| 2026 | AAAI | DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction. | Xiao Yu, Zhaojie Fang, Guanyu Zhou, Yin Shen, Huoling Luo, Ye Li, Ahmed Elazab, Xiang Wan, Ruiquan Ge, Changmiao Wang |
| 2026 | ACL | PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment. | Chang Hong, Minghao Wu, Qingying Xiao, Yuchi Wang, Xiang Wan, Guangjun Yu, Benyou Wang, Yan Hu |
| 2025 | AAAI | Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training. | Haifan Gong, Yu Lu, Xiang Wan, Haofeng Li |
| 2025 | ACL | CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis. | Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang |
| 2025 | ACL | Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation. | Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang |
| 2025 | ACL | Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs. | Zhuo Li, Yuhao Du, Jinpeng Hu, Xiang Wan, Anningzhe Gao |
| 2025 | EMNLP | Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm. | Zhuo Li, Yuhao Du, Xiaoqi Jiao, Steven Y. Guo, Yuege Feng, Xiang Wan, Anningzhe Gao, Jinpeng Hu |
| 2025 | EMNLP | APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport. | Zhuo Li, Yuege Feng, Dandan Guo, Jinpeng Hu, Anningzhe Gao, Xiang Wan |
| 2025 | ICCV | Adadrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving. | Ruifei Zhang, Junlin Xie, Wei Zhang, Weikai Chen, Xiao Tan, Xiang Wan, Guanbin Li |
| 2025 | ICCV | VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-Grounded Autonomous Driving. | Ruifei Zhang, Wei Zhang, Xiao Tan, Sibei Yang, Xiang Wan, Xiaonan Luo, Guanbin Li |
| 2025 | IJCNN | 3D-Telepathy: Reconstructing 3D Objects from EEG Signals. | Yuxiang Ge, Jionghao Cheng, Ruiquan Ge, Zhaojie Fang, Gangyong Jia, Xiang Wan, Nannan Li, Ahmed Elazab, Changmiao Wang |
| 2025 | Interspeech | M3L: A Multi-Modal and Multi-Lingual Depression Detection Framework. | Jiajun You, Shuai Wang, Xun Gong, Xiang Wan |
| 2025 | MICCAI | GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images. | Yifei Sun, Zhanghao Chen, Hao Zheng, Yuqing Lu, Lixin Duan, Fenglei Fan, Ahmed Elazab, Xiang Wan, Changmiao Wang, Ruiquan Ge |
| 2025 | MICCAI | Pattern-Anchored Adaptive Prototype Learning for Gastroscopic Lesion Detection and Beyond. | Xuanye Zhang, Xiaoqing Hu, Guanbin Li, Siqi Liu, Xiang Wan, Yuanhuan Xiong |
| 2025 | NAACL | Atoxia: Red-teaming Large Language Models with Target Toxic Answers. | Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao |
| 2025 | NAACL | MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria. | Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang |
| 2025 | NAACL | Huatuo-26M, a Large-scale Chinese Medical QA Dataset. | Xidong Wang, Jianquan Li, Shunian Chen, Yuxuan Zhu, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Junying Chen, Jie Fu, Xiang Wan, Anningzhe Gao, Benyou Wang |
| 2024 | AAAI | UniCell: Universal Cell Nucleus Classification via Prompt Learning. | Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li |
| 2024 | AAAI | Cell Graph Transformer for Nuclei Classification. | Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li |
| 2024 | ACL | PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator. | Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang |
| 2024 | EMNLP | Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. | Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Chen, Xidong Wang, Zhenyang Cai, Ke Ji, Xiang Wan, Benyou Wang |
| 2024 | MICCAI | Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development. | Yuncheng Jiang, Yiwen Hu, Zixun Zhang, Jun Wei, Chun-Mei Feng, Xuemei Tang, Xiang Wan, Yong Liu, Shuguang Cui, Zhen Li |
| 2024 | NAACL | AceGPT, Localizing Large Language Models in Arabic. | Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu |
| 2024 | NAACL | CMB: A Comprehensive Medical Benchmark in Chinese. | Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li |
| 2023 | AAAI | A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER. | Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang |
| 2023 | AAAI | EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition. | Yang Liu, Jinpeng Hu, Zhihong Chen, Xiang Wan, Tsung-Hui Chang |
| 2023 | ACL | On the Difference of BERT-style and CLIP-style Text Encoders. | Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan, Benyou Wang |
| 2023 | ACL | Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities. | Zhihong Chen, Maya Varma, Xiang Wan, Curtis P. Langlotz, Jean-Benoit Delbrouck |
| 2023 | ACL | Improving Grammatical Error Correction with Multimodal Feature Integration. | Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang |
| 2023 | ACL | Improving Radiology Summarization with Radiograph and Anatomy Prompts. | Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang |
| 2023 | ACL | One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. | Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang |
| 2023 | CVPR | Advancing Visual Grounding with Scene Knowledge: Benchmark and Method. | Zhihong Chen, Ruifei Zhang, Yibing Song, Xiang Wan, Guanbin Li |
| 2023 | EMNLP | HuatuoGPT, Towards Taming Language Model to Be a Doctor. | Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Guiming Chen, Jianquan Li, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li |
| 2023 | ICCV | Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. | Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan |
