Jun Hu
19 papers · 2013–2026 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Squad
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Keyword Pioneer
π
Renaissance Researcher
(9)
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(114)
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(12)
Architectures
(8)
Artificial Intelligence
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(5)
Learning Types Β· Deep Learning
(5)
Core Methods
(4)
Computer Vision
(3)
Knowledge & Reasoning
(3)
Computer Science
(2)
Domain-Specific
(2)
Representation
(2)
Data Science & Analytics
(1)
Keywords
graph neural network
(4)
representation learning
(3)
knowledge graph
(2)
multimodal learning
(2)
message passing
(2)
domain adaptation
(1)
multi-task learning
(1)
contrastive learning
(1)
knowledge extraction
(1)
label propagation
(1)
embedding learning
(1)
graph anomaly detection
(1)
multimodal recommendation
(1)
motion estimation
(1)
adversarial learning
(1)
pseudo labeling
(1)
computer graphics
(1)
text classification
(1)
class imbalance
(1)
data augmentation
(1)
Papers
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs
AAAI 2026
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning
AAAI 2026
NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification
AAAI 2026
Adapting Precomputed Features for Efficient Graph Condensation
ICML 2025
CateEA: Enhancing Entity Alignment via Implicit Category Supervision
COLING 2025
Effective and Efficient Masked Image Generation Models
ICML 2025
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion
NAACL 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
AAAI 2025
Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection
ACL 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
AAAI 2025
Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition
IJCAI 2024
Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
ICLR 2024
LuoShen: A Hyper-Converged Programmable Gateway for Multi-Tenant Multi-Service Edge Clouds
NSDI 2024
Tools Identification By On-Board Adaptation of Vision-and-Language Models
AAAI 2024
Tracking Multiple Deformable Objects in Egocentric Videos
CVPR 2023
Adaptive Convolutions With Per-Pixel Dynamic Filter Atom
ICCV 2021
Dialogue Disentanglement in Software Engineering: How Far are We?
IJCAI 2021
Building Chinese Affective Resources in Valence-Arousal Dimensions
NAACL 2016
HDR Deghosting: How to Deal with Saturation?
CVPR 2013