| 2026 | AAAI | HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence. | Yanfeng Li, Tao Tan, Qinquan Gao, Zhiwen Cao, Xiaohong Liu, Yue Sun |
| 2026 | AAAI | LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence. | Chunyao Lu, Tianyu Zhang, Xinglong Liang, Yuan Gao, Luyi Han, Xin Wang, Nika Rasoolzadeh, Tao Tan, Ritse Mann |
| 2026 | AAAI | Multiple-play Stochastic Bandits with Prioritized Arm Capacity Sharing. | Hong Xie, Haoran Gu, Yanying Huang, Tao Tan, Defu Lian |
| 2026 | AAAI | SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition. | Qilang Ye, Yu Zhou, Lian He, Jie Zhang, Xuanming Guo, Jiayu Zhang, Mingkui Tan, Weicheng Xie, Yue Sun, Tao Tan, Xiaochen Yuan, Ghada Khoriba, Zitong Yu |
| 2026 | ACL | Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents. | Minzheng Wang, Run Luo, Yanbo Wang, Zichen Liu, Yuqiao Tan, Tao Tan, Nan Xu, Lu Wang, Wenji Mao |
| 2026 | ISCAS | Design of a Ku/K-Band Mode-Switching Reconfigurable Low-Noise Amplifier in 110-nm CMOS Technology. | Hongjie Zeng, Xiuping Li, Yubing Li, Tao Tan |
| 2025 | CVPR | MoEdit: On Learning Quantity Perception for Multi-object Image Editing. | Yanfeng Li, Ka-Hou Chan, Yue Sun, Chan-Tong Lam, Tong Tong, Zitong Yu, Keren Fu, Xiaohong Liu, Tao Tan |
| 2025 | CVPR | ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation. | Tao Tan, Qiulei Dong |
| 2025 | ICASSP | A 3D Attenuation Coefficient based Degradation Estimation for Real Non-Homogeneous Dehazing. | Hanyu Jiang, Zemin Ren, Tao Tan |
| 2025 | ICASSP | Contrastive Learning via Randomly Generated Deep Supervision. | Shibo Wang, Zili Ma, Ka-Hou Chan, Yue Liu, Tong Tong, Qinquan Gao, Guangtao Zhai, Xiaohong Liu, Tao Tan |
| 2025 | MICCAI | Less is More: Efficient PET/CT Segmentation and Multimodal Prediction of Recurrence-Free Survival and HPV Status in Head and Neck Cancer. | Lishan Cai, XingLong Liang, Tianyu Zhang, Jiaju Huang, Tao Tan, Yunchao Yin |
| 2025 | MICCAI | Region-Based Text-Consistent Augmentation for Multimodal Medical Segmentation. | Kunyan Cai, Chenggang Yan, Min He, Liangqiong Qu, Shuai Wang, Tao Tan |
| 2025 | MICCAI | SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis. | Shaobin Chen, Xinyu Zhao, Huazhu Fu, Tao Tan, Jiaju Huang, Xiangyu Xiong, Zhenquan Wu, Behdad Dashtbozorg, Baiying Lei, Guoming Zhang, Yue Sun |
| 2025 | MICCAI | ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound Diagnosis. | Yaofei Duan, Yuhao Huang, Xin Yang, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka-Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni, Tao Tan |
| 2025 | MICCAI | C | Jiaju Huang, Shaobin Chen, Xinglong Liang, Xiao Yang, Zhuoneng Zhang, Yue Sun, Ying Wang, Tao Tan |
| 2025 | MICCAI | DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation. | Xinglong Liang, Jiaju Huang, Luyi Han, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Lishan Cai, Tao Tan, Ritse Mann |
| 2025 | MICCAI | BioVFM-21M: Benchmarking and Scaling Self-supervised Vision Foundation Models for Biomedical Image Analysis. | Jiarun Liu, Hong-Yu Zhou, Weijian Huang, Hao Yang, Dongning Song, Tao Tan, Yong Liang, Shanshan Wang |
| 2025 | MICCAI | BiMSRec: A Progressive Image Reconstruction Framework for Medical Image Fusion Guided by Multi-scale Deformation Fields. | Nuoer Long, Kaiwen Yang, Xinyu Xie, Zitong Yu, Tao Tan, Yue Sun |
| 2025 | MICCAI | Training Set Diversity: A Key Factor in AI-Driven Breast Ultrasound Classification. | Rebecca Mes, Mark Wijkhuizen, Lennard M. van Karnenbeek, Tao Tan, Ritse Mann, Theo Ruers, Freija Geldof, Behdad Dashtbozorg |
