Hai-Chun Cai

According to our database, Hai-Chun Cai authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Max-Min framework for invariant learning with consistency and diversity in domain generalization.

Huibin Lin, Chun-Yang Zhang, Yuena Lin, Hai-Chun Cai, C. L. Philip Chen

Pattern Recognit., 2026

2025

Simplified Graph Contrastive Learning Model Without Augmentation.

Yue-Na Lin, Gengyu Lyu, Hai-Chun Cai, Deng-Bao Wang, Haobo Wang, Zhen Yang

IEEE Trans. Knowl. Data Eng., October, 2025

GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding.

Yan-Jiang Cai, Hai-Chun Cai, Chun-Yang Zhang, C. L. Philip Chen, Qian-Xi Tang

IEEE Trans. Comput. Soc. Syst., October, 2025

Adaptive Multidocument Summarization Via Graph Representation Learning.

Gui-Huang Zeng, Yan-Qin Liu, Chun-Yang Zhang, Hai-Chun Cai, C. L. Philip Chen

IEEE Trans. Cogn. Dev. Syst., August, 2025

CaliGCL: Calibrated Graph Contrastive Learning via Partitioned Similarity and Consistency Discrimination.

Yuena Lin, Hao Wei, Hai-Chun Cai, Bohang Sun, Tao Yang, Zhen Yang, Gengyu Lyu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries.

Yuena Lin, Haichun Cai, Jun-Yi Hang, Haobo Wang, Zhen Yang, Gengyu Lyu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary.

Yuena Lin, Yiyuan Wang, Gengyu Lyu, Yongjian Deng, Haichun Cai, Huibin Lin, Haobo Wang, Zhen Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Fuzzy Neural Network for Representation Learning on Uncertain Graphs.

Yue-Na Lin, Hai-Chun Cai, Chun-Yang Zhang, Hong-Yu Yao, C. L. Philip Chen

IEEE Trans. Fuzzy Syst., September, 2024

Multiple Views to Free Graph Augmentations.

Yue-Na Lin, Hai-Chun Cai, Chun-Yang Zhang, C. L. Philip Chen

IEEE Trans. Comput. Soc. Syst., June, 2024

Sparse Graph Transformer With Contrastive Learning.

Chun-Yang Zhang, Wu-Peng Fang, Hai-Chun Cai, C. L. Philip Chen, Yue-Na Lin

IEEE Trans. Comput. Soc. Syst., February, 2024

2023

Fuzzy Representation Learning on Graph.

Chun-Yang Zhang, Yue-Na Lin, C. L. Philip Chen, Hong-Yu Yao, Hai-Chun Cai, Wu-Peng Fang

IEEE Trans. Fuzzy Syst., October, 2023

Graph Representation Learning With Adaptive Metric.

Chun-Yang Zhang, Hai-Chun Cai, C. L. Philip Chen, Yue-Na Lin, Wu-Peng Fang

IEEE Trans. Netw. Sci. Eng., 2023