Fan Li (ζŽη’ )

Fan Li (ζŽη’ )

I am currently a Ph.D candidate in the Data and Knowledge Research Group (DKR), School of Computer Science and Engineering, University of New South Wales (UNSW). I am now under the joint supervision of Dr. Xiaoyang Wang and Prof. Xuemin Lin. My research interest includes Graph Mining, Hypergraph Learning, and Data-centric AI.

Prior to that, I obtained my bachelor degree in Data Science and Big Data Technology from Tongji University, China, in 2023. I was a research intern at Fintech Lab in Tongji University, supervised by Prof. Dawei Cheng.

πŸ”₯ News

  • 2025.4: Β πŸŽ‰πŸŽ‰ one paper was accepted by IJCAI 2025
  • 2024.11: Β πŸŽ‰πŸŽ‰ one paper was accepted by ICDE 2025
  • 2024.05: Β πŸŽ‰πŸŽ‰ one paper was accepted by TKDE 2024
  • 2024.04: Β πŸŽ‰πŸŽ‰ one paper was accepted by IJCAI 2024

πŸ“ Publications

  • Fan Li, Guoxuan Wang, Huiyu Chu, Dawei Cheng*, and Xiaoyang Wang. PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting International Joint Conference on Artificial Intelligence (IJCAI), 2025 [pdf] [code]

  • Fan Li, Xiaoyang Wang*, Dawei Cheng, Ying Zhang, and Xuemin Lin. Efficient Dynamic Attributed Graph Generation IEEE Interational Conference on Data Engineering (ICDE), 2025 [pdf] [code]

  • Fan Li, Zhiyu Xu, Dawei Cheng*, and Xiaoyang Wang. AdaRisk: Risk-adaptive Deep Reinforcement Learning for Vulnerable Nodes Detection. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 [pdf] [code]

  • Fan Li, Xiaoyang Wang*, Dawei Cheng, Wenjie Zhang, Ying Zhang, and Xuemin Lin. Hypergraph Self-supervised Learning with Sampling-efficient Signals. International Joint Conference on Artificial Intelligence (IJCAI), 2024 [pdf] [code]

  • Jiacheng Ma, Fan Li, Dawei Cheng* et al. Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network. International Joint Conference on Artificial Intelligence (IJCAI), 2023 [pdf]

πŸŽ– Honors and Awards

  • IEEE ICDE 2025 Student Travel Grant (Only 10 recipients worldwide)
  • University International Postgraduate Award (UIPA) granted by University of New South Wales - 2024

πŸ“– Academic Services

  • Conference Reviewer: WWW2025, KDD2025

πŸŽ“ Educations

  • 2023.09 - now, Ph.D Candidate, University of New South Wales, Sydney.
  • 2019.09 - 2023.06, Undergraduate, Tongji Univeristy, Shanghai.