Scholar
Zuxin Liu
Google Scholar ID: 5ApCTCoAAAAJ
Salesforce AI Research
LLM agent
reinforcement learning
optimization
embodied intelligence
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Citations & Impact
All-time
Citations
2,679
H-index
23
i10-index
32
Publications
20
Co-authors
33
list available
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Publications
19 items
Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization
2026
Cited
0
LoCoBench-Agent: An Interactive Benchmark for LLM Agents in Long-Context Software Engineering
2025
Cited
0
Grounded Test-Time Adaptation for LLM Agents
2025
Cited
0
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
2025
Cited
0
ToolLibGen: Scalable Automatic Tool Creation and Aggregation for LLM Reasoning
2025
Cited
0
Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels
2025
Cited
0
CoDA: Coding LM via Diffusion Adaptation
2025
Cited
0
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
2025
Cited
0
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Resume (English only)
Academic Achievements
Led development of the xLAM family of Large Action Models (1B to 8x22B), achieving #1 rankings on the Berkeley Function-Calling Leaderboard
Proposed APIGen-MT, an agentic multi-turn data synthesis pipeline powering xLAM-2
Papers accepted at top venues including ICLR 2025, NeurIPS 2024, ICML 2024, AISTATS 2024, and DMLR Journal
Released AgentLite, a multi-LLM-agent framework
Built and open-sourced leading function-calling datasets and models; APIGen dataset ranked Top-3 trending on HuggingFace
Published multiple works on safe reinforcement learning, offline RL, robustness certification, and efficient foundation model adaptation
Co-authors
33 total
Caiming Xiong
Salesforce Research
Silvio Savarese
Associate Professor of Computer Science at Stanford University
Shelby Heinecke
Salesforce Research
Huan Wang
Salesforce Research
Weiran Yao
Research Scientist, Salesforce AI Research
Jiacheng Zhu
MIT
Wenhao Ding
Research Scientist, NVIDIA Research
Juan Carlos Niebles
Research Director (Salesforce) & Adjunct Professor (Stanford University)
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