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I am a third-year PhD student at Mila - Québec AI Institute supervised by Prof. Jian Tang. Before that, I received my B.S. in Computer Science from Fudan University advised by Prof. Zhongzhi Zhang. I was also a machine learning engineering intern at ByteDance Inc., where I worked on recommender systems under the supervision of Yitan Li. Email: zuobai.zhang [at] mila.quebec Github / Google Scholar / CV / Twitter |
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My research interests include machine learning for drug discovery, especially for protein science. I also have general internest in AI4Science and machine learning techniques, e.g., deep generative models, geometric deep learning and self-supervised learning. |
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Kang Jin*, Zuobai Zhang*, Ke Zhang, Francesca Viggiani, Claire Callahan, Jian Tang, Bruce J Aronow, Jian Shu bioRxiv |
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Huiyu Cai*, Zuobai Zhang*, Mingkai Wang*, Bozitao Zhong*, Yanling Wu, Tianlei Ying, Jian Tang bioRxiv |
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Yangtian Zhang*, Zuobai Zhang*, Bozitao Zhong, Sanchit Misra, Jian Tang NeurIPS 2023 |
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Zuobai Zhang*, Minghao Xu*, Aurelie Lozano, Vijil Chenthamarakshan, Payel Das, Jian Tang NeurIPS 2023 (spotlight) |
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Songtao Liu, Zhengkai Tu*, Minkai Xu*, Zuobai Zhang*, Peilin Zhao, Jian Tang, Rex Ying, Lu Lin, Dinghao Wu ICML 2023 |
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Zuobai Zhang, Minghao Xu, Vijil Chenthamarakshan, Aurelie Lozano, Payel Das, Jian Tang ICLR 2023 Machine Learning for Drug Discovery Workshop |
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Zuobai Zhang, Minghao Xu, Arian Jamasb, Vijil Chenthamarakshan, Aurelie Lozano, Payel Das, Jian Tang ICLR 2023 ICML 2022 Pre-Training Workshop |
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Minghao Xu*, Zuobai Zhang*, Jiarui Lu, Zhaocheng Zhu, Yangtian Zhang, Chang Ma, Runcheng Liu, Jian Tang NeurIPS 2022 Datasets and Benchmarks Track |
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Wanyue Xu, Liwang Zhu, Jiale Guan, Zuobai Zhang, Zhongzhi Zhang CIKM 2022 |
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Zhaocheng Zhu, Mikhail Galkin, Zuobai Zhang, Jian Tang ICML 2022 |
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I'm a co-first author of this paper. arXiv |
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Shengchao Liu, Meng Qu, Zuobai Zhang, Huiyu Cai, Jian Tang AISTATS 2022 NeurIPS 2021 AI for Science Workshop |
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Zhaocheng Zhu, Chence Shi, Zuobai Zhang, Shengchao Liu, Minghao Xu, Xinyu Yuan, Yangtian Zhang, Junkun Chen, Huiyu Cai, Jiarui Lu, Chang Ma, Runcheng Liu, Louis-Pascal Xhonneux, Meng Qu, Jian Tang arXiv |
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Yuhao Yi, Bingjia Yang, Zuobai Zhang, Wanyue Xu, Zhongzhi Zhang, Stacy Patterson IEEE Transactions on Information Theory |
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Zhaocheng Zhu, Zuobai Zhang, Louis-Pascal Xhonneux, Jian Tang NeurIPS 2021 |
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Yifan Zhao*, Huiyu Cai*, Zuobai Zhang, Jian Tang, Yue Li Nature Communications |
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Zuobai Zhang, Zhongzhi Zhang, Guanrong Chen CIKM 2021 |
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Wanyue Xu, Bin Wu, Zuobai Zhang, Zhongzhi Zhang, Haibin Kan, Guanrong Chen IEEE Transactions on Cybernetics |
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Zuobai Zhang, Wanyue Xu, Zhongzhi Zhang, Guanrong Chen ICDM 2020 (short paper) |
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Wanyue Xu, Yibin Sheng, Zuobai Zhang, Haibin Kan, Zhongzhi Zhang WWW 2020 |
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Zuobai Zhang, Wanyue Xu, Yuhao Yi, Zhongzhi Zhang IEEE Transactions on Cybernetics |
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Zuobai Zhang, Wanyue Xu, Zhongzhi Zhang WSDM 2020 |
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A machine learning library for protein science based on TorchDrug, providing representation learning models for both sequences and structures, and fundamental protein tasks like function prediction, structure prediction. [Homepage] [Github] [Twitter] |
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A machine learning platform designed for drug discovery, covering techniques from graph machine learning, deep generative models to reinforcement learning. [Homepage] [Github] [Twitter] |
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Outstanding Undergraduates Graduates of Shanghai, Jun. 2021 Scholarships for Outstanding Academic Individuals at Fudan University, Dec. 2020 Shanghai Scholarship (Top 1%), Oct. 2020 SenseTime Scholarship (29 undergrads from China), Jan. 2020 Chinese National Scholarship (Top 1%), Oct. 2019 Wish Scholarship, May 2019 Chun Tsung Scholar Program, Apr. 2019 Chinese National Scholarship (Top 1%), Oct. 2018 Gold Medal, ACM-ICPC Asia Regional Contest EC-Final, Dec. 2017 Gold Medal, ACM-ICPC Asia Regional Contest Qingdao Site, Nov. 2017 Silver Medal, National Olympiad in Informatics, National Finals, Jul. 2016 |
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Updated at Oct. 2023
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