Shenyang Huang
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Foundations
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Keywords
link prediction
(4)
temporal graph
(3)
edge prediction
(2)
dynamic graph
(2)
graph representation learning
(2)
graph neural network
(2)
molecular machine learning
(1)
recurrent neural network
(1)
benchmark dataset
(1)
foundation model
(1)
node classification
(1)
graph machine learning
(1)
recommendation system
(1)
temporal knowledge graph
(1)
property prediction
(1)
heterogeneous graph
(1)
dynamic network
(1)
pairwise representation
(1)
two-tower model
(1)
edge memorization
(1)
Papers
ContextGNN: Beyond Two-Tower Recommendation Systems
ICLR 2025
GraphPulse: Topological representations for temporal graph property prediction
ICLR 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
NeurIPS 2024
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
ICLR 2024
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
NeurIPS 2023
Towards Better Evaluation for Dynamic Link Prediction
NeurIPS 2022