Siyuan Wu

Siyuan Wu

Siyuan Wu

Hi, I’m Siyuan Wu, I’m a junior student at Huazhong University of Science and Technology. I have the privilege of being a visiting student to LAIR, where I work with Prof. Lichao Sun at Lehigh University and Prof.Yao Wan at HUST.

πŸ’‘ Research Interest

  • LLM-based Agents: tool usage, efficiency and utility.
  • Trustworthy AI: safety, truthfulness, fairness, robustness, privacy and machine ethics of AI model.
  • LLM4Code: code intelligence,apply LLMs to solve code-relevant tasks.

πŸ”₯ News

  • 2024.05.02: Β πŸŽ‰πŸŽ‰ TrustLLM has been accepted by ICML 2024! Congratulations to Yue!
  • 2024.01.15: Β πŸŽ‰πŸŽ‰ MetaTool has been accepted by ICLR 2024!

πŸ“ Publications

ICLR 2024
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ICLR 2024 MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun

Code

ICML 2024
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ICML 2024 TrustLLM: Trustworthiness in Large Language Models

Yue Huang *, Lichao Sun *, Haoran Wang*, Siyuan Wu *, Qihui Zhang *, Chujie Gao *, Yixin Huang, Wenhan Lyu , Yixuan Zhang, Xiner Li, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bhavya Kailkhura, Caiming Xiong, et al. (*: major contribution)

Toolkit & Code ibm huggingface report Website Dataset Data Map Leaderboard Toolkit Document

πŸ€ Preprint

Preprint
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UniGen: A Unified Framework for Textual Dataset Generation Using Large Language Models

[PDF] [Github] [Website]

Siyuan Wu *, Yue Huang *, Chujie Gao, Dongping Chen, Qihui Zhang, Yao Wan, Tianyi Zhou, Xiangliang Zhang, Jianfeng Gao, Chaowei Xiao, Lichao Sun

Preprint
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GUI-World: A Dataset for GUI-oriented Multimodal LLM-based Agents [PDF] [Github] [Website]

Dongping Chen *, Yue Huang *, Siyuan Wu *, Jingyu Tang *, Liuyi Chen, Yilin Bai, Zhigang He, Chenlong Wang, Huichi Zhou, Yiqiang Li, Tianshuo Zhou, Yue Yu, Chujie Gao, Qihui Zhang, Yi Gui, Zhen Li, Yao Wan, Pan Zhou, Jianfeng Gao, Lichao Sun

Preprint
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The Best of Both Worlds: Toward an Honest and Helpful Large Language Model [PDF] [Github]

Chujie Gao *, Qihui Zhang *, Dongping Chen *, Yue Huang, Siyuan Wu, Zhengyan Fu, Yao Wan, Xiangliang Zhang, Lichao Sun

πŸ“– Educations

*2021.09 - 2025.06 (expected), BEng., Huazhong University of Science and Technology