| 2026 | AAAI | Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations. | Shizhan Gong, Xiaofan Zhang, Qi Dou |
| 2025 | ACL | DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning. | Qian Wu, Zheyao Gao, Longfei Gou, Qi Dou |
| 2025 | CVPR | Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation. | Jiawei Fu, Tiantian Zhang, Kai Chen, Qi Dou |
| 2025 | EMNLP | LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding. | Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zheng, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li |
| 2025 | EMNLP | HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education. | Qian Wu, Zheyao Gao, Longfei Gou, Yifan Hou, Ann Sin Nga Lau, Qi Dou |
| 2025 | ICCV | Test-Time Retrieval-Augmented Adaptation for Vision-Language Models. | Xinqi Fan, Xueli Chen, Luoxiao Yang, Chuin Hong Yap, Rizwan Qureshi, Qi Dou, Moi Hoon Yap, Mubarak Shah |
| 2025 | ICLR | Boosting the visual interpretability of CLIP via adversarial fine-tuning. | Shizhan Gong, Haoyu Lei, Qi Dou, Farzan Farnia |
| 2025 | ICML | Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models. | Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia |
| 2025 | IROS | Gaussian Splatting with Reflectance Regularization for Endoscopic Scene Reconstruction. | Chengkun Li, Kai Chen, Shi Qiu, Jason Ying-Kuen Chan, Qi Dou |
| 2025 | IROS | ColaDex: Contact-guided Optimization and VLM-assisted Selection for Task-oriented Dexterous Grasp Generation. | Yiyao Ma, Kai Chen, Xuecheng Xu, Zhongxiang Zhou, Liang Xie, Rong Xiong, Qi Dou |
| 2025 | MICCAI | Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video. | Jiaxin Guo, Wenzhen Dong, Tianyu Huang, Hao Ding, Ziyi Wang, Haomin Kuang, Qi Dou, Yun-Hui Liu |
| 2025 | MICCAI | Surgical Key Step Recognition with Global-Local Modeling Mamba in Laparoscopic Pulmonary Lobectomy. | Fengyue Guo, Chengkun Li, Bin Peng, Yonghao Long, Jialun Pei, Mengya Xu, Ziling He, Guangsuo Wang, Qi Dou |
| 2025 | MICCAI | ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data. | Chengkun Li, Yuqi Tong, Kai Chen, Zhenya Yang, Ruiyang Li, Shi Qiu, Jason Ying-Kuen Chan, Pheng-Ann Heng, Qi Dou |
| 2025 | MICCAI | A Unified 3D Cardiac Structure Segmentation Framework for Heterogeneous Medical Data. | Zhao Wang, Zheyao Gao, Qi Dou |
| 2025 | MICCAI | Surgical Action Planning with Large Language Models. | Mengya Xu, Zhongzhen Huang, Jie Zhang, Xiaofan Zhang, Qi Dou |
| 2025 | MICCAI | Medical Large Vision Language Models with Multi-image Visual Ability. | Xikai Yang, Juzheng Miao, Yuchen Yuan, Jiaze Wang, Qi Dou, Jinpeng Li, Pheng-Ann Heng |
| 2025 | MICCAI | CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning. | Jie Zhang, Mengya Xu, Yiwei Wang, Qi Dou |
| 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 | BMVC | A Super-pixel-based Approach to the Stable Interpretation of Neural Networks. | Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia |
| 2024 | CVPR | Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training. | Shizhan Gong, Qi Dou, Farzan Farnia |
| 2024 | CVPR | Ensemble Diversity Facilitates Adversarial Transferability. | Bowen Tang, Zheng Wang, Yi Bin, Qi Dou, Yang Yang, Heng Tao Shen |
| 2024 | ECCV | Shape-Guided Configuration-Aware Learning for Endoscopic-Image-Based Pose Estimation of Flexible Robotic Instruments. | Yiyao Ma, Kai Chen, Hon-Sing Tong, Ruofeng Wei, Yui-Lun Ng, Ka-Wai Kwok, Qi Dou |
| 2024 | ECCV | Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models. | Jiaqi Xu, Mengyang Wu, Xiaohu You, Chi-Wing Fu, Qi Dou, Pheng-Ann Heng |
| 2024 | ICLR | Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate. | Meirui Jiang, Anjie Le, Xiaoxiao Li, Qi Dou |
| 2024 | ICRA | RGBManip: Monocular Image-based Robotic Manipulation through Active Object Pose Estimation. | Boshi An, Yiran Geng, Kai Chen, Xiaoqi Li, Qi Dou, Hao Dong |
| 2024 | ICRA | Multi-objective Cross-task Learning via Goal-conditioned GPT-based Decision Transformers for Surgical Robot Task Automation. | Jiawei Fu, Yonghao Long, Kai Chen, Wang Wei, Qi Dou |
| 2024 | ICRA | Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-template Matching. | Jiaxin Guo, Jiangliu Wang, Zhaoshuo Li, Tongyu Jia, Qi Dou, Yun-Hui Liu |
