Yiran Li 李一然

Research Interests

• Scalable algorithms for graph data analytics
• Computational methods for science, e.g., chemistry

Updates

• 2025-11-10 I am joining the MSRG group at the University of Toronto as a postdoctoral fellow, working with Prof. Hans-Arno Jacobsen.
• 2025-08-15 I successfully defended my PhD thesis! The title of my thesis is "Advancing Clustering and Embedding for Attributed Network Structures".
• 2025-06-22 Our paper "Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges" is accepted to VLDB 2025.
• 2025-06-03 I'm looking for postdoc positions!

Publications

• Yiran Li, Gongyao Guo, Chen Feng, and Jieming Shi. "Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges." VLDB 2025. [arXiv] [Code]
• Yiran Li, Gongyao Guo, Jieming Shi, and Sibo Wang. "Efficient Integration of Multi-View Attributed Graphs for Clustering and Embedding." ICDE 2025. [arXiv] [Code]
• Ding, Zhihao, Ting Zhang, Yiran Li, Jieming Shi, and Chen Jason Zhang. "RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction." AAAI 2025. [arXiv] [Code]
• Yiran Li, Gongyao Guo, Jieming Shi, Renchi Yang, Shiqi Shen, Qing Li, Jun Luo. "A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation." The VLDB Journal 2024. [arXiv] [Technical report] [Code]
• Yiran Li, Renchi Yang, Jieming Shi. "Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation." SIGMOD 2023. [Presentation video] [Code]

Links