| 2025 | AAAI | U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. | Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan |
| 2025 | AAAI | DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning. | Yifan Lu, Jiajun Le, Zizhuo Li, Yixuan Yuan, Jiayi Ma |
| 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 | Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline. | Yuzhi Huang, Chenxin Li, Haitao Zhang, Zixu Lin, Yunlong Lin, Hengyu Liu, Wuyang Li, Xinyu Liu, Jiechao Gao, Yue Huang, Xinghao Ding, Yixuan Yuan |
| 2025 | CVPR | MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models. | Yifan Liu, Keyu Fan, Weihao Yu, Chenxin Li, Hao Lu, Yixuan Yuan |
| 2025 | ICASSP | ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting. | Yifeng Yang, Hengyu Liu, Chenxin Li, Yining Sun, Wuyang Li, Yifan Liu, Yiyang Lin, Yixuan Yuan, Nanyang Ye |
| 2025 | ICCV | InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling. | Chenxin Li, Yifan Liu, Panwang Pan, Hengyu Liu, Xinyu Liu, Wuyang Li, Cheng Wang, Weihao Yu, Yiyang Lin, Yixuan Yuan |
| 2025 | ICCV | Metascope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy. | Wuyang Li, Wentao Pan, Xiaoyuan Liu, Zhendong Luo, Chenxin Li, Hengyu Liu, Din Ping Tsai, Mu Ku Chen, Yixuan Yuan |
| 2025 | ICCV | MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation. | Xinyu Liu, Guolei Sun, Cheng Wang, Yixuan Yuan, Ender Konukoglu |
| 2025 | ICCV | $\mathbf{X}^{\mathbf{2}}$-Gaussian: 4D Radiative Gaussian Splatting for Continuous-Time Tomographic Reconstruction. | Weihao Yu, Yuanhao Cai, Ruyi Zha, Zhiwen Fan, Chenxin Li, Yixuan Yuan |
| 2025 | ICCV | GaussianReg: Rapid 2D/3D Registration for Emergency Surgery Via Explicit 3D Modeling with Gaussian Primitives. | Weihao Yu, Xiaoqing Guo, Xinyu Liu, Yifan Liu, Hao Zheng, Yawen Huang, Yixuan Yuan |
| 2025 | ICLR | Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition. | Yufan Hu, Yu Jiang, Wuyang Li, Yixuan Yuan |
| 2025 | ICLR | InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting. | Chenxin Li, Hengyu Liu, Zhiwen Fan, Wuyang Li, Yifan Liu, Panwang Pan, Yixuan Yuan |
| 2025 | ICRA | Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion. | Shengyuan Liu, Zhen Chen, Qiushi Yang, Weihao Yu, Di Dong, Jiancong Hu, Yixuan Yuan |
| 2025 | ICRA | Hide-in-Motion: Embedding Steganographic Copyright Information into 4D Gaussian Splatting Assets. | Hengyu Liu, Chenxin Li, Wentao Pan, Zhiqin Yang, Yifeng Yang, Yifan Liu, Wuyang Li, Yixuan Yuan |
| 2025 | IROS | Real-Time 3D Guidewire Reconstruction from Intraoperative DSA Images for Robot-Assisted Endovascular Interventions. | Tianliang Yao, Bingrui Li, Bo Lu, Zhiqiang Pei, Yixuan Yuan, Peng Qi |
| 2025 | KSEM | SKG-LLM: Enhancing Large Language Models with Sentiment Knowledge Graphs for Fine-Grained Sentiment Analysis. | Yixuan Yuan, Bixuan Li |
| 2025 | MICCAI | Masked Contrastive Language-Image Modeling For Brain Segmentation. | Jianwen Liang, Junyan Lyu, Yixuan Yuan, Xiaoying Tang |
| 2025 | MICCAI | Robust and Lightweight Low-to-High Field MRI Synthesis Guided by Semantic Prior. | Yiyang Lin, Byungjun Kim, Yixuan Yuan, Jinglei Lv |
| 2025 | MICCAI | EndoGen: Conditional Autoregressive Endoscopic Video Generation. | Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan |
| 2025 | MICCAI | STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation. | Yifan Liu, Chen Yang, Weihao Yu, Xinyu Liu, Hui Chen, Max Q.-H. Meng, Yixuan Yuan |
| 2025 | MICCAI | Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution. | Yiwen Luo, Xiaoying Tang, Yixuan Yuan |
| 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 | ECCV | CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection. | Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan |
| 2024 | ECCV | GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation. | Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan |
| 2024 | ECCV | Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. | Zhen Zhao, Zicheng Wang, Longyue Wang, Dian Yu, Yixuan Yuan, Luping Zhou |