| 2024 | ICRA | Simultaneous Estimation of Shape and Force along Highly Deformable Surgical Manipulators Using Sparse FBG Measurement. | Yiang Lu, Bin Li, Wei Chen, Junyan Yan, Shing Shin Cheng, Jiangliu Wang, Jianshu Zhou, Qi Dou, Yun-Hui Liu |
| 2024 | ICRA | Interactive Navigation in Environments with Traversable Obstacles Using Large Language and Vision-Language Models. | Zhen Zhang, Anran Lin, Chun Wai Wong, Xiangyu Chu, Qi Dou, K. W. Samuel Au |
| 2024 | MICCAI | EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries Using Gaussian Splatting. | Kailing Wang, Chen Yang, Yuehao Wang, Sikuang Li, Yan Wang, Qi Dou, Xiaokang Yang, Wei Shen |
| 2024 | MICCAI | Enhanced Scale-Aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling. | Ruofeng Wei, Bin Li, Kai Chen, Yiyao Ma, Yunhui Liu, Qi Dou |
| 2024 | MICCAI | Enhancing Federated Learning Performance Fairness via Collaboration Graph-Based Reinforcement Learning. | Yuexuan Xia, Benteng Ma, Qi Dou, Yong Xia |
| 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 |
| 2024 | MICCAI | Language-Enhanced Local-Global Aggregation Network for Multi-organ Trauma Detection. | Jianxun Yu, Qixin Hu, Meirui Jiang, Yaning Wang, Chin Ting Wong, Jing Wang, Huimao Zhang, Qi Dou |
| 2024 | MICCAI | Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring. | Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou |
| 2024 | MICCAI | Holistic Consistency for Subject-Level Segmentation Quality Assessment in Medical Image Segmentation. | Yizhe Zhang, Tao Zhou, Qiang Chen, Qi Dou, Shuo Wang |
| 2024 | MICCAI | Weakly-Supervised Medical Image Segmentation with Gaze Annotations. | Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou |
| 2024 | MICCAI | Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration. | Xiaogen Zhon, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou |
| 2024 | WACV | Efficient Transferability Assessment for Selection of Pre-trained Detectors. | Zhao Wang, Aoxue Li, Zhenguo Li, Qi Dou |
| 2023 | BMVC | Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization. | Zhao Wang, Aoxue Li, Fengwei Zhou, Zhenguo Li, Qi Dou |
| 2023 | CVPR | Why is the Winner the Best? | Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulm, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martn-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rdsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brngel, J. Cho, C. Choi, Qi Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, lvaro Garca-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, lodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hlne Urien, Joo L. Vilaa, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jger, Annette Kopp-Schneider, Lena Maier-Hein |
| 2023 | CVPR | Fair Federated Medical Image Segmentation via Client Contribution Estimation. | Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu |
| 2023 | CVPR | Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior. | Jiaqi Xu, Xiaowei Hu, Lei Zhu, Qi Dou, Jifeng Dai, Yu Qiao, Pheng-Ann Heng |
| 2023 | ICCV | Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation. | Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin |
| 2023 | ICRA | Two-Stage Grasping: A New Bin Picking Framework for Small Objects. | Hanwen Cao, Jianshu Zhou, Junda Huang, Yichuan Li, Ng Cheng Meng, Rui Cao, Qi Dou, Yunhui Liu |
| 2023 | ICRA | StereoPose: Category-Level 6D Transparent Object Pose Estimation from Stereo Images via Back-View NOCS. | Kai Chen, Stephen James, Congying Sui, Yun-Hui Liu, Pieter Abbeel, Qi Dou |
| 2023 | ICRA | Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot. | Tao Huang, Kai Chen, Bin Li, Yun-Hui Liu, Qi Dou |
| 2023 | ICRA | Autonomous Intelligent Navigation for Flexible Endoscopy Using Monocular Depth Guidance and 3-D Shape Planning. | Yiang Lu, Ruofeng Wei, Bin Li, Wei Chen, Jianshu Zhou, Qi Dou, Dong Sun, Yun-Hui Liu |
| 2023 | IROS | Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot. | Tao Huang, Kai Chen, Wang Wei, Jianan Li, Yonghao Long, Qi Dou |
| 2023 | IROS | End-to-End Learning of Deep Visuomotor Policy for Needle Picking. | Hongbin Lin, Bin Li, Xiangyu Chu, Qi Dou, Yunhui Liu, Kwok Wai Samuel Au |
