Hongyan Xu

According to our database, Hongyan Xu authored at least 14 papers between 2020 and 2025.

Collaborative distances:

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

2025

DeCoP: Enhancing Self-Supervised Time Series Representation with Dependency Controlled Pre-training.

Yuemin Wu, Zhongze Wu, Xiu Su, Feng Yang, Hongyan Xu, Xi Lin, Wenti Huang, Shan You, Chang Xu

CoRR, September, 2025

UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution.

Hongyan Xu, Arcot Sowmya, Ian Katz, Dadong Wang

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

TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging.

Chuang Liu, Hongyan Xu, Yichao Cao, Xiu Su, Zhe Qu, Tianfa Li, Shan An, Haogang Zhu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Skin-Path.

Hongyan Xu, Arcot Sowmya, Dadong Wang, Ian Katz

Dataset, November, 2024

MetaDD: Boosting Dataset Distillation with Neural Network Architecture-Invariant Generalization.

Yunlong Zhao, Xiaoheng Deng, Xiu Su, Hongyan Xu, Xiuxing Li, Yijing Liu, Shan You

CoRR, 2024

Detecting Any instruction-to-answer interaction relationship: Universal Instruction-to-Answer Navigator for Med-VQA.

Zhongze Wu, Hongyan Xu, Yitian Long, Shan You, Xiu Su, Jun Long, Yueyi Luo, Chang Xu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SCD-NAS: Towards Zero-Cost Training in Melanoma Diagnosis.

Hongyan Xu, Xiu Su, Arcot Sowmya, Ian Katz, Dadong Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

TCNAS: Transformer Architecture Evolving in Code Clone Detection.

Hongyan Xu, Xiaohuan Pei, Xiu Su, Shan You, Chang Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

Beyond the Limit of Weight-Sharing: Pioneering Space-Evolving NAS with Large Language Models.

Xiu Su, Shan You, Hongyan Xu, Xiuxing Li, Jun Long, Yi Chen, Chang Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Detection of Basal Cell Carcinoma in Whole Slide Images.

Hongyan Xu, Dadong Wang, Arcot Sowmya, Ian Katz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

CNN-based Local Vision Transformer for COVID-19 Diagnosis.

Hongyan Xu, Xiu Su, Dadong Wang

CoRR, 2022

Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis.

Hongyan Xu, Dadong Wang, Arcot Sowmya

Proceedings of the International Joint Conference on Neural Networks, 2022

Data Agnostic Filter Gating For Efficient Deep Networks.

Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

Data Agnostic Filter Gating for Efficient Deep Networks.

Xiu Su, Shan You, Tao Huang, Hongyan Xu, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

CoRR, 2020