Publications

Conference

• ARC: A Generalist Graph Anomaly Detector with In-Context Learning [PDF] [Code]
  Yixin Liu*, Shiyuan Li*, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan.
  Advances in Neural Information Processing Systems (NeurIPS), 2024

• Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation [PDF] [Code]
  Shiyuan Li*, Yixin Liu*, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan.
  ACM International Conference on Information and Knowledge Management (CIKM), 2024.

Journal

• Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach [PDF] [Code]
  Qingfeng Chen*, Shiyuan Li*, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang. IEEE Transactions on Neural Networks and Learning Systems, 2025.

• Bi-SGTAR: A simple yet efficient model for circRNA-disease association prediction based on known association pair only [PDF] [Code]
  Shiyuan Li, Qingfeng Chen, Zhixian Liu, Shirui Pan, Shichao Zhang. Knowledge-based Systems, 2024.

• An iteration model for identifying essential proteins by combining comprehensive PPI network with biological information [PDF]
  Shiyuan Li, Zhen Zhang, Xueyong Li, Yihong Tan, Lei Wang, Zhiping Chen.
  BMC Bioinformatics, 2021.

• An iteration method for identifying yeast essential proteins from weighted PPI network based on topological and functional features of proteins [PDF]
  Shiyuan Li, Zhiping Chen, Xin He, Zhen Zhang, Tingrui Pei, Yihong Tan, Lei Wang.
  IEEE Access, 2020.