Jiaxu Cui
6 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Architectures
(4)
Core Methods
(4)
Optimization & Theory
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Optimization
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Keywords
graph neural network
(4)
neural ordinary differential equation
(2)
surrogate model
(2)
bayesian optimization
(2)
molecular discovery
(2)
dynamical system
(2)
graph generation
(1)
neural architecture search
(1)
spatio-temporal modeling
(1)
gaussian process
(1)
distribution shift
(1)
stochastic process
(1)
feedback mechanism
(1)
multivariate time series
(1)
latent representation
(1)
ordinary differential equation
(1)
siamese network
(1)
graph differential equation
(1)
neural simulator
(1)
context-informed modeling
(1)
Papers
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
IJCAI 2025
State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting
IJCAI 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations
IJCAI 2025
Stochastic Neural Simulator for Generalizing Dynamical Systems across Environments
IJCAI 2024
Cost-aware Graph Generation: A Deep Bayesian Optimization Approach
AAAI 2021
Deep Bayesian Optimization on Attributed Graphs
AAAI 2019