Dongpeng Hou

Venues

Frequent coauthors

Papers

1. Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction
   AAAI 2026 ·

   Yuchen Wang

   DBLP profile ↗ORCID search ↗
2. Source Localization in Continuous-Time Propagation via Spectral ODE Modeling
   WWW 2026 · Dongpeng Hou
3. A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization
   IJCAI 2025 · Dongpeng Hou
4. A Prior-based Discrete Diffusion Model for Social Graph Generation
   IJCAI 2025 ·

   Shu Yin

   DBLP profile ↗ORCID search ↗
5. Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process
   IJCAI 2025 · Dongpeng Hou
6. Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes
   IJCAI 2025 ·

   Yuchen Wang

   DBLP profile ↗ORCID search ↗
7. SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
   ICML 2025 ·

   Junyou Zhu

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8. DAG-Aware Variational Autoencoder for Social Propagation Graph Generation
   AAAI 2024 · Dongpeng Hou
9. Inferring Information Diffusion Networks without Timestamps
   CIKM 2024 ·

   Yuchen Wang

   DBLP profile ↗ORCID search ↗
10. Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics
    IJCAI 2024 ·

    Zhen Wang

    DBLP profile ↗ORCID search ↗
11. New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios
    CIKM 2024 · Dongpeng Hou