Jin Ye
15 papers · 2020–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Legion
π€
Dynamic Duo
(13)
β
The Questioner
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(6)
Artificial Intelligence
(5)
Core AI
(5)
Domain-Specific
(5)
Deep Learning
(4)
Machine Learning
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Models
(3)
Application Areas Β· Machine Learning
(2)
Learning Types
(2)
Processing
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas Β· Deep Learning
(1)
Keywords
vision-language model
(3)
visual question answering
(3)
multimodal learning
(3)
medical imaging
(3)
benchmark evaluation
(2)
semantic segmentation
(2)
benchmark dataset
(2)
medical image segmentation
(2)
universal segmentation
(1)
instruction following
(1)
self-supervised learning
(1)
instance segmentation
(1)
image reconstruction
(1)
out-of-distribution generalization
(1)
knowledge graph
(1)
magnetic resonance imaging
(1)
markov decision process
(1)
knowledge distillation
(1)
domain generalization
(1)
image segmentation
(1)
Papers
EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval
CVPR 2026
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI
AAAI 2026
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision
AAAI 2026
Virtual Full-stack Scanning of Brain MRI via Imputing Any Quantised Code
CVPR 2026
FPN-in-FPN: A Nested Multi-Scale Aggregation Network for Polyp Segmentation
MICCAI 2025
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
CVPR 2025
New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch Blending
MICCAI 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions
MICCAI 2025
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding
CVPR 2025
Towards Interpretable Counterfactual Generation via Multimodal Autoregression
MICCAI 2025
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
NeurIPS 2024
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation
MICCAI 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition
ECCV 2020