Junbiao Cui
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(1)
Interdisciplinary
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Optimization & Theory
(1)
Keywords
fuzzy learning machine
(3)
representation learning
(2)
open-world learning
(2)
feature extraction
(2)
generalization performance
(2)
semi-supervised learning
(2)
fuzzy learning
(2)
convex optimization
(1)
data augmentation
(1)
contrastive learning
(1)
graph representation learning
(1)
prompt learning
(1)
label noise
(1)
generalization error
(1)
interpretability
(1)
link prediction
(1)
node classification
(1)
deep neural network
(1)
noise filtering
(1)
semantic correlation
(1)
Papers
Class Semantic Attribute Perception Guided Zero-Shot Learning
AAAI 2025
Human Cognition-Inspired Hierarchical Fuzzy Learning Machine
ICML 2025
Label Noise Correction via Fuzzy Learning Machine
AAAI 2025
Learning Textual Prompts for Open-World Semi-Supervised Learning
CVPR 2025
Open-World Semi-Supervised Learning with Class Semantic Correlations
IJCAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective
IJCAI 2025
A General Representation Learning Framework with Generalization Performance Guarantees
ICML 2023
Fuzzy Learning Machine
NeurIPS 2022