Feng Huang
11 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30)
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Renaissance Researcher
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Research topics
Machine Learning
(9)
Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
Healthcare & Medicine
(4)
Core Methods
(4)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Models
(3)
Research
(3)
Analysis
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Keywords
graph neural network
(3)
contrastive learning
(3)
drug-drug interaction
(3)
association prediction
(2)
diffusion model
(2)
representation learning
(2)
transfer learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
self-supervised learning
(1)
object detection
(1)
named entity recognition
(1)
text generation
(1)
multimodal learning
(1)
link prediction
(1)
semantic alignment
(1)
semantic representation
(1)
image restoration
(1)
remote sensing
(1)
object tracking
(1)
Papers
LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning
AAAI 2025
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation
ACL 2025
RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution
AAAI 2025
Text-IRSTD: Leveraging Semantic Text to Promote Infrared Small Target Detection in Complex Scenes
ICCV 2025
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation
AAAI 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction
IJCAI 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment
IJCAI 2024
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction
AAAI 2023
Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction
IJCAI 2023
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction
IJCAI 2021
Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison
Interspeech 2019