Mengchen Fan

According to our database, Mengchen Fan authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Measuring Heterogeneity in Machine Learning with Distributed Energy Distance.

Mengchen Fan, Baocheng Geng, Roman Shterenberg, Joseph A. Casey, Zhong Chen, Keren Li

CoRR, January, 2025

A unified DNN weight compression framework using reweighted optimization methods.

Mengchen Fan, Tianyun Zhang, Xiaolong Ma, Jiacheng Guo, Zheng Zhan, Shanglin Zhou, Minghai Qin, Caiwen Ding, Baocheng Geng, Makan Fardad, Yanzhi Wang

Intell. Syst. Appl., 2025

A Unified Framework for the Convergence and Weight Pruning in Federated Learning.

Mengchen Fan, Tianyun Zhang, Baocheng Geng

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

PFedDST: Personalized Federated Learning with Decentralized Selection Training.

Mengchen Fan, Keren Li, Tianyun Zhang, Qing Tian, Baocheng Geng

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching.

Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney

CoRR, 2024

Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching.

Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney

Proceedings of the 27th International Conference on Information Fusion, 2024