Dakai Jin
19 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (5) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (20)
π
Academic Marathon
(5)
πΊοΈ
Taxonomy Completionist
(20)
π
Renaissance Researcher
(5)
π€
Dynamic Duo
(18)
π₯
Unstoppable
(5)
π
Century Club
(18)
π
Conference Pioneer
β‘
Prolific Year
(8)
Conferences
MICCAI (9)
AAAI (3)
ICCV (3)
CVPR (2)
ECCV (2)
Top co-authors
Keywords
medical image segmentation
(3)
medical imaging
(2)
3d segmentation
(2)
neural architecture search
(2)
semantic segmentation
(2)
feature extraction
(1)
semi-supervised learning
(1)
continual learning
(1)
segment anything model
(1)
knowledge distillation
(1)
whole slide image
(1)
promptable segmentation
(1)
implicit representation
(1)
markov decision process
(1)
state-space model
(1)
state space model
(1)
self-supervised learning
(1)
catastrophic forgetting
(1)
contrastive learning
(1)
representation learning
(1)
Papers
MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification
AAAI 2026
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans
AAAI 2025
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts
MICCAI 2025
Anatomy-Aware Low-Dose CT Denoising via Pretrained Vision Models and Semantic-Guided Contrastive Learning
MICCAI 2025
Leveraging Semantic Asymmetry for Accurate Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT
MICCAI 2025
Lymphoma Prognosis with Lesion-Anatomy Context Fusion and Attention-Based Multi-Lesion Aggregation
MICCAI 2025
Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis
ICCV 2025
Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion
MICCAI 2025
HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss
ICCV 2025
IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images
MICCAI 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
CVPR 2024
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer
ECCV 2024
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation
MICCAI 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