基本信息
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Career Trajectory
Bio
My research focuses on multi-modal machine learning (e.g., vision and language) and applications to health and broad science. My recent works explain the representation space geometry from multi-modal contrastive learning (ICLR'24, ICLR'23, NeurIPS'22), analyze behaviors of multi-modal foundation models (NeurIPS'24, EMNLP'24, ICLR'23, ACL'23, NeurIPS'23, TMLR'23), solve novel tasks by compounding vision-language foundation models (CVPR'24, ECCV'24, NEJM AI'24), and adapt these foundation models to health (ML4H'22, JAMIA'21, npj Digital Medicine'19, npj Digital Medicine'18). I have also contributed to many open-source systems, including Stanza, HELM, Jiuge, and OpenLM (ACL'20, TMLR'22, ACL'19).
Research Interests
Papers共 37 篇Author StatisticsCo-AuthorSimilar Experts
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COMPUTER VISION - ECCV 2024, PT LXXX (2025): 58-76
Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Austin Wolfgang Katzer, Collin Chiu,Anita Rau,Xiaohan Wang,Yuhui Zhang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy
arxiv(2025)
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Yuhui Zhang, Yuchang Su, Yiming Liu,Xiaohan Wang, James Burgess, Elaine Sui, Chenyu Wang, Josiah Aklilu, Alejandro Lozano, Anjiang Wei,Ludwig Schmidt, Serena Yeung-Levy
arxiv(2025)
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arxiv(2025)
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CoRR (2024)
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Computer Vision and Pattern Recognitionpp.24199-24208, (2024)
Alejandro Lozano,Jeffrey Nirschl,James Burgess, Sanket Rajan Gupte,Yuhui Zhang, Alyssa Unell,Serena Yeung-Levy
CoRR (2024)
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Weixin Liang,Yuhui Zhang,Hancheng Cao, Binglu Wang,Daisy Ding,Xinyu Yang,Kailas Vodrahalli, Siyu He, Daniel Smith,Yian Yin,Daniel McFarland,James Zou
NEJM AI (2024)
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OPTICS AND LASER TECHNOLOGY (2024)
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Author Statistics
#Papers: 36
#Citation: 2626
H-Index: 12
G-Index: 23
Sociability: 5
Diversity: 1
Activity: 10
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