Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification. - Xiaoqing Zhang 001; Gelei Xu; Junyong Shen; Zunjie Xiao; Qiuyang Yan; Jin Yuan; Risa Higashita; Jiang Liu 001 (ICME, 2022)

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT. - Zunjie Xiao; Xiaoqing Zhang 001; Qingyang Sun; Zhuofei Wei; Gelei Xu; Jin Yuan; Risa Higashita; Jiang Liu 001 (PRCV (2), 2022)

Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. - Gelei Xu; Yawen Wu; Jingtong Hu; Yiyu Shi 001 (CoRR, 2022)

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT. - Xiaoqing Zhang 001; Zunjie Xiao; Lingxi Hu; Gelei Xu; Risa Higashita; Wan Chen; Jin Yuan; Jiang Liu 001 (Knowl. Based Syst., 2022)

Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation. - Gelei Xu; Ningzhi Tang; Jun Xia 003; Wei Jin 009; Yiyu Shi 001 (CoRR, 2024)

An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals. - Gelei Xu; Ruiyang Qin; Zhi Zheng; Yiyu Shi 001 (CoRR, 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 001 (CoRR, 2024)

The cost of local and global fairness in Federated Learning. - Yuying Duan; Gelei Xu; Yiyu Shi 001; Michael Lemmon 001 (AISTATS, 2025)

Enabling Memory-Efficient On-Device Learning via Dataset Condensation. - Gelei Xu; Ningzhi Tang; Jun Xia 003; Ruiyang Qin; Wei Jin 009; Yiyu Shi 001 (DATE, 2025)

Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Expert. - Gelei Xu; Yuying Duan; Zheyuan Liu 010; Xueyang Li; Meng Jiang 001; Michael Lemmon 001; Wei Jin 009; Yiyu Shi 001 (CoRR, 2025)