Junlong Cheng
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Models
(2)
Processing
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Analysis
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Social
(1)
Keywords
medical image segmentation
(2)
domain adaptation
(1)
medical imaging
(1)
benchmark dataset
(1)
foundation model
(1)
mixture of expert
(1)
zero-shot generalization
(1)
vision foundation model
(1)
socratic teaching
(1)
mask generation
(1)
interactive segmentation
(1)
dialogue system
(1)
educational dialogue
(1)
large language model
(1)
multi-agent system
(1)
dense annotation
(1)
vision foundational model
(1)
foundational model
(1)
knowledge-enlightened learning
(1)
segmentation target
(1)
Papers
SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation
CVPR 2026
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
CVPR 2025
KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models
EMNLP 2025
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation
MICCAI 2024
TinyU-Net: Lighter yet Better U-Net with Cascaded Multi-Receptive Fields
MICCAI 2024