Hello, I’m Qihui Zhang (张祺珲), an undergraduate student. My GPA is 3.91/4.00, ranked 2% (5/210) in the grade. I’m currently in my fourth year of undergraduate studies. I will begin my Master’s program at the School of Electronic and Computer Engineering, 
Peking University in September 2025.
My research interests include Human Alignment, Multi-modal, and Trustworthy AI. I have published 10+ papers at the international AI conferences with total Google Scholar citations 500+ ( 
Since August 2024, I have been interning as an algorithm engineer at the Visual Technology Lab in Alibaba 
DAMO Academy, focusing on foundational intelligent technologies. I was a visiting student at Lehigh University from April 2023 to May 2024, where I worked under the guidance of Prof. Lichao Sun. Before this, I was under the mentorship of Prof. Yan Wang.
You can find out more about my publications at Google Scholar, Semantic Scholar, and ResearchGate.
🔥 News
- 2025.02.27: 🎉🎉 UPME have been accepted by CVPR 2025!
- 2025.01.23: 🎉🎉 Three papers have been accepted by ICLR 2025!
- 2024.09.29: 🎉🎉 I will continue my research career and study at Peking University, See you in Shenzhen in 2025.09!
- 2024.09.25: 🎉🎉 HonestLLM has been accepted by NeurIPS 2024! Congratulations to Chujie!
- 2024.08.25: 🎉🎉 I have started my internship in Alibaba DAMO Academy!
- 2024.07.04: 🎉🎉 Cliff has been accepted by ECAI 2024! Congratulations to Xiao!
- 2024.05.02: 🎉🎉 TrustLLM has been accepted by ICML 2024! Congratulations to Yue!
- 2024.05.02: 🎉🎉 MLLM-as-a-Judge has been accepted by ICML 2024 (Oral)! Congratulations to Dongping!
- 2024.03.14: 🎉🎉 Mixtext has been accepted by NAACL 2024 Findings! Congratulations to Chujie, Dongping!
- 2024.02.03: 🎉🎉 A paper has been accepted by ISBI 2024!
- 2024.01.15: 🎉🎉 MetaTool has been accepted by ICLR 2024!
📝 Publications
| CVPR 2025 | ICML 2024 | NeurIPS 2024 | ICLR 2025 |
| NAACL 2024 | ICLR 2024 | ECAI 2024 | ISBI 2024 |
- UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation Qihui Zhang *, Munan Ning *, Zheyuan Liu, Yanbo Wang, Jiayi Ye, Yue Huang, Shuo Yang, Xiao Chen, Yibing Song, Li Yuan. CVPR 2025
HonestLLM: Toward an Honest and Helpful Large Language Model
Chujie Gao *, Qihui Zhang *, Dongping Chen*, Siyuan Wu*, Yue Huang, Zhengyan Fu, Yao Wan, Xiangliang Zhang, Lichao Sun (*: equal contribution)
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
Qihui Zhang *, Chujie Gao *, Dongping Chen *, Yue Huang, Yao Wan, Lichao Sun (*: equal contribution)
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)
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
Dongping Chen *, Ruoxi Chen *, Shilin Zhang *, Yinuo Liu *, Yaochen Wang *, Huichi Zhou *, Qihui Zhang *, Pan Zhou, Yao Wan, Lichao Sun (*: equal contribution)
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
GUI-World: A Dataset for GUI-oriented Multimodal LLM-based Agents [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
Cliff: Leveraging Ambiguous Samples for Enhanced Test-Time Adaptation
Xiao Chen *, Qihui Zhang *, Yan Wang (*: equal contribution)
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Unigen: A unified framework for textual dataset generation using large language models Siyuan Wu, Yue Huang, Chujie Gao, Dongping Chen, Qihui Zhang, Yao Wan, Tianyi Zhou, Xiangliang Zhang, Jianfeng Gao, Chaowei Xiao, Lichao Sun. ICLR 2025
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Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge Jiayi Ye, Yanbo Wang, Yue Huang, Dongping Chen, Qihui Zhang, Nuno Moniz, Tian Gao, Werner Geyer, Chao Huang, Pin-Yu Chen, Nitesh V Chawla, Xiangliang Zhang. ICLR 2025
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Triplet-constraint Transformer with Multi-scale Refinement for Dose Prediction in Radiotherapy Lu Wen *, Qihui Zhang *, Zhenghao Feng, Yuanyuan Xu, Xiao Chen, Jiliu Zhou, Yan Wang ISBI 2024 (*: equal contribution)
🎖 Honors and Awards
- 2024.10 National Scholarship.
- 2024.01 National College Computer Ability Challenge - National First Prize.
- 2024.07 Chinese Collegiate Computing Competition - National Third Prize.
- 2022.10 International “Internet +” College Student Innovation and Entrepreneurship Competition - National Third Prize.
- 2024.05 American College Mathematical Contest in Modeling - International Honorable Mention
- 2024.05 National LanQiao Cup Algorithm Competition (Python Group) - Provincial First Prize.
- 2022.10 National College Student Mathematical Modeling Competition - Provincial First Prize.
- 2023.10 Undergraduate Honours Bachelor’s Degree Program.
- 2022.09 Provincial Comprehensive Quality A-level Certificate.
- 2021.10 National Scholarship.
📖 Educations
- 2025.09 - 2028.06 (expected), MSc., Computer Science and Technology, Peking University.
💻 Internships
- 2024.08 - 2024.12 (now), Visual Technology Lab in Alibaba DAMO Academy, China.
💬 Services
- Conference Reviewer for ICLR 2025, ICML 2025, ACL 2025
- Journal Reviewer for ACM Transactions on Information Systems