| 2026 | AAAI | Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers. | Yibing Fu, Yunpeng Zhao, Zhitao Zeng, Cheng Chen, Yueming Jin |
| 2026 | AAAI | Tackling Dual-stage Missing Modalities in Brain Tumor Segmentation via Robust Modality Reconstruction and Prompt-guided Modality Adaptation. | Yunpeng Zhao, Cheng Chen, Qing You Pang, Yibing Fu, Quanzheng Li, Carol Tang, Beng-Ti Ang, Yueming Jin |
| 2025 | AAAI | AAAI Bridge Program 2025: AI for Medicine and Healthcare. | Jiayuan Zhu, Min Xu, Yueming Jin, Alex Novak, Sarim Ather, Bartlomiej W. Papiez, Xiang Li, Junde Wu |
| 2025 | ACL | Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools. | Junde Wu, Jiayuan Zhu, Yuyuan Liu, Min Xu, Yueming Jin |
| 2025 | ACL | Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation. | Junde Wu, Jiayuan Zhu, Yunli Qi, Jingkun Chen, Min Xu, Filippo Menolascina, Yueming Jin, Vicente Grau |
| 2025 | ICCV | Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation. | Guanyi Qin, Ziyue Wang, Daiyun Shen, Haofeng Liu, Hantao Zhou, Junde Wu, Runze Hu, Yueming Jin |
| 2025 | ICCV | Generalized Deep Multi-View Clustering Via Causal Learning With Partially Aligned Cross-View Correspondence. | Xihong Yang, Siwei Wang, Jiaqi Jin, Fangdi Wang, Tianrui Liu, Yueming Jin, Xinwang Liu, En Zhu, Kunlun He |
| 2025 | ICML | Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios. | Xihong Yang, Siwei Wang, Fangdi Wang, Jiaqi Jin, Suyuan Liu, Yue Liu, En Zhu, Xinwang Liu, Yueming Jin |
| 2025 | MICCAI | BCRNet: Enhancing Landmark Detection in Laparoscopic Liver Surgery via Bezier Curve Refinement. | Qian Li, Feng Liu, Shuojue Yang, Daiyun Shen, Yueming Jin |
| 2025 | MICCAI | ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-Term Tracking. | Haofeng Liu, Mingqi Gao, Xuxiao Luo, Ziyue Wang, Guanyi Qin, Junde Wu, Yueming Jin |
| 2025 | MICCAI | Instrument-Splatting: Controllable Photorealistic Reconstruction of Surgical Instruments Using Gaussian Splatting. | Shuojue Yang, Zijian Wu, Mingxuan Hong, Qian Li, Daiyun Shen, Septimiu E. Salcudean, Yueming Jin |
| 2024 | AAAI | MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer. | Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu |
| 2024 | AAAI | ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning. | Yang Yu, Danruo Deng, Furui Liu, Qi Dou, Yueming Jin, Guangyong Chen, Pheng-Ann Heng |
| 2024 | ECCV | Energy-Induced Explicit Quantification for Multi-modality MRI Fusion. | Xiaoming Qi, Yuan Zhang, Tong Wang, Guanyu Yang, Yueming Jin, Shuo Li |
| 2024 | ICRA | LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery. | Kexin Chen, Yuyang Du, Tao You, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng |
| 2024 | MICCAI | Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. | Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou |
| 2024 | MICCAI | Tri-Modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms. | Diandian Guo, Manxi Lin, Jialun Pei, He Tang, Yueming Jin, Pheng-Ann Heng |
| 2024 | MICCAI | Epicardium Prompt-Guided Real-Time Cardiac Ultrasound Frame-to-Volume Registration. | Long Lei, Jun Zhou, Jialun Pei, Baoliang Zhao, Yueming Jin, Jeremy Yuen-Chun Teoh, Jing Qin, Pheng-Ann Heng |
| 2024 | MICCAI | Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting. | Shuojue Yang, Qian Li, Daiyun Shen, Bingchen Gong, Qi Dou, Yueming Jin |
| 2023 | ICRA | Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation. | Hongqiu Wang, Yueming Jin, Lei Zhu |
| 2023 | MICCAI | Surgical Activity Triplet Recognition via Triplet Disentanglement. | Yiliang Chen, Shengfeng He, Yueming Jin, Jing Qin |
