Qi Dou

Chinese University of Hong Kong

55 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3416-9950 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×28 ICRA ×5 NeurIPS ×4 CVPR ×3 AAAI ×2 ECCV ×2 EMNLP ×2 ICLR ×2 IROS ×2 ACL ×1 BMVC ×1 ICCV ×1 ICML ×1 RSS ×1

Frequent coauthors

Aasa Feragen

×13

Marius George Linguraru

×12

Stamatia Giannarou

×12

Ben Glocker

×12

Karim Lekadir

×12

Julia A. Schnabel

×12

Kai Chen

×11

Shizhan Gong

×5

Pheng-Ann Heng

×5

Yiyao Ma

×5

Yun-Hui Liu

×5

Farzan Farnia

×4

Papers

Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations
AAAI 2026 ·
Shizhan Gong
,
Xiaofan Zhang
, Qi Dou
A Unified 3D Cardiac Structure Segmentation Framework for Heterogeneous Medical Data
MICCAI 2025 ·
Zhao Wang
,
Zheyao Gao
, Qi Dou
Boosting the visual interpretability of CLIP via adversarial fine-tuning
ICLR 2025 ·
Shizhan Gong
,
Haoyu Lei
, Qi Dou,
Farzan Farnia
CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning
MICCAI 2025 ·
Jie Zhang
,
Mengya Xu
,
Yiwei Wang
, Qi Dou
ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data
MICCAI 2025 ·
Chengkun Li
,
Yuqi Tong
,
Kai Chen
,
Zhenya Yang
,
Ruiyang Li
,
Shi Qiu
,
Jason Ying-Kuen Chan
,
Pheng-Ann Heng
, Qi Dou
ColaDex: Contact-guided Optimization and VLM-assisted Selection for Task-oriented Dexterous Grasp Generation
IROS 2025 ·
Yiyao Ma
,
Kai Chen
,
Xuecheng Xu
,
Zhongxiang Zhou
,
Liang Xie
,
Rong Xiong
, Qi Dou
Contact Map Transfer with Conditional Diffusion Model for Generalizable Dexterous Grasp Generation
NeurIPS 2025 ·
Yiyao Ma
,
Kai Chen
,
Kexin Zheng
, Qi Dou
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning
ACL 2025 ·
Qian Wu
,
Zheyao Gao
,
Longfei Gou
, Qi Dou
Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video
MICCAI 2025 ·
Jiaxin Guo
,
Wenzhen Dong
,
Tianyu Huang
,
Hao Ding
,
Ziyi Wang
,
Haomin Kuang
, Qi Dou,
Yun-Hui Liu
Gaussian Splatting with Reflectance Regularization for Endoscopic Scene Reconstruction
IROS 2025 ·
Chengkun Li
,
Kai Chen
,
Shi Qiu
,
Jason Ying-Kuen Chan
, Qi Dou
HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education
EMNLP 2025 ·
Qian Wu
,
Zheyao Gao
,
Longfei Gou
,
Yifan Hou
,
Ann Sin Nga Lau
, Qi Dou
Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation
CVPR 2025 ·
Jiawei Fu
,
Tiantian Zhang
,
Kai Chen
, Qi Dou
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
ICML 2025 ·
Shizhan Gong
,
Yankai Jiang
, Qi Dou,
Farzan Farnia
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
EMNLP 2025 ·
Yuxuan Hu
,
Jihao Liu
,
Ke Wang
,
Jinliang Zheng
,
Weikang Shi
,
Manyuan Zhang
, Qi Dou,
Rui Liu
,
Aojun Zhou
,
Hongsheng Li
Medical Large Vision Language Models with Multi-image Visual Ability
MICCAI 2025 ·
Xikai Yang
,
Juzheng Miao
,
Yuchen Yuan
,
Jiaze Wang
, Qi Dou,
Jinpeng Li
,
Pheng-Ann Heng
Surgical Action Planning with Large Language Models
MICCAI 2025 ·
Mengya Xu
,
Zhongzhen Huang
,
Jie Zhang
,
Xiaofan Zhang
, Qi Dou
Surgical Key Step Recognition with Global-Local Modeling Mamba in Laparoscopic Pulmonary Lobectomy
MICCAI 2025 ·
Fengyue Guo
,
Chengkun Li
,
Bin Peng
,
Yonghao Long
,
Jialun Pei
,
Mengya Xu
,
Ziling He
,
Guangsuo Wang
, Qi Dou
Test-Time Retrieval-Augmented Adaptation for Vision-Language Models
ICCV 2025 ·
Xinqi Fan
,
Xueli Chen
,
Luoxiao Yang
,
Chuin Hong Yap
,
Rizwan Qureshi
, Qi Dou,
Moi Hoon Yap
,
Mubarak Shah
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks
BMVC 2024 ·
Shizhan Gong
,
Jingwei Zhang
, Qi Dou,
Farzan Farnia
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning
AAAI 2024 ·
Yang Yu
,
Danruo Deng
,
Furui Liu
, Qi Dou,
Yueming Jin
,
Guangyong Chen
,
Pheng-Ann Heng
Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-template Matching
ICRA 2024 ·
Jiaxin Guo
,
Jiangliu Wang
,
Zhaoshuo Li
,
Tongyu Jia
, Qi Dou,
Yun-Hui Liu
Any-point Trajectory Modeling for Policy Learning
RSS 2024 ·
Chuan Wen
,
Xingyu Lin
,
John Ian Reyes So
,
Kai Chen
, Qi Dou,
Yang Gao
,
Pieter Abbeel
Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting
MICCAI 2024 ·
Shuojue Yang
,
Qian Li
,
Daiyun Shen
,
Bingchen Gong
, Qi Dou,
Yueming Jin
EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries Using Gaussian Splatting
