Kaiyu Guo

According to our database, Kaiyu Guo authored at least 14 papers between 2019 and 2026.

Collaborative distances:

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

2026

Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring.

Rui Sun, Yiwen Yang, Kaiyu Guo, Chen Jiang, Dongli Xu, Zhaonan Liu, Tan Pan, Limei Han, Xue Jiang, Wu Wei, Yuan Cheng

CoRR, February, 2026

Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective.

Tan Pan, Yixuan Sun, Chen Jiang, Qiong Gao, Rui Sun, Xingmeng Zhang, Zhenqi Yang, Limei Han, Yixiu Liang, Yuan Cheng, Kaiyu Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization.

Tan Pan, Kaiyu Guo, Dongli Xu, Zhaorui Tan, Chen Jiang, Deshu Chen, Xin Guo, Brian C. Lovell, Limei Han, Yuan Cheng, Mahsa Baktashmotlagh

CoRR, September, 2025

SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images.

Kaiyu Guo, Tan Pan, Chen Jiang, Zijian Wang, Brian C. Lovell, Limei Han, Yuan Cheng, Mahsa Baktashmotlagh

CoRR, May, 2025

Energy-derivative attention enhanced deep learning for multi-phase segmentation of mesoscale heterogeneous material using X-ray computed tomography images.

Xin Jing, Yu Wang, Yixuan Huan, Kaiyu Guo, Jiaqi Dong, Zhanxiong Ma, Yang Xu, Qiangqiang Zhang

Eng. Appl. Artif. Intell., 2025

Spectral Distribution Alignment for Enhanced Generalization in Regression.

Kaiyu Guo, Zijian Wang, Brian C. Lovell, Mahsa Baktashmotlagh

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Improving Out-of-Distribution Detection via Dynamic Covariance Calibration.

Kaiyu Guo, Zijian Wang, Tan Pan, Brian C. Lovell, Mahsa Baktashmotlagh

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

Structure-Aware Semantic Discrepancy and Consistency for 3D Medical Image Self-Supervised Learning.

Tan Pan, Zhaorui Tan, Kaiyu Guo, Dongli Xu, Weidi Xu, Chen Jiang, Xin Guo, Yuan Qi, Yuan Cheng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

An effective trajectory planning heuristics for UAV-assisted vessel monitoring system.

Jie Zhu, Kaiyu Guo, Pengfei He, Haiping Huang, Reza Malekian, Yuzhong Sun

Peer Peer Netw. Appl., July, 2024

Chaos theory meets deep learning: A new approach to time series forecasting.

Bowen Jia, Huyu Wu, Kaiyu Guo

Expert Syst. Appl., 2024

Multivariate prototype representation for domain-generalized incremental learning.

Can Peng, Piotr Koniusz, Kaiyu Guo, Brian C. Lovell, Peyman Moghadam

Comput. Vis. Image Underst., 2024

Domain-aware triplet loss in domain generalization.

Kaiyu Guo, Brian C. Lovell

Comput. Vis. Image Underst., 2024

SGX2CT: Self-part Guided 3D CT and Spine Model Reconstruction from Biplanar Lumbar X-rays.

Kaiyu Guo, Liang Zhao, Xiandi Wang, Kang Li

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

2019

Face Frontalization with Inpainting Method.

Kaiyu Guo, Juyong Zhang

Proceedings of the ICCPR '19: 8th International Conference on Computing and Pattern Recognition, 2019