I am a PhD candidate in the School of Computing at National University of Singapore (NUS), advised by Prof. Bryan Hooi. Prior to that, I received my Master’s degree at Beijing University of Posts and Telecommunications, jointly advised by Prof. Chuan Shi and Prof. Xiao Wang. My research interests include Graph Neural Networks, Large Language Models.
🔥 News
- 2025.05: One paper accepted by KDD 2025
- 2025.05: One paper accepted by TKDE
📝 Publications
AuCoGNN: Enhancing Graph Fairness Learning under Distribution Shifts with Automated Graph Generation
Xiao Wang, Yibo Li, Yujie Xing, Shaohua Fan, Chuan Shi
TKDE 2025
Advancing Molecular Graph-Text Pre-training via Fine-grained Alignment
Yibo Li, Yuan Fang, Mengmei Zhang, Chuan Shi
KDD 2025
Graph foundation models: Concepts, opportunities and challenges
Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi
TPAMI 2025
Graph Fairness Learning under Distribution Shifts
Yibo Li, Xiao Wang, Yujie Xing, Shaohua Fan, Ruijia Wang, Yaoqi Liu, Chuan Shi
WWW 2024
A Generalized Neural Diffusion Framework on Graphs
Yibo Li, Xiao Wang, Hongrui Liu, Chuan Shi
AAAI 2024
Less is More: on the Over-Globalizing Problem in Graph Transformers
Yujie Xing, Xiao Wang, Yibo Li, Hai Huang, Chuan Shi
ICML 2024 Oral
Towards adaptive information fusion in graph convolutional networks
Meiqi Zhu, Xiao Wang, Chuan Shi, Yibo Li, Junping Du
TKDE 2023
Tianyu Zhao, Cheng Yang, Yibo Li, Quan Gan, Zhenyi Wang, Fengqi Liang, Huan Zhao, Yingxia Shao, Xiao Wang, Chuan Shi
SIGIR 2022
🎖 Honors and Awards
- 2022.07 Outstanding Graduate Student Award of Beijing
- 2023.10 The University’s First-Class Scholarship
📖 Educations
- 2025.08 - now, PhD candidate in School of Computing, National University of Singapore, Singapore
- 2022.09 - 2025.06, Postgraduate in the School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China
- 2018.09 - 2022.06, Undergraduate in the School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China
💻 Internships
- 2023.10 - 2024.03, Singapore Management University, Singapore