MICCAI 2024 ·
Kailing Wang
,
Chen Yang
,
Yuehao Wang
,
Sikuang Li
,
Yan Wang
, Qi Dou,
Xiaokang Yang
,
Wei Shen
Enhanced Scale-Aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling
MICCAI 2024 ·
Ruofeng Wei
,
Bin Li
,
Kai Chen
,
Yiyao Ma
,
Yunhui Liu
, Qi Dou
Enhancing Federated Learning Performance Fairness via Collaboration Graph-Based Reinforcement Learning
MICCAI 2024 ·
Yuexuan Xia
,
Benteng Ma
, Qi Dou,
Yong Xia
Ensemble Diversity Facilitates Adversarial Transferability
CVPR 2024 ·
Bowen Tang
,
Zheng Wang
,
Yi Bin
, Qi Dou,
Yang Yang
,
Heng Tao Shen
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
NeurIPS 2024 ·
Ruinan Jin
,
Zikang Xu
,
Yuan Zhong
,
Qingsong Yao
, Qi Dou,
S. Kevin Zhou
,
Xiaoxiao Li
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate
ICLR 2024 ·
Meirui Jiang
,
Anjie Le
,
Xiaoxiao Li
, Qi Dou
Holistic Consistency for Subject-Level Segmentation Quality Assessment in Medical Image Segmentation
MICCAI 2024 ·
Yizhe Zhang
,
Tao Zhou
,
Qiang Chen
, Qi Dou,
Shuo Wang
Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
MICCAI 2024 ·
Tiantian Zhang
,
Manxi Lin
,
Hongda Guo
,
Xiaofan Zhang
,
Ka Fung Peter Chiu
,
Aasa Feragen
, Qi Dou
Interactive Navigation in Environments with Traversable Obstacles Using Large Language and Vision-Language Models
ICRA 2024 ·
Zhen Zhang
,
Anran Lin
,
Chun Wai Wong
,
Xiangyu Chu
, Qi Dou,
K. W. Samuel Au
Language-Enhanced Local-Global Aggregation Network for Multi-organ Trauma Detection
MICCAI 2024 ·
Jianxun Yu
,
Qixin Hu
,
Meirui Jiang
,
Yaning Wang
,
Chin Ting Wong
,
Jing Wang
,
Huimao Zhang
, Qi Dou
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
NeurIPS 2024 ·
Minghui Chen
,
Meirui Jiang
,
Xin Zhang
, Qi Dou,
Zehua Wang
,
Xiaoxiao Li
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part I
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part II
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part III
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IV
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IX
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part V
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VI
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VII
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VIII
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XI
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XII
MICCAI 2024 ·
Marius George Linguraru
, Qi Dou,
Aasa Feragen
,
Stamatia Giannarou
,
Ben Glocker
,
Karim Lekadir
,
Julia A. Schnabel
Multi-objective Cross-task Learning via Goal-conditioned GPT-based Decision Transformers for Surgical Robot Task Automation
ICRA 2024 ·
Jiawei Fu
,
Yonghao Long
,
Kai Chen
,
Wang Wei
, Qi Dou
RGBManip: Monocular Image-based Robotic Manipulation through Active Object Pose Estimation
ICRA 2024 ·
Boshi An
,
Yiran Geng
,
Kai Chen
,
Xiaoqi Li
, Qi Dou,
Hao Dong
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration
MICCAI 2024 ·
Xiaogen Zhon
,
Yiyou Sun
,
Min Deng
,
Winnie Chiu Wing Chu
, Qi Dou
Shape-Guided Configuration-Aware Learning for Endoscopic-Image-Based Pose Estimation of Flexible Robotic Instruments
ECCV 2024 ·
Yiyao Ma
,
Kai Chen
,
Hon-Sing Tong
,
Ruofeng Wei
,
Yui-Lun Ng
,
Ka-Wai Kwok
, Qi Dou
Simultaneous Estimation of Shape and Force along Highly Deformable Surgical Manipulators Using Sparse FBG Measurement
ICRA 2024 ·
Yiang Lu
,
Bin Li
,
Wei Chen
,
Junyan Yan
,
Shing Shin Cheng
,
Jiangliu Wang
,
Jianshu Zhou
, Qi Dou,
Yun-Hui Liu
Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training
CVPR 2024 ·
Shizhan Gong
, Qi Dou,
Farzan Farnia
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
ECCV 2024 ·
Jiaqi Xu
,
Mengyang Wu
,
Xiaohu You
,
Chi-Wing Fu
, Qi Dou,
Pheng-Ann Heng
Vision Foundation Model Enables Generalizable Object Pose Estimation
NeurIPS 2024 ·
Kai Chen
,
Yiyao Ma
,
Xingyu Lin
,
Stephen James
,
Jianshu Zhou
,
Yun-Hui Liu
,
Pieter Abbeel
, Qi Dou
Weakly-Supervised Medical Image Segmentation with Gaze Annotations
MICCAI 2024 ·
Yuan Zhong
,
Chenhui Tang
,
Yumeng Yang
,
Ruoxi Qi
,
Kang Zhou
,
Yuqi Gong
,
Pheng-Ann Heng
,
Janet H. Hsiao
, Qi Dou