Scholar
Yibo Li
Google Scholar ID: kdd-ohUAAAAJ
National University of Singapore
Citations & Impact
Citations
324
H-index
7
i10-index
6
Publications
11
Co-authors
2
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- - ConfTuner: Training Large Language Models to Express Their Confidence Verbally, NeurIPS 2025
- - MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research, NeurIPS 2025
- - AuCoGNN: Enhancing Graph Fairness Learning under Distribution Shifts with Automated Graph Generation, TKDE 2025
- - Advancing Molecular Graph-Text Pre-training via Fine-grained Alignment, KDD 2025
- - Graph foundation models: Concepts, opportunities and challenges, TPAMI 2025
- - Graph Fairness Learning under Distribution Shifts, WWW 2024
- - A Generalized Neural Diffusion Framework on Graphs, AAAI 2024
- - Less is More: on the Over-Globalizing Problem in Graph Transformers, ICML 2024 (Oral)
- - Towards adaptive information fusion in graph convolutional networks, TKDE 2023
- - Space4hgnn: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network, SIGIR 2022
- Awards:
- - 2022.07: Outstanding Graduate Student Award of Beijing
- - 2023.10: The University’s First-Class Scholarship
Background
- Research interests include Graph Neural Networks and Large Language Models. Currently a PhD candidate in the School of Computing at National University of Singapore, advised by Prof. Bryan Hooi. Previously, received a Master’s degree from Beijing University of Posts and Telecommunications, jointly advised by Prof. Chuan Shi and Prof. Xiao Wang.