| 2023 | MICCAI | Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. | Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou |
| 2023 | MICCAI | Imitation Learning from Expert Video Data for Dissection Trajectory Prediction in Endoscopic Surgical Procedure. | Jianan Li, Yueming Jin, Yueyao Chen, Hon-Chi Yip, Markus Scheppach, Philip Wai Yan Chiu, Yeung Yam, Helen Mei-Ling Meng, Qi Dou |
| 2023 | MICCAI | Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation. | Yuchen Tian, Jiacheng Wang, Yueming Jin, Liansheng Wang |
| 2023 | MICCAI | Regressing Simulation to Real: Unsupervised Domain Adaptation for Automated Quality Assessment in Transoesophageal Echocardiography. | Jialang Xu, Yueming Jin, Bruce Martin, Andrew P. T. Smith, Susan Wright, Danail Stoyanov, Evangelos B. Mazomenos |
| 2022 | ECCV | Personalizing Federated Medical Image Segmentation via Local Calibration. | Jiacheng Wang, Yueming Jin, Liansheng Wang |
| 2022 | IROS | Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations. | Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng |
| 2022 | ICRA | TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery. | Zixu Zhao, Yueming Jin, Pheng-Ann Heng |
| 2021 | ICCV | Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning. | Zixu Zhao, Yueming Jin, Pheng-Ann Heng |
| 2021 | ICRA | Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery. | Yonghao Long, Jie Ying Wu, Bo Lu, Yueming Jin, Mathias Unberath, Yun-Hui Liu, Pheng-Ann Heng, Qi Dou |
| 2021 | IROS | Accurate Grid Keypoint Learning for Efficient Video Prediction. | Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng |
| 2021 | IROS | Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment. | Xueying Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng |
| 2021 | ICRA | One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video. | Zixu Zhao, Yueming Jin, Bo Lu, Chi-Fai Ng, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng |
| 2021 | MICCAI | Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling. | Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng |
| 2021 | MICCAI | Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer. | Xiaojie Gao, Yueming Jin, Yonghao Long, Qi Dou, Pheng-Ann Heng |
| 2021 | MICCAI | Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video. | Jiacheng Wang, Yueming Jin, Liansheng Wang, Shuntian Cai, Pheng-Ann Heng, Jing Qin |
| 2020 | ICRA | Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search. | Xiaojie Gao, Yueming Jin, Qi Dou, Pheng-Ann Heng |
| 2020 | IROS | A Learning-Driven Framework with Spatial Optimization For Surgical Suture Thread Reconstruction and Autonomous Grasping Under Multiple Topologies and Environmental Noises. | Bo Lu, Wei Chen, Yueming Jin, Dandan Zhang, Qi Dou, Henry K. Chu, Pheng-Ann Heng, Yun-Hui Liu |
| 2020 | MICCAI | Difficulty-Aware Meta-learning for Rare Disease Diagnosis. | Xiaomeng Li, Lequan Yu, Yueming Jin, Chi-Wing Fu, Lei Xing, Pheng-Ann Heng |
| 2020 | MICCAI | Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video. | Zixu Zhao, Yueming Jin, Xiaojie Gao, Qi Dou, Pheng-Ann Heng |
| 2019 | MICCAI | Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion. | Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng |
| 2019 | MICCAI | Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video. | Yueming Jin, Keyun Cheng, Qi Dou, Pheng-Ann Heng |
| 2017 | MICCAI | Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning. | Qi Dou, Hao Chen, Yueming Jin, Huangjing Lin, Jing Qin, Pheng-Ann Heng |
| 2016 | MICCAI | 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes. | Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng |