Yuzhe Gu 顾宇喆

PhD Student

Large Model Center, Shanghai AI Laboratory
School of Electronic Information and Electrical Engineering,
Shanghai Jiao Tong University

Email; Google Scholar; Github

Biography

I am a first-year PhD student at Shanghai Jiao Tong University, in the joint program at Shanghai AI Laboratory, advised by Wenwei Zhang and Kai Chen. Before that, I received the bachelor degree at Wuhan University in 2024.

My research interests lie primarily in the area of Large Language Model (LLM). I'm focusing on improving the reasoning and knowledge capabilities of LLMs. I also have experience about the reducing hallucination in LLMs, including the annotation, detection and mitigation of hallucinations.

Discussions and cooperations are welcomed!

News

[2024.12] We release InternThinker, a powerful reasoning model.
[2024.9] Our paper ANAH-v2 is accepted by NeurIPS 2024.
[2024.5] Our paper ANAH is accepted by ACL 2024.

Publications

* denotes equal contribution.

(Co-) First author Papers

	ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models Yuzhe Gu, Ziwei Ji, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS) , 2024 [Paper] [Code] [Project]
	ANAH: Analytical Annotation of Hallucinations in Large Language Models Ziwei Ji, Yuzhe Gu, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen The 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , 2024 [Paper] [Code] [Project]
	One more set: Mitigating conflict-based cache side-channel attacks by extending cache set Yuzhe Gu, Ming Tang, Quancheng Wang, Han Wang, Haili Ding Journal of Systems Architecture (JSA) [Paper]

Co-author Papers

	BackCache: Mitigating contention-based cache timing attacks by hiding cache line evictions Quancheng Wang, Xige Zhang, Han Wang, Yuzhe Gu, Ming Tang arXiv 2023, Under Review [Paper]
	Redeem myself: Purifying backdoors in deep learning models using self attention distillation Xueluan Gong, Yanjiao Chen, Wang Yang, Qian Wang, Yuzhe Gu, Huayang Huang, Chao Shen 44th IEEE Symposium on Security and Privacy (Oakland), 2023 [Paper]

Projects

InternThinker: a powerful reasoning model.
InternLM: state-of-the-art open-source LLMs varying from 7B to 123B.

Awards

Outstanding Undergraduate of Wuhan University, 2024
Lei Jun Excellence Scholarship of Wuhan University, 2024 (10w RMB)
First Prize Excellence Scholarship of Wuhan University, 2021, 2022, 2023