Jianguo Zhang

Researcher, SalesForce AI Research

Joined

September 2021

Names

Jianguo Zhang (Preferred)

Emails

****@uic.edu (Confirmed)

****@salesforce.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

Researcher

SalesForce AI Research (salesforce.com)

2022 – Present

PhD student

University of Illinois, Chicago (uic.edu)

2016 – 2022

Advisors, Relations & Conflicts

Coauthor

Caiming Xiong

2019 – 2022

Coauthor

Richard Socher

2019 – 2022

Coauthor

Kazuma Hashimoto

2019 – 2022

PhD Advisor

Philip S. Yu

2016 – 2022

Expertise

AI Agents

2022 – Present

Dialogue systems

2019 – Present

Natural language understanding

2018 – Present

Publications

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
Test-Time Adaptation for LLM Agents via Environment Interaction
Arthur Chen, Zuxin Liu, Jianguo Zhang, Akshara Prabhakar, Zhiwei Liu, Shelby Heinecke, Silvio Savarese, Victor Zhong, Caiming Xiong
- ICLR 2026 Poster
- 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
TACO: Learning Multi-modal Models to Reason and Act with Synthetic Chains-of-Thought-and-Action
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
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
LAM Simulator: Advancing Large Action Model Training for Agent via Online Exploration and Feedback Simulation
Thai Quoc Hoang, Shirley Kokane, Jianguo Zhang, Tian Lan, Zuxin Liu, Ming Zhu, Jake Grigsby, Michael S Ryoo, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
- Submitted to ICLR 2025
- Readers: Everyone
Bridging the Data Provenance Gap Across Text, Speech, and Video
Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Naana Obeng-Marnu, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Mustafa Anis, Emad A. Alghamdi, Vu Minh Chien, Da Yin, Kun Qian, Yizhi LI, Minnie Liang, An Dinh, Shrestha Mohanty et al. (23 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone

View all 20 publications

Co-Authors

View all 101 co-authors