Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. - Kangkang Lu 002; Yanhua Yu; Hao Fei 001; Xuan Li; Zixuan Yang 001; Zirui Guo; Meiyu Liang; Mengran Yin; Tat-Seng Chua (AAAI, 2024)

Hop-based Heterogeneous Graph Transformer. - Zixuan Yang 001; Xiao Wang 017; Yanhua Yu; Yuling Wang; Kangkang Lu 002; Zirui Guo; Xiting Qin; Yunshan Ma 002; Tat-Seng Chua (ECAI, 2024)

Information-Controllable Graph Contrastive Learning for Recommendation. - Zirui Guo; Yanhua Yu; Yuling Wang; Kangkang Lu 002; Zixuan Yang 001; Liang Pang 001; Tat-Seng Chua (RecSys, 2024)

GraphEdit: Large Language Models for Graph Structure Learning. - Zirui Guo; Lianghao Xia; Yanhua Yu; Yuling Wang; Zixuan Yang 001; Wei Wei 027; Liang Pang 001; Tat-Seng Chua; Chao Huang 001 (CoRR, 2024)