Rui Guo
8 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold
🌈
Renaissance Researcher
(5)
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Architectures
(1)
Clinical
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
retrieval-augmented generation
(2)
zero-shot learning
(1)
knowledge graph
(1)
adversarial learning
(1)
image generation
(1)
graph matching
(1)
self-supervised learning
(1)
constraint optimization
(1)
3d vision
(1)
image synthesis
(1)
mutual information
(1)
optical flow
(1)
3d object detection
(1)
semantic information
(1)
semantic segmentation
(1)
representation learning
(1)
3d geometry
(1)
collaborative perception
(1)
graph contrastive learning
(1)
unsupervised learning
(1)
Papers
LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation
COLING 2025
UDPET: Ultra-low Dose PET Imaging Challenge Dataset
MICCAI 2025
Causality-Informed Fusion Network for Automated Assessment of Parkinsonian Body Bradykinesia
MICCAI 2024
QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM
ACL 2024
Contrastive Learning Meets Homophily: Two Birds with One Stone
ICML 2023
GANmouflage: 3D Object Nondetection With Texture Fields
CVPR 2023
Regularized Graph Matching for Correspondence Identification under Uncertainty in Collaborative Perception
RSS 2020
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception
CVPR 2019