Gelei Xu

According to our database, Gelei Xu authored at least 20 papers between 2022 and 2026.

Collaborative distances:

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

2026

Programming by Chat: A Large-Scale Behavioral Analysis of 11,579 Real-World AI-Assisted IDE Sessions.

Ningzhi Tang, Chaoran Chen, Zihan Fang, Gelei Xu, Maria Dhakal, Yiyu Shi, Collin McMillan, Yu Huang, Toby Jia-Jun Li

CoRR, April, 2026

Patient-Conditioned Adaptive Offsets for Reliable Diagnosis across Subgroups.

Gelei Xu, Yuying Duan, Jun Xia, Ruining Deng, Wei Jin, Yiyu Shi

CoRR, January, 2026

Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis.

Gelei Xu, Yuying Duan, Jun Xia, Ching-Hao Chiu, Michael Lemmon, Wei Jin, Yiyu Shi

Medical Image Anal., 2026

A comprehensive survey of AI agents in healthcare.

Gelei Xu, Xueyang Li, Yixiong Chen, Yuying Duan, Shuqing Wu, Haoxinran Yu, Ching-Hao Chiu, Juntong Ni, Ningzhi Tang, Toby Jia-Jun Li, Alan L. Yuille, Wei Jin, Yiyu Shi

J. Biomed. Informatics, 2026

2025

NaturalEdit: Code Modification through Direct Interaction with Adaptive Natural Language Representation.

Ningzhi Tang, David Meininger, Gelei Xu, Yiyu Shi, Yu Huang, Collin McMillan, Toby Jia-Jun Li

CoRR, October, 2025

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays.

Xueyang Li, Mingze Jiang, Gelei Xu, Jun Xia, Mengzhao Jia, Danny Chen, Yiyu Shi

CoRR, August, 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

Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization.

Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi

Proceedings of the Fairness of AI in Medical Imaging - Third International Workshop, 2025

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

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

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

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

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 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

H-CNN-ViT: A Hierarchical Gated Attention Multi-Branch Model for Bladder Cancer Recurrence Prediction.

Xueyang Li, Zongren Wang, Yuliang Zhang, Zixuan Pan, Yu-Jen Chen, Nishchal Sapkota, Gelei Xu, Danny Z. Chen, Yiyu Shi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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