Junjie Zhou
15 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (44) π Conference Polyglot Β· Bronze π Keyword Champion (2) π₯ Mega-Team Β· Squad
ποΈ
Keyword Collector
(95)
β‘
Prolific Year Β· Prolific
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(13)
Machine Learning
(11)
Artificial Intelligence
(10)
Core AI
(10)
Computer Vision
(8)
Application Areas
(7)
Learning Types Β· Deep Learning
(6)
Models
(6)
Core Methods
(5)
Healthcare & Medicine
(4)
Natural Language Processing
(4)
Clinical
(4)
Learning Types Β· Machine Learning
(4)
Domain-Specific
(3)
Applications
(2)
Keywords
vision-language model
(4)
diffusion model
(3)
multimodal large language model
(3)
multimodal retrieval
(3)
multimodal learning
(2)
cancer prognosis
(2)
model compression
(2)
image generation
(2)
long video understanding
(2)
survival prediction
(2)
efficient computing
(2)
tumor microenvironment
(2)
video classification
(1)
uncertainty quantification
(1)
few-shot learning
(1)
curriculum learning
(1)
hypergraph learning
(1)
benchmark evaluation
(1)
active learning
(1)
graph learning
(1)
Papers
Advancing Cancer Prognosis with Hierarchical Fusion of Genomic, Proteomic and Pathology Imaging Data from a Systems Biology Perspective
CVPR 2026
OmniGen2: Towards Instruction-Aligned Multimodal Generation
CVPR 2026
ShowTable: Unlocking Creative Table Visualization with Collaborative Reflection and Refinement
CVPR 2026
AcZeroTS: Active Learning for Zero-shot Tissue Segmentation in Pathology Images
ICCV 2025
All You Need in Knowledge Distillation Is a Tailored Coordinate System
AAAI 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval
ACL 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction
CVPR 2025
MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval
ACL 2025
MLVU: Benchmarking Multi-task Long Video Understanding
CVPR 2025
OmniGen: Unified Image Generation
CVPR 2025
Quantization without Tears
CVPR 2025
Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder
CVPR 2025
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
CVPR 2025
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images
CVPR 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
ACL 2024