Shuangli Li（李双利）

PhD candidate
University of Science and Technology of China
Email: lsl1997@mail.ustc.edu.cn
Google Scholar • GitHub


Bio

Selected Publications

GIANT: Protein-Ligand Binding Affinity Prediction via Geometry-aware Interactive Graph Neural Network.
Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023.
[Paper] [Code]
Multi-Temporal Relationship Inference in Urban Areas.
Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong.
The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-2023), 2023.
[Paper] [Code]
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction.
Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong.
The 36th AAAI Conference on Artificial Intelligence (AAAI-2022), 2022.
[Paper] [Code]
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.
Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong.
The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-2021), 2021. One of the most influential papers in KDD'21 (ranked 12/393)
[Paper] [Code]
Competitive Analysis for Points of Interest.
Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong.
The 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2020), 2020.
[Paper] [Code]

Honors

Academic Services