Huan Wang

Researcher, Salesforce Research, Salesforce.com

Joined

October 2017

Names

Huan Wang

Emails

****@gmail.com (Confirmed)

****@salesforce.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Salesforce Research, Salesforce.com (salesforce.com)

2018 – Present

Researcher

Microsoft AI Research, Microsoft (microsoft.com)

2015 – 2018

Researcher

Yahoo Labs, Yahoo (yahoo-inc.com)

2013 – 2015

PhD student

Yale University (yale.edu)

2008 – 2013

MS student

The Chinese University of Hong Kong (cuhk.edu.hk)

2005 – 2007

Undergrad student

Zhejiang University (zju.edu.cn)

2000 – 2004

Advisors, Relations & Conflicts

PhD Advisor

John Wright

2010 – 2013

PhD Advisor

Daniel A. Spielman

2008 – 2013

Expertise

Large Language Models

AI Agent

2020 – 2024

Deep Learning

2013 – 2017

Sparse Coding

2008 – 2013

Computer Vision

2005 – 2008

Publications

A Lightweight, Domain-Adaptive Memory System for LLM Agents
Juntao Tan, Liangwei Yang, Wenting Zhao, Jielin Qiu, Ming Zhu, Rithesh Murthy, Silvio Savarese, Huan Wang, Shelby Heinecke, Caiming Xiong
- ICLR 2026 Workshop MemAgents withcondition
- Readers: Everyone
ToolLibGen: Scalable Automatic Tool Creation and Aggregation for LLM Reasoning
Murong Yue, Zhiwei Liu, Liangwei Yang, Jianguo Zhang, Zuxin Liu, Haolin Chen, Ziyu Yao, silvio savarese, Caiming Xiong, Shelby Heinecke, Huan Wang
- Submitted to ICLR 2026
- Readers: Everyone
Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels
Zhepeng Cen, Haolin Chen, Shiyu Wang, Zuxin Liu, Zhiwei Liu, Ding Zhao, Caiming Xiong, Huan Wang, Weiran Yao
- 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
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
Cheng Qian, Zuxin Liu, Akshara Prabhakar, Jielin Qiu, Zhiwei Liu, Haolin Chen, Shirley Kokane, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang
- Submitted to ICLR 2026
- Readers: Everyone
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering
Jielin Qiu, Zuxin Liu, Zhiwei Liu, Rithesh R N, Jianguo Zhang, Haolin Chen, Shiyu Wang, Ming Zhu, Liangwei Yang, Juntao Tan, Zhepeng Cen, Cheng Qian, Shelby Heinecke, Weiran Yao, Silvio Savarese, Caiming Xiong, Huan Wang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
UserBench: An Interactive Gym Environment for User-Centric Agents
Cheng Qian, Zuxin Liu, Akshara Prabhakar, Zhiwei Liu, Jianguo Zhang, Haolin Chen, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Huan Wang
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
Akshara Prabhakar, Zuxin Liu, Ming Zhu, Jianguo Zhang, Tulika Manoj Awalgaonkar, Shiyu Wang, Zhiwei Liu, Haolin Chen, Thai Quoc Hoang, Juan Carlos Niebles, Shelby Heinecke, Weiran Yao, Huan Wang, Silvio Savarese, Caiming Xiong
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
LATTE: Learning to Reason with Vision Specialists
Zixian Ma, Jianguo Zhang, Zhiwei Liu, Jieyu Zhang, Juntao Tan, Manli Shu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Caiming Xiong, Ranjay Krishna, silvio savarese
- SynData4CV
- Readers: Everyone
ToolScan: A Benchmark For Characterizing Errors In Tool-Use LLMs
Shirley Kokane, Ming Zhu, Tulika Manoj Awalgaonkar, Jianguo Zhang, Akshara Prabhakar, Thai Quoc Hoang, Zuxin Liu, Rithesh R N, Liangwei Yang, Weiran Yao, Juntao Tan, Zhiwei Liu, Huan Wang, Juan Carlos Niebles, Shelby Heinecke, Caiming Xiong, Silvio Savarese
- BuildingTrust
- Readers: Everyone

View all 59 publications

Co-Authors

View all 108 co-authors