Dongpeng Hou
9 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (27) π Cross-Pollinator (8)
π
Renaissance Researcher
(6)
β‘
Prolific Year
(5)
Conferences
IJCAI (6)
AAAI (2)
ICML (1)
Top co-authors
Keywords
source localization
(3)
graph neural network
(2)
attention mechanism
(2)
graph generation
(2)
social network
(2)
diffusion model
(1)
information diffusion
(1)
knowledge distillation
(1)
stochastic process
(1)
temporal attention
(1)
time series forecasting
(1)
multivariate time series
(1)
message passing
(1)
variational autoencoder
(1)
neural ordinary differential equation
(1)
feature representation
(1)
stochastic differential equation
(1)
graph attention network
(1)
self-supervised learning
(1)
variational inference
(1)
Papers
Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction
AAAI 2026
SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
ICML 2025
A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization
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
A Prior-based Discrete Diffusion Model for Social Graph Generation
IJCAI 2025
Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics
IJCAI 2024
DAG-Aware Variational Autoencoder for Social Propagation Graph Generation
AAAI 2024
Sequential Attention Source Identification Based on Feature Representation
IJCAI 2023