Junwei Su
8 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
graph neural network
(3)
graph structure
(2)
ridge regression
(1)
stochastic differential equation
(1)
fault diagnosis
(1)
spectral graph theory
(1)
node classification
(1)
random forest
(1)
predictive maintenance
(1)
convergence bound
(1)
temporal dependency
(1)
node feature
(1)
evaluation metric
(1)
generalization performance
(1)
cold-start problem
(1)
memory complexity
(1)
temporal graph neural network
(1)
inductive learning
(1)
incremental learning
(1)
stochastic gradient descent
(1)
Papers
A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations
ICML 2025
Explainable Dynamic Graph Neural Networks for Predictive Maintenance in Vehicle Chassis Systems
ACML 2025
On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
ICML 2025
SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion
ICML 2025
Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks
AAAI 2025
On the Topology Awareness and Generalization Performance of Graph Neural Networks
ECCV 2024
PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks
ICLR 2024
Towards Robust Graph Incremental Learning on Evolving Graphs
ICML 2023