Graph Contrastive Learning with Stable and Scalable Spectral Encoding. - Deyu Bo; Yuan Fang 001; Yang Liu 348; Chuan Shi 001 (NeurIPS, 2023)

A Survey on Spectral Graph Neural Networks. - Deyu Bo; Xiao Wang 017; Yang Liu 348; Yuan Fang 001; Yawen Li 001; Chuan Shi 001 (CoRR, 2023)

Graph Condensation via Eigenbasis Matching. - Yang Liu 348; Deyu Bo; Chuan Shi 001 (CoRR, 2023)

Graph Distillation with Eigenbasis Matching. - Yang Liu 348; Deyu Bo; Chuan Shi 001 (ICML, 2024)

GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration. - Xin Li 005; Qizhi Chu; Yubin Chen; Yang Liu 348; Yaoqi Liu; Zekai Yu; Weize Chen; Chen Qian; Chuan Shi 001; Cheng Yang 002 (CoRR, 2024)

Graph Positional Autoencoders as Self-supervised Learners. - Yang Liu 348; Deyu Bo; Wenxuan Cao; Yuan Fang 001; Yawen Li 001; Chuan Shi 001 (CoRR, 2025)