Contrast and Aggregation Network for Generalized Zero-shot Learning. - Bin Li; Cheng Xie; Jingqi Yang; Haoran Duan 002 (ICANN (2), 2022)

Motif Masking-based Self-Supervised Learning For Molecule Graph Representation Learning. - Yasu Wu; Changlong Fu; Manwen Yang; Haoran Duan 002; Cheng Xie (ICEBE, 2023)

Multi-view graph representation with similarity diffusion for general zero-shot learning. - Beibei Yu; Cheng Xie; Peng Tang; Haoran Duan 002 (Neural Networks, 2023)

Self-supervised contrastive graph representation with node and graph augmentation. - Haoran Duan 002; Cheng Xie; Bin Li; Peng Tang (Neural Networks, 2023)

Masked Auto-Encoder with Multiple Masks for Graph Representation Learning. - Boyu Chen; Cheng Xie; Haoran Duan 002 (ICEBE, 2024)

Reserving-Masking-Reconstruction Model for Self-Supervised Heterogeneous Graph Representation. - Haoran Duan 002; Cheng Xie; Linyu Li 001 (KDD, 2024)

Meta-path and hypergraph fused distillation framework for heterogeneous information networks embedding. - Beibei Yu; Cheng Xie; Hongming Cai 001; Haoran Duan 002; Peng Tang (Inf. Sci., 2024)

Contextual features online prediction for self-supervised graph representation. - Haoran Duan 002; Cheng Xie; Peng Tang; Beibei Yu (Expert Syst. Appl., 2024)

Node and edge dual-masked self-supervised graph representation. - Peng Tang; Cheng Xie; Haoran Duan 002 (Knowl. Inf. Syst., 2024)

Cross-View Masked Model for Self-Supervised Graph Representation Learning. - Haoran Duan 002; Beibei Yu; Cheng Xie (IEEE Trans. Artif. Intell., 2024)

NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning. - Xiong Zhang; Cheng Xie; Haoran Duan 002; Beibei Yu (AAAI, 2025)

Rethinking Regularization Methods for Knowledge Graph Completion. - Linyu Li 001; Zhi Jin; Yuanpeng He; Dongming Jin; Haoran Duan 002; Zhengwei Tao; Xuan Zhang 002; Jiandong Li (CoRR, 2025)

Multi-View Riemannian Manifolds Fusion Enhancement for Knowledge Graph Completion. - LinYu Li 001; Zhi Jin; Xuan Zhang 002; Haoran Duan 002; Jishu Wang; Zhengwei Tao; Haiyan Zhao 001; Xiaofeng Zhu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding. - LinYu Li 001; Zhi Jin; Yuanpeng He; Dongming Jin; Yichi Zhang; Haoran Duan 002; Nyima Tash (CoRR, 2025)