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Qi Dou

50 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (67) πŸ‘₯ Mega-Team (125) πŸ† Grand Slam πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ’Ž Century Club (49) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (143) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (12)

Conferences

MICCAI (13) CVPR (9) AAAI (5) ECCV (4) ICLR (4) NIPS (4) ICCV (3) EMNLP (2) WACV (2) ACL (1) ICML (1) IJCAI (1) RSS (1)

Top co-authors

Kai Chen (9) Pheng-Ann Heng (9) Meirui Jiang (7) Xiaoxiao Li (5) Shizhan Gong (4) Jing Qin (4) Cheng Chen (4) Yiyao Ma (3) Farzan Farnia (3) Pieter Abbeel (3)

Keywords

domain adaptation (6) federated learning (4) medical image segmentation (4) domain generalization (3) adversarial learning (3) medical imaging (3) transfer learning (3) neural network (3) category-level recognition (2) object pose estimation (2) large language model (2) test-time adaptation (2) object detection (2) episodic learning (1) multi-task learning (1) reinforcement learning (1) semi-supervised learning (1) image classification (1) feature alignment (1) metric learning (1)

Papers

Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations AAAI 2026
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025
HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education EMNLP 2025
Surgical Action Planning with Large Language Models MICCAI 2025
Medical Large Vision Language Models with Multi-Image Visual Ability MICCAI 2025
Test-Time Retrieval-Augmented Adaptation for Vision-Language Models ICCV 2025
Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video MICCAI 2025
Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation CVPR 2025
CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning MICCAI 2025
Boosting the visual interpretability of CLIP via adversarial fine-tuning ICLR 2025
ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data MICCAI 2025
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models ICML 2025
Shape-guided Configuration-aware Learning for Endoscopic-image-based Pose Estimation of Flexible Robotic Instruments ECCV 2024
Weakly-supervised Medical Image Segmentation with Gaze Annotations MICCAI 2024
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration MICCAI 2024
Language-Enhanced Local-Global Aggregation Network for Multi-Organ Trauma Detection MICCAI 2024
Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring MICCAI 2024
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate ICLR 2024
Ensemble Diversity Facilitates Adversarial Transferability CVPR 2024
Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting MICCAI 2024
EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting MICCAI 2024
Enhanced Scale-aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling MICCAI 2024
Efficient Transferability Assessment for Selection of Pre-Trained Detectors WACV 2024
Any-point Trajectory Modeling for Policy Learning RSS 2024
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning AAAI 2024
Vision Foundation Model Enables Generalizable Object Pose Estimation NIPS 2024
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NIPS 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NIPS 2024
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024
Enhancing Federated Learning Performance Fairness via Collaboration Graph-based Reinforcement Learning MICCAI 2024
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models ECCV 2024
Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation ICCV 2023
Video Dehazing via a Multi-Range Temporal Alignment Network With Physical Prior CVPR 2023
Why Is the Winner the Best? CVPR 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer WACV 2023
Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients ICLR 2022
Sim-to-Real 6D Object Pose Estimation via Iterative Self-Training for Robotic Bin Picking ECCV 2022
Tackling Long-Tailed Category Distribution under Domain Shifts ECCV 2022
Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022
SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation ICCV 2021
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization ICLR 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021
Harmonizing Transferability and Discriminability for Adapting Object Detectors CVPR 2020
Domain Generalization via Model-Agnostic Learning of Semantic Features NIPS 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018