Human interactome resource and gene set linkage analysis for the functional interpretation of biologically meaningful gene sets. - Xi Zhou 009; Pengcheng Chen; Qiang Wei; Xueling Shen; Xin Chen (Bioinform., 2013)

Neighbor Contrastive Learning on Learnable Graph Augmentation. - Xiao Shen 001; Dewang Sun; Shirui Pan; Xi Zhou 009; Laurence T. Yang (AAAI, 2023)

Label-Aware Hierarchical Contrastive Domain Adaptation for Cross-Network Node Classification. - Peng Xue 006; Mengqiu Shao; Xi Zhou 009; Xiao Shen 001 (ADMA (3), 2023)

Domain-adaptive message passing graph neural network. - Xiao Shen 001; Shirui Pan; Kup-Sze Choi; Xi Zhou 009 (Neural Networks, 2023)

Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454]. - Xiao Shen 001; Shirui Pan; Kup-Sze Choi; Xi Zhou 009 (Neural Networks, 2023)

Dual separated attention-based graph neural network. - Xiao Shen 001; Kup-Sze Choi; Xi Zhou 009 (Neurocomputing, 2024)

Contrastive domain-adaptive graph selective self-training network for cross-network edge classification. - Mengqiu Shao; Peng Xue 006; Xi Zhou 009; Xiao Shen 001 (Pattern Recognit., 2024)

Domain-Adaptive Graph Attention-Supervised Network for Cross-Network Edge Classification. - Xiao Shen 001; Mengqiu Shao; Shirui Pan; Laurence T. Yang; Xi Zhou 009 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment. - Xiao Shen 001; Zhihao Chen; Shirui Pan; Shuang Zhou 012; Laurence T. Yang; Xi Zhou 009 (AAAI, 2025)

Hierarchical graph contrastive domain adaptation for multi-source cross-network node classification. - Chuanyun Lin; Xi Zhou 009; Xiao Shen 001 (Expert Syst. Appl., 2025)

negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification. - Junwei Gong; Xiao Shen 001; Zhihao Chen; Shirui Pan; Xiao Wang 017; Xi Zhou 009 (WWW, 2026)