Hello, I’m Yue Huang (黄跃, Yue pronounced similar to your), an upcoming PhD student at the University of Notre Dame. Currently in my fourth year of undergraduate studies at Sichuan University, I am deeply passionate about exploring the realms of academia and research.

Presently, I am honored to serve as a visiting student at the LAIR Lab, Lehigh University, under the esteemed guidance of Prof. Lichao Sun. This invaluable experience has provided me with profound insights, complemented by mentorship from the distinguished Prof. Philip S. Yu. Prior to this, I had the privilege of working under the mentorship of Prof. Tang Jie at Tsinghua University, where I collaborated closely with Dr. Xiao Liu, enriching my academic journey. Additionally, I have engaged in collaborative efforts with Prof. Cheng Huang at Sichuan University, further broadening my perspective.

Passionate about fostering trust in Large Language Models (LLMs), I lead the TrustLLM project alongside Prof. Lichao Sun. We extend a warm invitation to researchers, developers, and practitioners intrigued by trustworthy LLMs to join our endeavor. Please feel free to contact me for further details.

💡 Research Interest

Trustworthy AI: safety, truthfulness, fairness, robustness, privacy and machine ethics of AI model.
LLM-based Agents: tool usage, efficiency and utility.
Applied ML/DL: knowledge graph, AI for X (e.g., computational social science, cybersecurity & human computer interaction)

🔥 News

2024.05.02: 🎉🎉 TrustLLM has been accepted by ICML 2024! Thanks to all the collaborators. See you in Vienna!
2024.03.14: 🎉🎉 One paper has been accepted by NAACL 2024! Congratulations to Qihui, Chujie and Dongping!
2024.03.05: 🎉🎉 One paper has been accepted as a short paper of WWW 2024!
2024.02.08: 🎉🎉 Thanks for the invited talk on TrustLLM Project! @ IBM Research
2024.01.27: 🎉🎉 This fall, I will be pursuing my Ph.D. at the University of Notre Dame, with Prof. Xiangliang Zhang as my advisor!
2024.01.15: 🎉🎉 MetaTool has been accepted by ICLR 2024!
2024.01.13: 🎉🎉 Finish research internship at Tsinghua University KEG & Zhipu Inc.!

📝 Selected Publications

See more publications in my Google Scholar

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

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. (*: co-corresponding authors)

Toolkit & Code