Shiyin Tan
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICML (2)
EMNLP (1)
Top co-authors
Keywords
active learning
(1)
image restoration
(1)
curriculum learning
(1)
multimodal learning
(1)
multi-modal learning
(1)
instance selection
(1)
feature fusion
(1)
mixture of expert
(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)
multi-perspective graph
(1)
certainty gain
(1)
residue interaction network
(1)
Papers
MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning
AAAI 2026
Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
AAAI 2025
Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance
ICML 2025
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
EMNLP 2024
Community-Invariant Graph Contrastive Learning
ICML 2024