| 2023 | IROS | Visual-Kinematics Graph Learning for Procedure-Agnostic Instrument Tip Segmentation in Robotic Surgeries. | Jiaqi Liu, Yonghao Long, Kai Chen, Cheuk Hei Leung, Zerui Wang, Qi Dou |
| 2023 | MICCAI | FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. | Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao 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 | Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. | Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou |
| 2023 | MICCAI | Fast Non-Markovian Diffusion Model for Weakly Supervised Anomaly Detection in Brain MR Images. | Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng |
| 2023 | MICCAI | Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant Risk. | Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng |
| 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 | Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data. | Wenao Ma, Cheng Chen, Jill M. Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou |
| 2023 | MICCAI | Foundation Model for Endoscopy Video Analysis via Large-Scale Self-supervised Pre-train. | Zhao Wang, Chang Liu, Shaoting Zhang, Qi Dou |
| 2023 | WACV | Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer. | Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen |
| 2023 | SiggraphA | SeamlessNeRF: Stitching Part NeRFs with Gradient Propagation. | Bingchen Gong, Yuehao Wang, Xiaoguang Han, Qi Dou |
| 2022 | AAAI | HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images. | Meirui Jiang, Zirui Wang, Qi Dou |
| 2022 | AAAI | Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary. | Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng |
| 2022 | CVPR | Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution. | Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin |
| 2022 | ECCV | Tackling Long-Tailed Category Distribution Under Domain Shifts. | Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang |
| 2022 | ECCV | Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin Picking. | Kai Chen, Rui Cao, Stephen James, Yichuan Li, Yun-Hui Liu, Pieter Abbeel, Qi Dou |
| 2022 | ICLR | Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients. | Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama |
| 2022 | ICRA | Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking. | Yidan Feng, Biqi Yang, Xianzhi Li, Chi-Wing Fu, Rui Cao, Kai Chen, Qi Dou, Mingqiang Wei, Yun-Hui Liu, Pheng-Ann Heng |
| 2022 | ICRA | 3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery. | Bin Li, Ruofeng Wei, Jiaqi Xu, Bo Lu, Chi Hang Yee, Chi-Fai Ng, Pheng-Ann Heng, Qi Dou, Yun-Hui Liu |
| 2022 | IROS | Distilled Visual and Robot Kinematics Embeddings for Metric Depth Estimation in Monocular Scene Reconstruction. | Ruofeng Wei, Bin Li, Hangjie Mo, Fangxun Zhong, Yonghao Long, Qi Dou, Yun-Hui Liu, Dong Sun |
| 2022 | IROS | SESR: Self-Ensembling Sim-to-Real Instance Segmentation for Auto-Store Bin Picking. | Biqi Yang, Xiaojie Gao, Kai Chen, Rui Cao, Yidan Feng, Xianzhi Li, Qi Dou, Chi-Wing Fu, Yun-Hui Liu, Pheng-Ann Heng |
| 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 | MICCAI | Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. | Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou |
| 2022 | MICCAI | Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification. | Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng |
| 2022 | MICCAI | WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-contrast MRI Super-Resolution. | Guangyuan Li, Jun Lyu, Chengyan Wang, Qi Dou, Jing Qin |
| 2022 | MICCAI | DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR Imaging. | Jun Lyu, Bin Sui, Chengyan Wang, Yapeng Tian, Qi Dou, Jing Qin |
| 2022 | MICCAI | Test-Time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift. | Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou |
| 2022 | MICCAI | Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery. | Yuehao Wang, Yonghao Long, Siu Hin Fan, Qi Dou |
| 2022 | MICCAI | AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy. | Ziyi Wang, Bo Lu, Yonghao Long, Fangxun Zhong, Tak Hong Cheung, Qi Dou, Yunhui Liu |
| 2021 | CVPR | FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space. | Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng |
| 2021 | ICCV | SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation. | Kai Chen, Qi Dou |
