Minjie Wang
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(17)
π₯
Mega-Team Β· Squad
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Optimization
(1)
Keywords
graph neural network
(4)
relational database
(2)
causal discovery
(1)
self-supervised learning
(1)
energy minimization
(1)
predictive modeling
(1)
message passing
(1)
convex clustering
(1)
alternating direction method
(1)
bilevel optimization
(1)
graphical model
(1)
knowledge graph embedding
(1)
generalized linear model
(1)
foundation model
(1)
node classification
(1)
cross attention
(1)
multi-view data
(1)
instrumental variable
(1)
message passing neural network
(1)
tabular learning
(1)
Papers
Griffin: Towards a Graph-Centric Relational Database Foundation Model
ICML 2025
MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
ICLR 2025
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
NeurIPS 2024
Causal Discovery with Generalized Linear Models through Peeling Algorithms
JMLR 2024
Graph Machine Learning through the Lens of Bilevel Optimization
AISTATS 2024
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data
JMLR 2021