Liangwei Yang

Research Scientist, Salesforce Research, SalesForce.com

Joined

August 2021

Names

Liangwei Yang (Preferred)

Emails

****@uic.edu (Confirmed)

****@salesforce.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Career & Education History

Research Scientist

Salesforce Research, SalesForce.com (salesforce.com)

2024 – 2030

PhD student

Department of Computer Science, University of Illinois, Chicago (uic.edu)

2020 – 2024

MS student

Department of Computer Science, University of Electronic Science and Technology of China (uestc.edu.cn)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Zhiwei Liu

2022 – 2030

Coauthor

Xiaolong Liu

2020 – 2030

PhD Advisor

Philip S. Yu

2020 – 2024

Expertise

Agent

2024 – 2030

Recommender System

2020 – 2024

Graph Neural Network

2020 – 2024

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
PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time
Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li
- ICLR 2026 Conference Withdrawn Submission
- 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
PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time
Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li
- MTI-LLM @ NeurIPS 2025 Poster
- 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
Beyond Directed Acyclic Computation Graph with Cyclic Neural Network
Liangwei Yang, Hengrui Zhang, Weizhi Zhang, Zihe Song, Jing Ma, Jiawei Zhang, Philip S. Yu
- Submitted to ICLR 2025
- 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
Beyond Directed Acyclic Computation Graph with Cyclic Neural Network
Liangwei Yang, Hengrui Zhang, Weizhi Zhang, Zihe Song, Jing Ma, Jiawei Zhang, Philip S. Yu
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone

View all 15 publications

Co-Authors

View all 65 co-authors