| 2023 | ICCV | Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection. | Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li |
| 2023 | ICCV | Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation. | Zunnan Xu, Zhihong Chen, Yong Zhang, Yibing Song, Xiang Wan, Guanbin Li |
| 2023 | MICCAI | ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models. | Yuhao Du, Yuncheng Jiang, Shuangyi Tan, Xusheng Wu, Qi Dou, Zhen Li, Guanbin Li, Xiang Wan |
| 2023 | MICCAI | Prompt-Based Grouping Transformer for Nucleus Detection and Classification. | Junjia Huang, Haofeng Li, Weijun Sun, Xiang Wan, Guanbin Li |
| 2023 | MICCAI | Automatic Bleeding Risk Rating System of Gastric Varices. | Yicheng Jiang, Luyue Shi, Wei Qi, Lei Chen, Guanbin Li, Xiaoguang Han, Xiang Wan, Siqi Liu |
| 2023 | MICCAI | Visual-Attribute Prompt Learning for Progressive Mild Cognitive Impairment Prediction. | Luoyao Kang, Haifan Gong, Xiang Wan, Haofeng Li |
| 2023 | MICCAI | MPSurv: End-to-End Multi-model Pseudo-Label Model for Brain Tumor Survival Prediction with Population Information Integration. | Qingsong Wang, Xin Lin, Ruiquan Ge, Ahmed Elazab, Xiangyang Hu, Jionghao Cheng, Yuqing Peng, Xiang Wan, Changmiao Wang |
| 2023 | MICCAI | ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation. | Zihang Xu, Haifan Gong, Xiang Wan, Haofeng Li |
| 2023 | MICCAI | Diffusion-Based Data Augmentation for Nuclei Image Segmentation. | Xinyi Yu, Guanbin Li, Wei Lou, Siqi Liu, Xiang Wan, Yan Chen, Haofeng Li |
| 2023 | MICCAI | Self- and Semi-supervised Learning for Gastroscopic Lesion Detection. | Xuanye Zhang, Kaige Yin, Siqi Liu, Zhijie Feng, Xiaoguang Han, Guanbin Li, Xiang Wan |
| 2022 | ACL | Graph Enhanced Contrastive Learning for Radiology Findings Summarization. | Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang |
| 2022 | ACL | A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. | Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang |
| 2022 | ECCV | Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration. | Haotian Bai, Ruimao Zhang, Jiong Wang, Xiang Wan |
| 2022 | MICCAI | Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training. | Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang |
| 2022 | MICCAI | Attentive Symmetric Autoencoder for Brain MRI Segmentation. | Junjia Huang, Haofeng Li, Guanbin Li, Xiang Wan |
| 2022 | MICCAI | Lesion-Aware Dynamic Kernel for Polyp Segmentation. | Ruifei Zhang, Peiwen Lai, Xiang Wan, De-Jun Fan, Feng Gao, Xiao-Jian Wu, Guanbin Li |
| 2022 | MICCAI | Semi-supervised Spatial Temporal Attention Network for Video Polyp Segmentation. | Xinkai Zhao, Zhenhua Wu, Shuangyi Tan, De-Jun Fan, Zhen Li, Xiang Wan, Guanbin Li |
| 2022 | NAACL | Hero-Gang Neural Model For Named Entity Recognition. | Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang |
| 2022 | NAACL | A Label-Aware Autoregressive Framework for Cross-Domain NER. | Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang |
| 2022 | NAACL | Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. | Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang |
| 2021 | ACL | Cross-modal Memory Networks for Radiology Report Generation. | Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan |
| 2021 | ACL | Relation Extraction with Type-aware Map Memories of Word Dependencies. | Guimin Chen, Yuanhe Tian, Yan Song, Xiang Wan |
| 2021 | ACL | Word Graph Guided Summarization for Radiology Findings. | Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang |
| 2021 | ACL | Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks. | Yuanhe Tian, Guimin Chen, Yan Song, Xiang Wan |
| 2021 | MICCAI | USCL: Pretraining Deep Ultrasound Image Diagnosis Model Through Video Contrastive Representation Learning. | Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan |
| 2021 | MICCAI | Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos Using Learnable Temporal Difference. | Wenting Jiang, Yicheng Jiang, Lu Zhang, Changmiao Wang, Xiaoguang Han, Shuixing Zhang, Xiang Wan, Shuguang Cui |
| 2021 | NAACL | Field Embedding: A Unified Grain-Based Framework for Word Representation. | Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang, Xiang Wan |
| 2020 | EMNLP | Generating Radiology Reports via Memory-driven Transformer. | Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan |
| 2020 | EMNLP | Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information. | Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan |
| 2020 | EMNLP | Named Entity Recognition for Social Media Texts with Semantic Augmentation. | Yuyang Nie, Yuanhe Tian, Xiang Wan, Yan Song, Bo Dai |
| 2020 | ICTAI | Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification. | Lei Liu, Wentao Lei, Xiang Wan, Li Liu, Yongfang Luo, Cheng Feng |
| 2017 | ICIS | The Influence of Data Analytics Capabilities on Organizational Performance: The Mediating Role of Exploitative and Exploratory Innovation. | Xiang Wan, Jiye Mao, J. J. Po-An Hsieh, Fu Chen |
| 2015 | ICICS | Eavesdropper: A Framework for Detecting the Location of the Processed Result in Hadoop. | Chuntao Dong, Qingni Shen, Wenting Li, Yahui Yang, Zhonghai Wu, Xiang Wan |
| 2011 | ICDAR | On-line Chinese Character Recognition System for Overlapping Samples. | Xiang Wan, Changsong Liu, Yanming Zou |
| 1988 | ICPR | Description of 3D object in range image. | Guangyou Xu, Xiang Wan |