Zhigan Zhou

According to our database, Zhigan Zhou authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

Deep generative framework for modeling single-cell drug perturbation response.

Yongqing Zhang, Chenpeng Wu, Tianhao Li, Zhigan Zhou, Zhengxiao Huang, Aochen Zhang, Zixuan Wang

Neural Networks, 2026

An efficient deep template matching and in-plane pose estimation method via template-aware dynamic convolution.

Ke Jia, Ji Zhou, Hanxin Li, Zhigan Zhou, Haojie Chu, Xiaojie Li

Expert Syst. Appl., 2026

Explainable multiscale representation learning for anticancer peptide prediction.

Yongqing Zhang, Xinyu Mao, Yuhang Liu, Wang Li, Zhigan Zhou, Yugui Xu, Jin Wu, Quan Zou, Lei Xu

Eng. Appl. Artif. Intell., 2026

2025

A Multi-Omics Data Integration Framework for Gene Regulatory Network Inference Based on Contrastive Learning.

Yongqing Zhang, Zhigan Zhou, Maocheng Wang, Xinyu Mao, Zixuan Wang, Quan Zou

IEEE Trans. Comput. Biol. Bioinform., 2025

MMGCSyn: Explainable synergistic drug combination prediction based on multimodal fusion.

Yongqing Zhang, Hao Yuan, Yuhang Liu, Shuwen Xiong, Zhigan Zhou, Yugui Xu, Xinyu Mao, Meiqin Gong

Future Gener. Comput. Syst., 2025

Enhancing Drug Synergy Prediction via flexible Fusion of Multimodal Heterogeneous Data.

Yugui Xu, Hao Yuan, Xinyu Mao, Zhigan Zhou, Yuhang Liu, Shuwen Xiong, Zixuan Wang, Yongqing Zhang

Proceedings of the International Joint Conference on Neural Networks, 2025

Single Cell Mosaic Integration via Regulatory Graph Guided Variational Cross-modal Fusion.

Jiaheng Lv, Zixuan Wang, Zhigan Zhou, Yongqing Zhang

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Cell-Specific Highly Correlated Network for Self-Supervised Distillation in Cell Type Annotation.

Tianhao Li, Yugui Xu, Sihan He, Yuhang Liu, Zixuan Wang, Zhigan Zhou, Yongqing Zhang, Quan Zou

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024