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Quanming Yao

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Knowledge-Enhanced Recommendation with User-Centric Subgraph Network

Mar 21, 2024
Guangyi Liu, Quanming Yao, Yongqi Zhang, Lei Chen

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Graph Unitary Message Passing

Mar 17, 2024
Haiquan Qiu, Yatao Bian, Quanming Yao

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Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs

Mar 15, 2024
Zhanke Zhou, Yongqi Zhang, Jiangchao Yao, Quanming Yao, Bo Han

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Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks

Feb 29, 2024
Zhen Hao Wong, Hansi Yang, Xiaoyi Fu, Quanming Yao

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Towards Versatile Graph Learning Approach: from the Perspective of Large Language Models

Feb 23, 2024
Lanning Wei, Jun Gao, Huan Zhao, Quanming Yao

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Robust Communicative Multi-Agent Reinforcement Learning with Active Defense

Dec 16, 2023
Lebin Yu, Yunbo Qiu, Quanming Yao, Yuan Shen, Xudong Zhang, Jian Wang

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Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning

Nov 25, 2023
Yaqing Wang, Zaifei Yang, Quanming Yao

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Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network

Nov 15, 2023
Yongqi Zhang, Quanming Yao, Ling Yue, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng

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Combating Bilateral Edge Noise for Robust Link Prediction

Nov 02, 2023
Zhanke Zhou, Jiangchao Yao, Jiaxu Liu, Xiawei Guo, Quanming Yao, Li He, Liang Wang, Bo Zheng, Bo Han

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Ensemble Learning for Graph Neural Networks

Oct 22, 2023
Zhen Hao Wong, Ling Yue, Quanming Yao

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