Shiyin Tan
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
graph contrastive learning
(2)
image restoration
(1)
robustness
(1)
curriculum learning
(1)
multimodal learning
(1)
protein representation
(1)
instance selection
(1)
feature fusion
(1)
mixture of expert
(1)
feature augmentation
(1)
protein representation learning
(1)
thermal imaging
(1)
abstractive summarization
(1)
low-light image enhancement
(1)
adaptive fusion
(1)
large language model
(1)
graph neural network
(1)
thermal information
(1)
thermal map
(1)
spectral constraint
(1)
Papers
MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning
AAAI 2026
Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance
ICML 2025
Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
AAAI 2025
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
EMNLP 2024
Community-Invariant Graph Contrastive Learning
ICML 2024