| 2026 | AAAI | MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models. | Dexuan Xu, Jieyi Wang, Zhongyan Chai, Yongzhi Cao, Hanpin Wang, Huamin Zhang, Yu Huang |
| 2026 | ACL | Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding. | Jieyi Wang, Yazhe Niu, Dexuan Xu, Zhongyu Wei |
| 2026 | ACL | Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding. | Dexuan Xu, Jiayin Yuan, Jianing Wang, Yanyuan Chen, Hanpin Wang, Yu Huang |
| 2025 | AAAI | STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling. | Jieyi Wang, Yue Huang, Zeming Liu, Dexuan Xu, Chuan Wang, Xiaoming Shi, Ruiyuan Guan, Hongxing Wang, Weihua Yue, Yu Huang |
| 2025 | CVPR | MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output. | Yanyuan Chen, Dexuan Xu, Yu Huang, Songkun Zhan, Hanpin Wang, Dongxue Chen, Xueping Wang, Meikang Qiu, Hang Li |
| 2025 | EMNLP | DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation. | Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huamin Zhang, Yu Huang |
| 2025 | ICASSP | Uncertainty-aware Masked Modeling in Medical Imaging. | Jiayu Zhang, Yuxin Cao, Dexuan Xu |
| 2024 | AAAI | A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis. | Rongchao Zhang, Yiwei Lou, Dexuan Xu, Yongzhi Cao, Hanpin Wang, Yu Huang |
| 2024 | ACL | MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering. | Dexuan Xu, Yanyuan Chen, Jieyi Wang, Yue Huang, Hanpin Wang, Zhi Jin, Hongxing Wang, Weihua Yue, Jing He, Hang Li, Yu Huang |
| 2024 | ICASSP | A Novel Multi-Atlas Fusion Model Based On Contrastive Learning For Functional Connectivity Graph Diagnosis. | Jiayu Zhang, Dexuan Xu, Yiwei Lou, Yu Huang |
| 2023 | ICDM | Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment. | Yiwei Lou, Yanyuan Chen, Dexuan Xu, Doudou Zhou, Yongzhi Cao, Hanpin Wang, Yu Huang |