Gelei Xu

According to our database, Gelei Xu authored at least 10 papers between 2022 and 2025.

Collaborative distances:

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

2025

Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Expert.

Gelei Xu, Yuying Duan, Zheyuan Liu, Xueyang Li, Meng Jiang, Michael Lemmon, Wei Jin, Yiyu Shi

CoRR, June, 2025

Enabling Memory-Efficient On-Device Learning via Dataset Condensation.

Gelei Xu, Ningzhi Tang, Jun Xia, Ruiyang Qin, Wei Jin, Yiyu Shi

Proceedings of the Design, Automation & Test in Europe Conference, 2025

The cost of local and global fairness in Federated Learning.

Yuying Duan, Gelei Xu, Yiyu Shi, Michael Lemmon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge.

Ruiyang Qin, Dancheng Liu, Gelei Xu, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi

CoRR, 2024

An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals.

Gelei Xu, Ruiyang Qin, Zhi Zheng, Yiyu Shi

CoRR, 2024

Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation.

Gelei Xu, Ningzhi Tang, Jun Xia, Wei Jin, Yiyu Shi

CoRR, 2024

2022

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT.

Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu

Knowl. Based Syst., 2022

Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization.

Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi

CoRR, 2022

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT.

Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification.

Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022