| 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 | F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction. | Zhibin He, Wuyang Li, Yu Jiang, Zhihao Peng, Pengyu Wang, Xiang Li, Tianming Liu, Junwei Han, Tuo Zhang, Yixuan Yuan |
| 2024 | MICCAI | Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction. | Yu Jiang, Zhibin He, Zhihao Peng, Yixuan Yuan |
| 2024 | MICCAI | EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting. | Chenxin Li, Brandon Y. Feng, Yifan Liu, Hengyu Liu, Cheng Wang, Weihao Yu, Yixuan Yuan |
| 2024 | MICCAI | 👦 Endora: Video Generation Models as Endoscopy Simulators. | Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan |
| 2024 | MICCAI | From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos. | Wuyang Li, Xinyu Liu, Qiushi Yang, Yixuan Yuan |
| 2024 | MICCAI | MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation. | Xinyu Liu, Zhen Chen, Yixuan Yuan |
| 2024 | MICCAI | LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction. | Hengyu Liu, Yifan Liu, Chenxin Li, Wuyang Li, Yixuan Yuan |
| 2024 | MICCAI | When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels. | Yifan Liu, Wuyang Li, Cheng Wang, Hui Chen, Yixuan Yuan |
| 2024 | MICCAI | DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation. | Xinyu Liu, Wuyang Li, Yixuan Yuan |
| 2024 | MICCAI | GBT: Geometric-Oriented Brain Transformer for Autism Diagnosis. | Zhihao Peng, Zhibin He, Yu Jiang, Pengyu Wang, Yixuan Yuan |
| 2024 | MICCAI | fTSPL: Enhancing Brain Analysis with FMRI-Text Synergistic Prompt Learning. | Pengyu Wang, Huaqi Zhang, Zhibin He, Zhihao Peng, Yixuan Yuan |
| 2024 | MICCAI | Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. | Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao |
| 2024 | MICCAI | Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing. | Meilu Zhu, Qiushi Yang, Zhifan Gao, Jun Liu, Yixuan Yuan |
| 2023 | CVPR | Adjustment and Alignment for Unbiased Open Set Domain Adaptation. | Wuyang Li, Jie Liu, Bo Han, Yixuan Yuan |
| 2023 | CVPR | EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. | Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan |
| 2023 | ICCV | Novel Scenes & Classes: Towards Adaptive Open-set Object Detection. | Wuyang Li, Xiaoqing Guo, Yixuan Yuan |
| 2023 | ICCV | CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection. | Jie Liu, Yixiao Zhang, Jieneng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan L. Yuille, Yucheng Tang, Zongwei Zhou |
| 2023 | ICCV | MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics. | Qiushi Yang, Wuyang Li, Baopu Li, Yixuan Yuan |
| 2023 | ICCV | FedPD: Federated Open Set Recognition with Parameter Disentanglement. | Chen Yang, Meilu Zhu, Yifan Liu, Yixuan Yuan |
| 2023 | MICCAI | $\mathrm {H^{2}}$GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment. | Zhibin He, Wuyang Li, Tuo Zhang, Yixuan Yuan |
| 2023 | MICCAI | Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. | Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao |
| 2023 | MICCAI | Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. | Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan |
| 2023 | MICCAI | Transferability-Guided Multi-source Model Adaptation for Medical Image Segmentation. | Chen Yang, Yifan Liu, Yixuan Yuan |
| 2022 | AAAI | SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation. | Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan |
| 2022 | CVPR | Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis. | Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han |
| 2022 | CVPR | SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation. | Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan |
| 2022 | CVPR | SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection. | Wuyang Li, Xinyu Liu, Yixuan Yuan |
| 2022 | CVPR | Towards Robust Adaptive Object Detection under Noisy Annotations. | Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan |
| 2022 | CVPR | IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. | Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan, Ying He |
