Chenguang Xiao

According to our database, Chenguang Xiao authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Benchmarking Federated Machine Unlearning methods for Tabular Data.

Chenguang Xiao, Abhirup Ghosh, Han Wu, Shuo Wang, Diederick van Thiel

CoRR, April, 2025

Meta-Learning Enables Complex Cluster-Specific Few-Shot Binding Affinity Prediction for Protein-Protein Interactions.

Yang Yue, Yihua Cheng, Céline Marquet, Chenguang Xiao, Jingjing Guo, Shu Li, Shan He

J. Chem. Inf. Model., 2025

Automated Class Imbalance Learning via Few-Shot Multi-Objective Bayesian Optimization With Deep Kernel Gaussian Processes.

Zhaoyang Wang, Shuo Wang, Damien Ernst, Chenguang Xiao

IEEE Access, 2025

2024

FedGA: Federated Learning with Gradient Alignment for Error Asymmetry Mitigation.

Chenguang Xiao, Zheming Zuo, Shuo Wang

CoRR, 2024

Rethinking the initialization of Momentum in Federated Learning with Heterogeneous Data.

Chenguang Xiao, Shuo Wang

CoRR, 2024

2023

Triplets Oversampling for Class Imbalanced Federated Datasets.

Chenguang Xiao, Shuo Wang

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

FcTC-UNet: Fine-grained Combination of Transformer and CNN for Thoracic Organs Segmentation.

Liang Qiao, Qiang Liu, Jun Shi, Minfan Zhao, Hongyu Kan, Zhaohui Wang, Hong An, Chenguang Xiao, Shuo Wang

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

An Experimental Study of Class Imbalance in Federated Learning.

Chenguang Xiao, Shuo Wang

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021