Jinyu Cai
11 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Grand Slam π Century Club Β· Bronze
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Research topics
Machine Learning
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Core Methods
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Deep Learning
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Learning Types Β· Machine Learning
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Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(2)
Computer Vision
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Analysis
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Core AI
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Healthcare & Medicine
(1)
Interdisciplinary
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Clinical
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Keywords
graph neural network
(3)
decision boundary
(3)
anomaly detection
(3)
representation learning
(3)
subspace clustering
(2)
mutual information
(2)
pseudo-anomalous graphs
(2)
knowledge distillation
(1)
feature learning
(1)
federated learning
(1)
graph anomaly detection
(1)
self-supervised learning
(1)
graph learning
(1)
multimodal learning
(1)
semantic representation
(1)
graph classification
(1)
deep clustering
(1)
cross-modal learning
(1)
online clustering
(1)
orthogonal projection
(1)
Papers
Unifying Multi-View Knowledge for Graph Learning via Model Collaboration
AAAI 2026
Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
ICML 2025
Mixture of Experts as Representation Learner for Deep Multi-View Clustering
AAAI 2025
Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning
AAAI 2025
Self-Discriminative Modeling for Anomalous Graph Detection
ICML 2025
Deep Orthogonal Hypersphere Compression for Anomaly Detection
ICLR 2024
Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment
IJCAI 2024
Kernel Readout for Graph Neural Networks
IJCAI 2024
LG-FGAD: An Effective Federated Graph Anomaly Detection Framework
IJCAI 2024
Efficient Deep Embedded Subspace Clustering
CVPR 2022
Perturbation Learning Based Anomaly Detection
NeurIPS 2022