Kuan Li
Scholar

Kuan Li

Google Scholar ID: Bud1l3kAAAAJ
Hong Kong University of Science and Technology (HKUST)
LLM agentmachine learning on graphsadversarial robustness
Citations & Impact
All-time
Citations
438
 
H-index
9
 
i10-index
9
 
Publications
13
 
Co-authors
4
list available
Resume (English only)
Academic Achievements
  • Published 'LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing' at ICML 2025
  • Published 'Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective' at ICLR 2024
  • Published 'FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs' at KDD 2023
  • Published 'Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective' at ICLR 2023
  • Published 'Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN' at KDD 2022
  • First or co-first author of multiple arXiv 2025 papers on web agents, including 'WebSailor-V2', 'ReSum', and 'WebSailor'