| 2025 | MICCAI | TRRG: Towards Truthful Radiology Report Generation With Cross-Modal Disease Clue Enhanced Large Language Models. | Yuhao Wang, Yue Sun, Tao Tan, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie, Linlin Shen, Zitong Yu |
| 2025 | MICCAI | Synergy-Guided Regional Supervision of Pseudo Labels for Semi-supervised Medical Image Segmentation. | Tao Wang, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao, Tao Tan, Tong Tong |
| 2025 | MICCAI | Tumor Segmentation with Heterogeneity Clustering in Non-Contrast Breast MRI. | Xinyu Xie, Luyi Han, Yonghao Li, Yaofei Duan, Yue Sun, Muzhen He, Tao Tan, Dinggang Shen |
| 2025 | MICCAI | FDF-VQVAE: A Frequency Disentanglement and Fusion Learning Framework for Multi-sequence MRI Enhancement. | Xinghe Xie, Luyi Han, Yue Sun, Chi Kin Lam, Jian Zheng, Tong Tong, Wei Ke, Chan-Tong Lam, Tao Tan |
| 2025 | MICCAI | MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment. | Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan |
| 2025 | MICCAI | SAMASK-CLTR: A Spatial-Aware Mask Guided Learning Model for Benign and Malignant Tumor Classification in ABUS. | Peirong Xu, Luoqian Zhu, Jingkun Chen, Xin Qian, Yue Sun, Lingyun Bao, Tao Tan |
| 2025 | MICCAI | UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound. | Junxuan Yu, Yaofei Duan, Yuhao Huang, Yu Wang, Rongbo Ling, Weihao Luo, Ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, Zhifeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan, Dong Ni, Zhongshan Gou, Xin Yang |
| 2025 | MICCAI | Paired Image Generation with Diffusion-Guided Diffusion Models. | Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu, Yunsong Peng, Jian Zheng |
| 2025 | MICCAI | RefineNet: Elevating Medical Foundation Models Through Quality-Centric Data Curation by MLLM-Annotated Proxy Distillation. | Ningyi Zhang, Yuan Gao, Xin Wang, Ka-Hou Chan, Jian Wu, Chan-Tong Lam, Shanshan Wang, Yue Sun, Sio Kei Im, Tao Tan |
| 2025 | MICCAI | A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging. | Xuanru Zhou, Jiarun Liu, Shoujun Yu, Hao Yang, Cheng Li, Tao Tan, Shanshan Wang |
| 2025 | SMC | An Efficient and Compact Network for Simultaneous Multi-Object Tracking and Behavior Monitoring in Pigeon Farming. | Jiefeng Xie, Tao Tan, Yaoji Liu, Tao Ye, Jinyi Zhang, Dachun Feng, Yue Sun |
| 2025 | SMC | MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction. | Hao Yang, Tao Tan, Shuai Tan, Weiqin Yang, Kunyan Cai, Calvin Chen, Yue Sun |
| 2025 | WWW | Untitled record | Tao Tan, Yining Qian, Ang Lv, Hongzhan Lin, Songhao Wu, Yongbo Wang, Feng Wang, Jingtong Wu, Xin Lu, Rui Yan |
| 2025 | WWW | Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration. | Tao Tan, Quan Tu, Songhao Wu, Hongda Sun, Chuanqi Cheng, Weikai Xu, Rui Yan |
| 2024 | ACL | Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. | Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang |
| 2024 | EMNLP | MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding. | Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang |
| 2024 | ICASSP | A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classifications. | Xiangyu Xiong, Yue Sun, Xiaohong Liu, Chan-Tong Lam, Tong Tong, Hao Chen, Qinquan Gao, Wei Ke, Tao Tan |
| 2024 | IJCAI | Adaptive Order Q-learning. | Tao Tan, Hong Xie, Defu Lian |
| 2024 | MICCAI | Improving Neoadjuvant Therapy Response Prediction by Integrating Longitudinal Mammogram Generation with Cross-Modal Radiological Reports: A Vision-Language Alignment-Guided Model. | Yuan Gao, Hong-Yu Zhou, Xin Wang, Tianyu Zhang, Luyi Han, Chunyao Lu, Xinglong Liang, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann |
| 2024 | MICCAI | Non-adversarial Learning: Vector-Quantized Common Latent Space for Multi-sequence MRI. | Luyi Han, Tao Tan, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Xinglong Liang, Haoran Dou, Yunzhi Huang, Ritse Mann |
| 2024 | MICCAI | Multimodal Breast MRI Language-Image Pretraining (MLIP): An Exploration of a Breast MRI Foundation Model. | Nika Rasoolzadeh, Tianyu Zhang, Yuan Gao, Jarek van Dijk, Qiuhui Yang, Tao Tan, Ritse M. Mann |
| 2024 | MICCAI | DuEU-Net: Dual Encoder UNet with Modality-Agnostic Training for PET-CT Multi-modal Organ and Lesion Segmentation. | Jinhong Song, Xiao Yang, Xinglong Liang, Jiaju Huang, Junqiang Ma, Yue Sun, Wuman Luo, SengPeng Mok, Ying Wang, Tao Tan |
| 2024 | MICCAI | Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms. | Xin Wang, Tao Tan, Yuan Gao, Eric Marcus, Luyi Han, Antonio Portaluri, Tianyu Zhang, Chunyao Lu, Xinglong Liang, Regina Beets-Tan, Jonas Teuwen, Ritse Mann |
| 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 |
| 2023 | CGI | Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image. | Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan |
| 2023 | CGI | A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images. | Qiuhui Yang, Hao Chen, Mingfeng Jiang, Mingwei Wang, Jiong Zhang, Yue Sun, Tao Tan |
| 2023 | CVPR | SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation. | Tao Tan, Qiulei Dong |
| 2023 | MICCAI | Fine-Grained Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation. | Luyi Han, Tao Tan, Ritse Mann |
| 2023 | MICCAI | An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis. | Luyi Han, Tianyu Zhang, Yunzhi Huang, Haoran Dou, Xin Wang, Yuan Gao, Chunyao Lu, Tao Tan, Ritse Mann |
| 2023 | MICCAI | DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms Using Self-adversarial Learning. | Xin Wang, Tao Tan, Yuan Gao, Luyi Han, Tianyu Zhang, Chunyao Lu, Regina Beets-Tan, Ruisheng Su, Ritse Mann |
| 2023 | MICCAI | Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-Based Hierarchical Fusion Network with Attention Mechanism. | Tianyu Zhang, Luyi Han, Anna D'Angelo, Xin Wang, Yuan Gao, Chunyao Lu, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann |
| 2022 | ADMA | Towards Idea Mining: Problem-Solution Phrase Extraction from Text. | Haixia Liu, Tim J. Brailsford, James Goulding, Tomas Maul, Tao Tan, Debanjan Chaudhuri |
| 2022 | CIS | Research on inertial navigation component measurement and control system. | Yuan Xu, Tao Tan, Chao Ma |
| 2021 | MICCAI | Pristine Annotations-Based Multi-modal Trained Artificial Intelligence Solution to Triage Chest X-Ray for COVID-19. | Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, Lszl Rusk, Zita Herczeg, Barbara Darzs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash |
| 2019 | CVPR | Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks. | Hao Cheng, Dongze Lian, Bowen Deng, Shenghua Gao, Tao Tan, Yanlin Geng |
| 2019 | ICTAI | SLAOE-NN: A Deep Network with Structure Learning for Aspect and Opining co-Extraction for NLP. | Kunling Liu, Shiqun Yin, Tao Tan |
| 2019 | ICTAI | On the Convergence Speed of AMSGRAD and Beyond. | Tao Tan, Shiqun Yin, Kunling Liu, Man Wan |
| 2019 | MICCAI | Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss. | Hongxu Yang, Caifeng Shan, Tao Tan, Alexander F. Kolen, Peter H. N. de With |
| 2016 | MICCAI | Novel Morphological Features for Non-mass-like Breast Lesion Classification on DCE-MRI. | Mohammad Razavi, Lei Wang, Tao Tan, Nico Karssemeijer, Lars Linsen, Udo Frese, Horst K. Hahn, Gabriel Zachmann |