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Wen Tao
I received my master's degree in Computer Science and Technology from Hunan University, where I worked with Prof. Xiangxiang Zeng and Prof. Yuansheng Liu. Previously, I completed my bachelor's degree in Computer Science and Technology at China University of Mining and Technology.
Research: My research interests focus on large language models and graph machine learning for drug discovery.
Email /
Github /
Google Scholar
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Education
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September 2021 – June 2024, GPA: 3.86/4.00, Rank: 1/32
Master of Engineering in Computer Science and Technology, Hunan University (HNU)
Supervisor: Prof. Xiangxiang Zeng, Prof. Yuansheng Liu
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September 2017 – June 2021, GPA: 88.18/100
Bachelor of Engineering in Computer Science and Technology, China University of Mining and Technology (CUMT)
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Publications (Full publications: here)
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Prediction of multi-relational drug-gene interaction via Dynamic hyperGraph Contrastive Learning
Wen Tao, Yuansheng Liu, Xuan Lin, Bosheng Song, Xiangxiang Zeng
Briefings in Bioinformatics 2023 [ Paper | Code ]
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Bridging chemical structure and conceptual knowledge enables accurate prediction of compound-protein interaction
Wen Tao, Xuan Lin, Yuansheng Liu, Li Zeng, Tengfei Ma, Ning Cheng, Jing Jiang, Xiangxiang Zeng, Sisi Yuan
BMC Biology 2024 [ Paper | Code ]
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Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction Prediction
Tengfei Ma, Yujie Chen, Wen Tao, Dashun Zheng, Xuan Lin, Patrick Cheong-Iao Pang, Yiping Liu, Yijun Wang, Longyue Wang, Bosheng Song, Xiangxiang Zeng, Philip S. Yu
IEEE Transactions on Knowledge and Data Engineering 2024 [ Paper | Code ]
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Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation
Tengfei Ma, Xiang Song, Wen Tao, Mufei Li, Jiani Zhang, Xiaoqin Pan, Yijun Wang, Bosheng Song, Xiangxiang Zeng
ICLR 2025 [ Paper | Code ]
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Awards
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Outstanding Master's Thesis (Top 3%), HNU, 2024
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Provincial-Level Outstanding Graduate (Top 1%), HNU, 2024
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University-Level Outstanding Graduate, HNU, 2024
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National Scholarship (Top 1%), HNU, 2023
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First-Class Academic Scholarship, HNU, 2021 & 2022 & 2023
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Hugo Shong Scholarship (Sole recipient among all departmental graduate students), HNU, 2023
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Excellent Graduate Student, HNU, 2023
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Excellent Graduation Thesis (Top 2%), CUMT, 2021
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College-Level Excellent Student, CUMT, 2018 & 2019 & 2020
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China College Students’ ‘Internet+’ Innovation and Entrepreneurship Competition, Second Prize, CUMT, 2018
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Learning Star for Integrated English (Course Grade Ranking: 5/5348), CUMT, 2018
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