📝 Selected Publications

* Co-first author, ✉️ Corresponding author.

• ICLR 2024 Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs.
  [paper] [code] [slides] [poster] [EN-video]
  Zhanke Zhou, Yongqi Zhang, Jiangchao Yao, Quanming Yao, Bo Han✉️.

• ICLR 2024 Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel.
  [paper] [code] [slides] [poster] [EN-video] [CN-video]
  Xuan Li*, Zhanke Zhou*, Jiangchao Yao, Yu Rong, Lu Zhang, Bo Han✉️.

• NeurIPS 2023 Combating Bilateral Edge Noise for Robust Link Prediction.
  [paper] [code] [slides] [poster] [EN-video] [CN-video] [CN-blog]
  Zhanke Zhou, Jiangchao Yao✉️, Jiaxu Liu, Xiawei Guo, Quanming Yao, Li He, Liang Wang, Bo Zheng, Bo Han✉️.
• ICML 2023 On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation.
  [paper] [code] [slides] [poster] [EN-video] [CN-video] [CN-blog]
  Zhanke Zhou, Chenyu Zhou, Xuan Li, Jiangchao Yao✉️, Quanming Yao, Bo Han✉️.
• KDD 2023 Adaprop: Learning Adaptive Propagation for Graph Neural Network Based Knowledge Graph Reasoning.
  [paper] [code] [slides] [poster] [EN-video] [CN-video]
  Yongqi Zhang*, Zhanke Zhou*, Quanming Yao✉️, Xiaowen Chu, Bo Han.