Lingwei Zhang

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E348 Westgate Building, State College, PA 16801

I am a first-year Ph.D. student in Informatics at The Pennsylvania State University under the supervision of Dr. Fenglong Ma. Before that, I earned my M.S. in Computer Science at Johns Hopkins University and B.Eng. in Computer Science and Engineering at Tsinghua University, Yao Class.

My research interests include Multimodal Large Language Models (MLLMs) and multimodal knowledge graphs, with a particular focus on how MLLMs interpret and reason over healthcare data.

selected publications

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    Rethinking the Development of Large Language Models from the Causal Perspective: A Legal Text Prediction Case Study
    Haotian Chen, Lingwei Zhang, Yiran Liu, and 1 more author
    Proceedings of the AAAI Conference on Artificial Intelligence, Mar 2024