| 2026 | AAAI | FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention. | Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong |
| 2026 | ACL | MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis. | Wenting Chen, Guolin Huang, Wenxuan Wang, Zhongrui Zhu |
| 2026 | ACL | Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models. | Shaonan Liu, Guo Yu, Xiaoling Luo, Shiyi Zheng, Jie Liu, Wenting Chen, Linlin Shen |
| 2026 | ACL | Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models. | Wenxuan Wang, Zizhan Ma, Guo Yu, Yiu-Fai Cheung, Meidan Ding, Jie Liu, Wenting Chen, Linlin Shen |
| 2025 | AAAI | DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching. | Xiaofei Huang, Wenting Chen, Jie Liu, Qisheng Lu, Xiaoling Luo, Linlin Shen |
| 2025 | AAAI | S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation. | Gui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, Linlin Shen |
| 2025 | ACL | EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model. | Meidan Ding, Jipeng Zhang, Wenxuan Wang, Haiqin Zhong, Xiaoqin Wang, Xinheng Lyu, Wenting Chen, Linlin Shen |
| 2025 | ACL | Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models. | Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu |
| 2025 | ACL | A Survey of LLM-based Agents in Medicine: How far are we from Baymax? | Wenxuan Wang, Zizhan Ma, Zheng Wang, Chenghan Wu, Jiaming Ji, Wenting Chen, Xiang Li, Yixuan Yuan |
| 2025 | CVPR | FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs. | Xiaoqin Wang, Xusen Ma, Xianxu Hou, Meidan Ding, Yudong Li, Junliang Chen, Wenting Chen, Xiaoyang Peng, Linlin Shen |
| 2025 | ICCV | WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image. | Yuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang, Xiangjian He, Song Wu, Xiaohan Xing, Sen Yang, Xiyue Wang, Linlin Shen |
| 2025 | MICCAI | 🤖 WSI-Agents: A Collaborative Multi-agent System for Multi-modal Whole Slide Image Analysis. | Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, Linlin Shen |
| 2024 | ACL | Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation. | Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan |
| 2024 | MICCAI | Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting. | Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li |
| 2024 | MICCAI | 💎 GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph. | Shaonan Liu, Wenting Chen, Jie Liu, Xiaoling Luo, Linlin Shen |
| 2024 | MICCAI | Multi-Dataset Multi-Task Learning for COVID-19 Prognosis. | Filippo Ruffini, Lorenzo Tronchin, Zhuoru Wu, Wenting Chen, Paolo Soda, Linlin Shen, Valerio Guarrasi |
| 2023 | CBMS | Multi-scale Contrastive Learning for Gastroenteroscopy Classification. | Dan Li, Xuechen Li, Zhibin Peng, Wenting Chen, Linlin Shen, Guangyao Wu |
| 2021 | AAAI | Translate the Facial Regions You Like Using Self-Adaptive Region Translation. | Wenshuang Liu, Wenting Chen, Zhanjia Yang, Linlin Shen |
| 2020 | ICPR | SATGAN: Augmenting Age Biased Dataset for Cross-Age Face Recognition. | Wenshuang Liu, Wenting Chen, Yuanlue Zhu, Linlin Shen |
| 2020 | MICCAI | TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. | Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng |
| 2020 | MICCAI | Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. | Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng |
| 2019 | ICIP | Introspective Gan for Meshface Recognition. | Wenting Chen, Linlin Shen, Zhihui Lai |
| 2019 | PRICAI | Texture Deformation Based Generative Adversarial Networks for Multi-domain Face Editing. | Wenting Chen, Xinpeng Xie, Xi Jia, Linlin Shen |
| 2013 | IGARSS | Ship classification in TerraSAR-X SAR images based on classifier combination. | Kefeng Ji, Xiangwei Xing, Wenting Chen, Huanxin Zou, Junli Chen |