Dexuan Xu

26 papers A* 7A 1Misc 2Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowledge fusion in deep learning-based medical vision-language models: A review.
Inf. Fusion
Dexuan Xu, Yanyuan Chen, Zhongyan Chai, Yifan Xiao, Yandong Yan, Weiping Ding, Hanpin Wang, Zhi Jin, Wenpin Jiao, Weihua Yue, Hang Li, Yu Huang
2026 A* conf
MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models.
AAAI
Dexuan Xu, Jieyi Wang, Zhongyan Chai, Yongzhi Cao, Hanpin Wang, Huamin Zhang, Yu Huang
2026 J jnl
Revisiting Label Inference Attacks in Vertical Federated Learning: Why They Are Vulnerable and How to Defend.
CoRR
Yige Liu, Dexuan Xu, Zimai Guo, Yongzhi Cao, Hanpin Wang
2025 A* conf
DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation.
EMNLP
Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huamin Zhang, Yu Huang
2025 J jnl
DatawiseAgent: A Notebook-Centric LLM Agent Framework for Automated Data Science.
CoRR
Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huaming Zhang, Yu Huang
2025 A* conf
MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output.
CVPR
Yanyuan Chen, Dexuan Xu, Yu Huang, Songkun Zhan, Hanpin Wang, Dongxue Chen, Xueping Wang, Meikang Qiu, Hang Li
2025 J jnl
MIMO: A medical vision language model with visual referring multimodal input and pixel grounding multimodal output.
CoRR
Yanyuan Chen, Dexuan Xu, Yu Huang, Songkun Zhan, Hanpin Wang, Dongxue Chen, Xueping Wang, Meikang Qiu, Hang Li
2025 J jnl
MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models.
CoRR
Dexuan Xu, Jieyi Wang, Zhongyan Chai, Yongzhi Cao, Hanpin Wang, Huamin Zhang, Yu Huang
2025 J jnl
MedReflect: Teaching Medical LLMs to Self-Improve via Reflective Correction.
CoRR
Yue Huang, Yanyuan Chen, Dexuan Xu, Weihua Yue, Huamin Zhang, Meikang Qiu, Yu Huang
2025 A* conf
Medical Vision-Language Pre-training with Multimodal Variational Masked Autoencoder for Robust Medical VQA.
ACM Multimedia
Dexuan Xu, Yanyuan Chen, Yu Huang, Shihao E, Yiwei Lou, Yongzhi Cao, Hanpin Wang, Meikang Qiu
2025 A* conf
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling.
AAAI
Jieyi Wang, Yue Huang, Zeming Liu, Dexuan Xu, Chuan Wang, Xiaoming Shi, Ruiyuan Guan, Hongxing Wang, Weihua Yue, Yu Huang
2025 J jnl
Semi-supervised medical image classification via Cross-Training and Dual-Teacher fusion model.
Inf. Fusion
Yanyuan Chen, Dexuan Xu, Yiwei Lou, Hang Li, Weiping Ding, Yu Huang
2025 J jnl
TCDiff: Triplex Cascaded Diffusion for High-fidelity Multimodal EHRs Generation with Incomplete Clinical Data.
CoRR
Yandong Yan, Chenxi Li, Yu Huang, Dexuan Xu, Jiaqi Zhu, Zhongyan Chai, Huamin Zhang
2025 Misc conf
Uncertainty-aware Masked Modeling in Medical Imaging.
ICASSP
Jiayu Zhang, Yuxin Cao, Dexuan Xu
2024 A* conf
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis.
AAAI
Rongchao Zhang, Yiwei Lou, Dexuan Xu, Yongzhi Cao, Hanpin Wang, Yu Huang
2024 Misc conf
A Novel Multi-Atlas Fusion Model Based On Contrastive Learning For Functional Connectivity Graph Diagnosis.
ICASSP
Jiayu Zhang, Dexuan Xu, Yiwei Lou, Yu Huang
2024 — conf
Curriculum Learning for Self-Iterative Semi-Supervised Medical Image Segmentation.
BIBM
Jiayu Zhang, Dexuan Xu, Yanyuan Chen, Yiwei Lou, Yue Huang
2024 J jnl
Decouple and Decorrelate: A Disentanglement Security Framework Combining Sample Weighting for Cross-Institution Biased Disease Diagnosis.
IEEE Internet Things J.
Jiayu Zhang, Hang Li, Dexuan Xu, Yiwei Lou, Menglong Ran, Zhi Jin, Yu Huang
2024 J jnl
Graph Structure Enhanced Pre-Training Language Model for Knowledge Graph Completion.
IEEE Trans. Emerg. Top. Comput. Intell.
Huashi Zhu, Dexuan Xu, Yu Huang, Zhi Jin, Weiping Ding, Jiahui Tong, Guoshuang Chong
2024 — conf
MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering.
ACL (Findings)
Dexuan Xu, Yanyuan Chen, Jieyi Wang, Yue Huang, Hanpin Wang, Zhi Jin, Hongxing Wang, Weihua Yue, Jing He, Hang Li, Yu Huang
2024 — conf
MR Image Quality Assessment via Enhanced Mamba: A Hybrid Spatial-Frequency Approach.
BIBM
Yiwei Lou, Dexuan Xu, Rongchao Zhang, Jiayu Zhang, Yongzhi Cao, Hanpin Wang, Yu Huang
2024 A conf
No-Reference MRI Quality Assessment via Contrastive Representation: Spatial and Frequency Domain Perspectives.
ICME
Yiwei Lou, Jiayu Zhang, Dexuan Xu, Yongzhi Cao, Hanpin Wang, Yu Huang
2024 J jnl
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling.
CoRR
Jieyi Wang, Yue Huang, Zeming Liu, Dexuan Xu, Chuan Wang, Xiaoming Shi, Ruiyuan Guan, Hongxing Wang, Weihua Yue, Yu Huang
2023 — conf
Radiology Report Generation via Structured Knowledge-Enhanced Multi-modal Attention and Contrastive Learning.
BIBM
Dexuan Xu, Yanyuan Chen, Jiayu Zhang, Yiwei Lou, Hanpin Wang, Jing He, Yu Huang
2023 A* conf
Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment.
ICDM
Yiwei Lou, Yanyuan Chen, Dexuan Xu, Doudou Zhou, Yongzhi Cao, Hanpin Wang, Yu Huang
2023 J jnl
Vision-knowledge fusion model for multi-domain medical report generation.
Inf. Fusion
Dexuan Xu, Huashi Zhu, Yu Huang, Zhi Jin, Weiping Ding, Hang Li, Menglong Ran