Contrastive Learning Meets Homophily: Two Birds with One Stone. - Dongxiao He; Jitao Zhao; Rui Guo; Zhiyong Feng 002; Di Jin 001; Yuxiao Huang; Zhen Wang 004; Weixiong Zhang (ICML, 2023)

A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning. - Dongxiao He; Jitao Zhao; Cuiying Huo; Yongqi Huang; Yuxiao Huang; Zhiyong Feng 002 (AAAI, 2024)

Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering. - Dongxiao He; Lianze Shan; Jitao Zhao; Hengrui Zhang; Zhen Wang 004; Weixiong Zhang (NeurIPS, 2024)

FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features. - Jitao Zhao; Di Jin 001; Meng Ge; Lianze Shan; Xin Wang 030; Dongxiao He; Zhiyong Feng 002 (NeurIPS, 2024)

GA-GGD: Improving semantic discriminability in graph contrastive learning via Generative Adversarial Network. - Jitao Zhao; Dongxiao He; Meng Ge; Yongqi Huang; Lianze Shan; Yongbin Qin; Zhiyong Feng 002 (Inf. Fusion, 2024)

A multi-stage feature fusion defogging network based on the attention mechanism. - Yuqin Song; Jitao Zhao; Chunliang Shang (J. Supercomput., 2024)

LBCNet: A lightweight bilateral cascaded feature fusion network for real-time semantic segmentation. - Yuqin Song; Chunliang Shang; Jitao Zhao (J. Supercomput., 2024)

Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling. - Yongqi Huang; Jitao Zhao; Dongxiao He; Di Jin 001; Yuxiao Huang; Zhen Wang 004 (AAAI, 2025)

Str-GCL: Structural Commonsense Driven Graph Contrastive Learning. - Dongxiao He; Yongqi Huang; Jitao Zhao; Xiaobao Wang; Zhen Wang 004 (WWW, 2025)

Graph contrastive learning with multiple information fusion. - Xiaobao Wang; Jun Yang; Zhiqiang Wang; Dongxiao He; Jitao Zhao; Yuxiao Huang; Di Jin 001 (Expert Syst. Appl., 2025)

Distill & Contrast: A New Graph Self-Supervised Method With Approximating Nature Data Relationships. - Dongxiao He; Jitao Zhao; Rui Guo; Zhiyong Feng 002; Cuiying Huo; Di Jin 001; Witold Pedrycz; Weixiong Zhang (IEEE Trans. Knowl. Data Eng., 2025)