| 2022 | ECCV | Unknown-Oriented Learning for Open Set Domain Adaptation. | Jie Liu, Xiaoqing Guo, Yixuan Yuan |
| 2022 | IROS | EPAR: An Efficient and Privacy-Aware Augmented Reality Framework for Indoor Location-Based Services. | Zhe Peng, Songlin Hou, Yixuan Yuan |
| 2022 | MICCAI | Disentangle Then Calibrate: Selective Treasure Sharing for Generalized Rare Disease Diagnosis. | Yuanyuan Chen, Xiaoqing Guo, Yong Xia, Yixuan Yuan |
| 2022 | MICCAI | Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels. | Xiaoqing Guo, Yixuan Yuan |
| 2022 | MICCAI | Edge-Oriented Point-Cloud Transformer for 3D Intracranial Aneurysm Segmentation. | Yifan Liu, Jie Liu, Yixuan Yuan |
| 2022 | MICCAI | Intervention & Interaction Federated Abnormality Detection with Noisy Clients. | Xinyu Liu, Wuyang Li, Yixuan Yuan |
| 2022 | MICCAI | Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. | Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan |
| 2022 | MICCAI | Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization. | Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan |
| 2021 | AAAI | Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring. | Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan |
| 2021 | CVPR | MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation. | Xiaoqing Guo, Chen Yang, Baopu Li, Yixuan Yuan |
| 2021 | IROS | COINet: Adaptive Segmentation with Co-Interactive Network for Autonomous Driving. | Jie Liu, Xiaoqing Guo, Baopu Li, Yixuan Yuan |
| 2021 | ICRA | Dynamic tracking for microrobot with active magnetic sensor array. | Min Wang, Kwan Yi Leung, Rui Liu, Shuang Song, Yixuan Yuan, Jianqin Yin, Max Q.-H. Meng, Jun Liu |
| 2021 | MICCAI | Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning. | Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan |
| 2021 | MICCAI | Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument Segmentation. | Jie Liu, Xiaoqing Guo, Yixuan Yuan |
| 2021 | MICCAI | Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. | Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng |
| 2020 | IROS | Diagnose like a Clinician: Third-order Attention Guided Lesion Amplification Network for WCE Image Classification. | Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng |
| 2020 | MICCAI | Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution. | Zhen Chen, Xiaoqing Guo, Chen Yang, Bulat Ibragimov, Yixuan Yuan |
| 2019 | MICCAI | Selective Feature Aggregation Network with Area-Boundary Constraints for Polyp Segmentation. | Yuqi Fang, Cheng Chen, Yixuan Yuan, Raymond Kai-Yu Tong |
| 2019 | MICCAI | Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification. | Xiaoqing Guo, Yixuan Yuan |
| 2018 | MICCAI | Deep 3D Dose Analysis for Prediction of Outcomes After Liver Stereotactic Body Radiation Therapy. | Bulat Ibragimov, Diego A. S. Toesca, Yixuan Yuan, Albert C. Koong, Daniel T. Chang, Lei Xing |
| 2018 | MICCAI | RIIS-DenseNet: Rotation-Invariant and Image Similarity Constrained Densely Connected Convolutional Network for Polyp Detection. | Yixuan Yuan, Wenjian Qin, Bulat Ibragimov, Bin Han, Lei Xing |
| 2017 | MICCAI | Liver Lesion Detection Based on Two-Stage Saliency Model with Modified Sparse Autoencoder. | Yixuan Yuan, Max Q.-H. Meng, Wenjian Qin, Lei Xing |
| 2016 | IROS | A novel global and local saliency coding method for polyp recognition in WCE videos. | Yixuan Yuan, Max Q.-H. Meng |
| 2015 | ICRA | Automatic bleeding frame detection in the wireless capsule endoscopy images. | Yixuan Yuan, Max Q.-H. Meng |
| 2014 | IROS | A novel feature for polyp detection in wireless capsule endoscopy images. | Yixuan Yuan, Max Q.-H. Meng |
| 2014 | ICRA | Polyp classification based on Bag of Features and saliency in wireless capsule endoscopy. | Yixuan Yuan, Max Q.-H. Meng |
| 2011 | MICCAI | Ventricle Shape Analysis for Centenarians, Elderly Subjects, MCI and AD Patients. | Zhaojin Gong, Jianfeng Lu, Jia Chen, Yaping Wang, Yixuan Yuan, Tuo Zhang, Lei Guo, L. Stephen Miller |