CV

Education

B.Eng. student in Software Engineering, Fudan University, 2023–Present

Research Interests

Trustworthy evaluation of large language models
Medical NLP and real-world clinical benchmarks
Open-ended novelty assessment and scientific intelligence

Selected Publications

OpenNovelty: An Open-domain Benchmark for Evaluating the Open-ended Novelty of Language Models

Wenqing Jing, Jingyi Deng, Huayu Sha, Jiajun Jiao, Shichun Liu, Changhao Jiang, Ming Zhang, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, and Xuanjing Huang. 2026. OpenNovelty: An Open-domain Benchmark for Evaluating the Open-ended Novelty of Language Models. arXiv preprint arXiv:2601.01576.

LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models

Ming Zhang, Yujiong Shen, Jingyi Deng, Yuhui Wang, Yue Zhang, Junzhe Wang, Shichun Liu, Shihan Dou, Huayu Sha, Qiyuan Peng, Changhao Jiang, Jingqi Tong, Yilong Wu, Zhihao Zhang, Mingqi Wu, Zhiheng Xi, Mingxu Chai, Tao Liang, Zhihui Fei, Zhen Wang, Mingyang Wan, Guojun Ma, Tao Gui, Qi Zhang, and Xuanjing Huang. 2025. LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models. arXiv preprint arXiv:2508.05452.

LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation

Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, and Xuanjing Huang. 2025. LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation. Findings of EMNLP 2025.

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