Yiran Li 李一然

Research Interests

• Graph Data Analytics
• Big Data Processing
• Graph Learning
• AI for science

Updates

• 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, Renchi Yang, Jieming Shi. "Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation." SIGMOD 2023. [Presentation video] [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. [Technical report] [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. [Paper] [Code]
• Yiran Li, Gongyao Guo, Jieming Shi, and Sibo Wang. "Efficient Integration of Multi-View Attributed Graphs for Clustering and Embedding." ICDE 2025. [Paper] [Code]
• Yiran Li, Gongyao Guo, Chen Feng, and Jieming Shi. "Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges." To appear at VLDB 2025. [Code]

Links