Dunyuan Xu

According to our database, Dunyuan Xu authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

Adapting 2D Multi-Modal Large Language Model for 3D CT Image Analysis.

Yang Yu, Dunyuan Xu, Yaoqian Li, Xiaomeng Li, Jinpeng Li, Pheng-Ann Heng

CoRR, April, 2026

AURA: Always-On Understanding and Real-Time Assistance via Video Streams.

Xudong Lu, Yang Bo, Jinpeng Chen, Shuhan Li, Xintong Guo, Huankang Guan, Fang Liu, Dunyuan Xu, Peiwen Sun, Heyang Sun, Rui Liu, Hongsheng Li

CoRR, April, 2026

Med-Evo: Test-time Self-evolution for Medical Multimodal Large Language Models.

Dunyuan Xu, Xikai Yang, Juzheng Miao, Yaoqian Li, Jinpeng Li, Pheng-Ann Heng

CoRR, March, 2026

SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model.

Yaoqian Li, Xikai Yang, Dunyuan Xu, Yang Yu, Litao Zhao, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Perceive and Calibrate: Analyzing and Enhancing Robustness of Medical Multi-Modal Large Language Models.

Dunyuan Xu, Xikai Yang, Yaoqian Li, Juzheng Miao, Jinpeng Li, Pheng-Ann Heng

CoRR, December, 2025

From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models.

Dunyuan Xu, Xikai Yang, Yaoqian Li, Jinpeng Li, Pheng-Ann Heng

CoRR, August, 2025

DC²T: Disentanglement-Guided Consolidation and Consistency Training for Semi-Supervised Cross-Site Continual Segmentation.

Jingyang Zhang, Jialun Pei, Dunyuan Xu, Yueming Jin, Pheng-Ann Heng

IEEE Trans. Medical Imaging, February, 2025

Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain Segmentation.

Dunyuan Xu, Yuchen Yuan, Donghao Zhou, Xikai Yang, Jingyang Zhang, Jinpeng Li, Pheng-Ann Heng

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

2024

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading.

Dunyuan Xu, Xi Wang, Jinyue Cai, Pheng-Ann Heng

CoRR, 2024

2023

Abnormal Traffic Detection: Traffic Feature Extraction and DAE-GAN With Efficient Data Augmentation.

Zecheng Li, Shengyuan Chen, Hongshu Dai, Dunyuan Xu, Cheng-Kang Chu, Bin Xiao

IEEE Trans. Reliab., 2023

2022

Pseudo Bias-Balanced Learning for Debiased Chest X-Ray Classification.

Luyang Luo, Dunyuan Xu, Hao Chen, Tien-Tsin Wong, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022