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2020 – today
- 2025
[j5]Xiaobao Wang
, Jun Yang, Zhiqiang Wang, Dongxiao He, Jitao Zhao, Yuxiao Huang, Di Jin:
Graph contrastive learning with multiple information fusion. Expert Syst. Appl. 268: 126129 (2025)- [j4]Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Cuiying Huo, Di Jin, Witold Pedrycz, Weixiong Zhang:
Distill & Contrast: A New Graph Self-Supervised Method With Approximating Nature Data Relationships. IEEE Trans. Knowl. Data Eng. 37(6): 3284-3297 (2025) - [c6]Yongqi Huang, Jitao Zhao, Dongxiao He, Di Jin, Yuxiao Huang, Zhen Wang:
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling. AAAI 2025: 17511-17518 - [c5]Dongxiao He, Yongqi Huang, Jitao Zhao, Xiaobao Wang, Zhen Wang:
Str-GCL: Structural Commonsense Driven Graph Contrastive Learning. WWW 2025: 1129-1141 - [i1]Yongqi Huang, Jitao Zhao, Dongxiao He, Di Jin, Yuxiao Huang, Zhen Wang:
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling. CoRR abs/2503.17908 (2025) - 2024
- [j3]Jitao Zhao, Dongxiao He, Meng Ge, Yongqi Huang, Lianze Shan, Yongbin Qin, Zhiyong Feng:
GA-GGD: Improving semantic discriminability in graph contrastive learning via Generative Adversarial Network. Inf. Fusion 110: 102465 (2024) - [j2]Yuqin Song, Jitao Zhao, Chunliang Shang:
A multi-stage feature fusion defogging network based on the attention mechanism. J. Supercomput. 80(4): 4577-4599 (2024) - [j1]Yuqin Song, Chunliang Shang, Jitao Zhao:
LBCNet: A lightweight bilateral cascaded feature fusion network for real-time semantic segmentation. J. Supercomput. 80(6): 7293-7315 (2024) - [c4]Dongxiao He, Jitao Zhao, Cuiying Huo, Yongqi Huang, Yuxiao Huang, Zhiyong Feng:
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning. AAAI 2024: 12340-12348 - [c3]Dongxiao He, Lianze Shan, Jitao Zhao, Hengrui Zhang, Zhen Wang, Weixiong Zhang:
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering. NeurIPS 2024 - [c2]Jitao Zhao, Di Jin, Meng Ge, Lianze Shan, Xin Wang, Dongxiao He, Zhiyong Feng:
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features. NeurIPS 2024 - 2023
- [c1]Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang:
Contrastive Learning Meets Homophily: Two Birds with One Stone. ICML 2023: 12775-12789
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