Juntao Tan

Researcher, SalesForce.com

PhD student, Rutgers University

Joined

January 2023

Names

Juntao Tan (Preferred)

Emails

****@rutgers.edu (Confirmed)

****@gmail.com (Confirmed)

****@salesforce.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

SalesForce.com (salesforce.com)

2024 – Present

PhD student

Rutgers University (rutgers.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Yongfeng Zhang

2020 – Present

Expertise

Machine Learning

Present

Recommender System

2019 – Present

Explainable AI

2018 – Present

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
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
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
A-Mem: Agentic Memory for LLM Agents
Wujiang Xu, Zujie Liang, Kai Mei, Hang Gao, Juntao Tan, Yongfeng Zhang
- NeurIPS 2025 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
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases
Rithesh R N, Liangwei Yang, Juntao Tan, Tulika Manoj Awalgaonkar, Yilun Zhou, Shelby Heinecke, Sachin Desai, Chien-Sheng Wu, Ran Xu, Sarah Tan, Jianguo Zhang, Zhiwei Liu, Shirley Kokane, Zuxin Liu, Ming Zhu, Huan Wang, Caiming Xiong, Silvio Savarese
- Submitted to ICLR 2025
- Readers: Everyone
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
Zuxin Liu, Thai Quoc Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh R N, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
The Agent Ohana: Designing Unified Data and Training Pipeline for Effective Agent Learning
Jianguo Zhang, Tian Lan, Rithesh R N, Zhiwei Liu, Weiran Yao, Juntao Tan, Thai Quoc Hoang, Liangwei Yang, Yihao Feng, Zuxin Liu, Ming Zhu, Tulika Manoj Awalgaonkar, Juan Carlos Niebles, Silvio Savarese, Shelby Heinecke, Huan Wang, Caiming Xiong
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone

View all 11 publications

Co-Authors

View all 45 co-authors