune-as-Inference: Amortized Configuration Learning for Time Series Foundation Models
Piyush Gupta, Doyen Sahoo, Manpreet Singh, Vikram Pudi
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Learning to Reason over Continuous Tokens with Reinforcement Learning
Yiran Zhao, Yuhui Xu, Doyen Sahoo, Caiming Xiong, Junnan Li
- ICLR 2026 Poster
- Readers: Everyone
Scalable Chain of Thoughts via Elastic Reasoning
Yuhui Xu, Hanze Dong, Lei Wang, Doyen Sahoo, Junnan Li, Caiming Xiong
- ICLR 2026 Poster
- Readers: Everyone
Entropy-Based Block Pruning for Efficient Large Language Models
Liangwei Yang, Yuhui Xu, Juntao Tan, Doyen Sahoo, silvio savarese, Caiming Xiong, Huan Wang, Shelby Heinecke
- ICLR 2026 Poster
- Readers: Everyone
Fractured Chain-of-Thought Reasoning
Baohao Liao, Hanze Dong, Yuhui Xu, Doyen Sahoo, Christof Monz, Junnan Li, Caiming Xiong
- Submitted to ICLR 2026
- Readers: Everyone
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers
Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li
- Submitted to ICLR 2026
- Readers: Everyone
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers
Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Tianbao Xie, Jiaqi Deng, Xiaochuan Li, Junlin Yang, Haoyuan Wu, Jixuan Chen, Wenjing Hu, Xinyuan Wang, Yuhui Xu, Zekun Wang, Yiheng Xu, Junli Wang, Doyen Sahoo, Tao Yu, Caiming Xiong
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting
Juncheng Liu, Chenghao Liu, Gerald Woo, Yiwei Wang, Bryan Hooi, Caiming Xiong, Doyen Sahoo
- Accepted by TMLR
- Readers: Everyone
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Yiheng Xu, Zekun Wang, Junli Wang, Dunjie Lu, Tianbao Xie, Amrita Saha, Doyen Sahoo, Tao Yu, Caiming Xiong
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone

View all 39 publications

Co-Authors

View all 73 co-authors