Dongpeng Hou
9 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Keyword Champion
(3)
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Prolific Year · Productive
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Research topics
Deep Learning
(6)
Machine Learning
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Models
(5)
Architectures
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Artificial Intelligence
(3)
Core AI
(3)
Core Methods
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Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Mathematics
(1)
Optimization & Theory
(1)
Keywords
source localization
(3)
graph neural network
(2)
graph generation
(2)
social network
(2)
diffusion model
(2)
attention mechanism
(2)
knowledge distillation
(1)
stochastic process
(1)
graph representation learning
(1)
time series forecasting
(1)
graph attention network
(1)
information diffusion
(1)
multivariate time series
(1)
message passing
(1)
variational autoencoder
(1)
feature representation
(1)
neural ordinary differential equation
(1)
stochastic differential equation
(1)
self-supervised learning
(1)
variational inference
(1)
Papers
Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction
AAAI 2026
A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization
IJCAI 2025
A Prior-based Discrete Diffusion Model for Social Graph Generation
IJCAI 2025
Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process
IJCAI 2025
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes
IJCAI 2025
SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
ICML 2025
DAG-Aware Variational Autoencoder for Social Propagation Graph Generation
AAAI 2024
Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics
IJCAI 2024
Sequential Attention Source Identification Based on Feature Representation
IJCAI 2023