Junwei (Jaden) Liao
jwliao dot ai at gmail dot com

I am a senior undergrad majoring in Artificial Intelligence at Xi'an Jiaotong University and was once a visiting student at University of California, Berkeley 2023 Fall. I am now doing RA at Shanghai Jiao Tong University and will start my PhD in Fall 2025, under the supervision of Weinan Zhang.

I am interested in Reinforcement Learning, Large Decision Models, specifically LLM-based Agents and unleashing the full potential of Agents through RL and other advanced techniques.

Email  /  GitHub  /  LinkedIn

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Education
Research Experience
Publications

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking
Qiqiang Lin*, Muning Wen*, Qiuying Peng*, Guanyu Nie, Junwei Liao, Jun Wang, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang
The Thirteenth International Conference on Learning Representations (ICLR), 2025
arXiv / code / html / dataset and models

Preprints

Agentic Information Retrieval
Weinan Zhang, Junwei Liao, Ning Li, Kounianhua Du
arXiv / html

Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement
Muning Wen*, Junwei Liao*, Cheng Deng, Jun Wang, Weinan Zhang, Ying Wen
arXiv / code / html


Last Updated: Oct. 15, 2024

This guy makes a nice webpage.