| 2021 | ICLR | FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. | Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou |
| 2021 | ICRA | Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception. | Bin Li, Bo Lu, Yiang Lu, Qi Dou, Yun-Hui Liu |
| 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 | IROS | Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks. | Jiaze Wang, Kai Chen, Qi Dou |
| 2021 | IROS | SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning. | Jiaqi Xu, Bin Li, Bo Lu, Yun-Hui Liu, Qi Dou, 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 | Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. | Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng |
| 2021 | MICCAI | E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-Based Stereoscopic Depth Perception. | Yonghao Long, Zhaoshuo Li, Chi Hang Yee, Chi-Fai Ng, Russell H. Taylor, Mathias Unberath, Qi Dou |
| 2020 | CVPR | Harmonizing Transferability and Discriminability for Adapting Object Detectors. | Chaoqi Chen, Zebiao Zheng, Xinghao Ding, Yue Huang, Qi Dou |
| 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 | Shape-Aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains. | Quande Liu, Qi Dou, Pheng-Ann Heng |
| 2020 | MICCAI | Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks. | Robert Robinson, Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Ben Glocker |
| 2020 | MICCAI | Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms. | Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi |
| 2020 | MICCAI | Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation. | Cheng Xue, Qiao Deng, Xiaomeng Li, Qi Dou, 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 |
| 2020 | MICCAI | Domain Knowledge Driven Multi-modal Segmentation of Anatomical Brain Barriers to Cancer Spread. | Xiaoyang Zou, Qi Dou |
| 2019 | AAAI | Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation. | Cheng Chen, Qi Dou, Hao Chen, Jing Qin, 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 |
| 2019 | MICCAI | A Two-Stage Approach for Automated Prostate Lesion Detection and Classification with Mask R-CNN and Weakly Supervised Deep Neural Network. | Zhiyu Liu, Wenhao Jiang, Kit-Hang Lee, Yat-Long Lo, Yui-Lun Ng, Qi Dou, Varut Vardhanabhuti, Ka-Wai Kwok |
| 2019 | MICCAI | Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis. | Luyang Luo, Hao Chen, Xi Wang, Qi Dou, Huangjing Lin, Juan Zhou, Gongjie Li, Pheng-Ann Heng |
| 2019 | MICCAI | An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis. | Xueying Shi, Qi Dou, Cheng Xue, Jing Qin, Hao Chen, Pheng-Ann Heng |
| 2019 | MICCAI | IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation. | Yanning Zhou, Hao Chen, Jiaqi Xu, Qi Dou, Pheng-Ann Heng |
| 2019 | MICCAI | Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels. | Martin Zlocha, Qi Dou, Ben Glocker |
| 2018 | AAAI | SFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN With Objectness Prior Interaction. | Yanning Zhou, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng |
| 2018 | IJCAI | Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss. | Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng |
| 2018 | MICCAI | Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-Ray Segmentation. | Cheng Chen, Qi Dou, Hao Chen, Pheng-Ann Heng |
| 2018 | MICCAI | MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis. | Lihao Liu, Qi Dou, Hao Chen, Iyiola E. Olatunji, Jing Qin, Pheng-Ann Heng |
| 2018 | WACV | ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image. | Huangjing Lin, Hao Chen, Qi Dou, Liansheng Wang, Jing Qin, 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 |
| 2017 | MICCAI | Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. | Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng |
| 2016 | AAAI | Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks. | Hao Chen, Qi Dou, Xi Wang, 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 |
| 2016 | MICCAI | Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation. | Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng |
| 2015 | MICCAI | Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks. | Hao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng |