Guifeng Wang
6 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
meta learning
(1)
representation learning
(1)
contrastive learning
(1)
multi-task learning
(1)
risk management
(1)
domain adaptation
(1)
graph matching
(1)
uncertainty quantification
(1)
graph anomaly detection
(1)
self-supervised learning
(1)
geometric deep learning
(1)
constrained optimization
(1)
portfolio selection
(1)
portfolio optimization
(1)
equivariant graph neural network
(1)
risk assessment
(1)
cognitive diagnosis
(1)
molecular property prediction
(1)
node representation
(1)
graph contrastive learning
(1)
Papers
Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness
COLING 2025
A new perspective on building efficient and expressive 3D equivariant graph neural networks
NeurIPS 2023
Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification
IJCAI 2023
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios
NeurIPS 2023
Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty
AAAI 2021
Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective
IJCAI 2017