Dakai Jin
19 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π€
Dynamic Duo
(19)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(7)
Machine Learning
(7)
Domain-Specific
(7)
Deep Learning
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Healthcare & Medicine
(2)
Analysis
(2)
Architectures
(2)
Clinical
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Keywords
medical image segmentation
(3)
3d segmentation
(2)
medical imaging
(2)
neural architecture search
(2)
semantic segmentation
(2)
feature extraction
(1)
semi-supervised learning
(1)
continual learning
(1)
computed tomography
(1)
knowledge distillation
(1)
whole slide image
(1)
promptable segmentation
(1)
implicit representation
(1)
markov decision process
(1)
state space model
(1)
self-supervised learning
(1)
catastrophic forgetting
(1)
segment anything model
(1)
contrastive learning
(1)
representation learning
(1)
Papers
MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification
AAAI 2026
Anatomy-Aware Low-Dose CT Denoising via Pretrained Vision Models and Semantic-Guided Contrastive Learning
MICCAI 2025
Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis
ICCV 2025
HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss
ICCV 2025
Leveraging Semantic Asymmetry for Accurate Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT
MICCAI 2025
Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion
MICCAI 2025
Lymphoma Prognosis with Lesion-Anatomy Context Fusion and Attention-Based Multi-Lesion Aggregation
MICCAI 2025
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts
MICCAI 2025
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans
AAAI 2025
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer
ECCV 2024
IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images
MICCAI 2024
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation
MICCAI 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
CVPR 2024
Semi-supervised Lymph Node Metastasis Classification with Pathology-guided Label Sharpening and Two-streamed Multi-scale Fusion
MICCAI 2024
Slice-Consistent Lymph Nodes Detection Transformer in CT Scans via Cross-slice Query Contrastive Learning
MICCAI 2024
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans
ICCV 2023
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
AAAI 2022
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans
ECCV 2020
Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search
CVPR 2020