PPaperPicks

Dongpeng Hou

11 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

IJCAI ×5AAAI ×2CIKM ×2ICML ×1WWW ×1

Frequent coauthors

Chao Gao
×11
Xianghua Li
×8
Yuchen Wang
×6
Zhen Wang
×6
Shu Yin
×2
Weikai Jing
×1
Yang Liu
×1
Giulio Cimini
×1
Roberto Benzi
×1
Huixiang Zhang
×1
Lianwei Wu
×1
Wenfei Wei
×1

Papers

  1. Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction
    AAAI 2026 ·
    Yuchen Wang
    , Dongpeng Hou,
    Weikai Jing
    ,
    Chao Gao
    ,
    Xianghua Li
    ,
    Yang Liu
  2. Source Localization in Continuous-Time Propagation via Spectral ODE Modeling
    WWW 2026 · Dongpeng Hou,
    Yuchen Wang
    ,
    Giulio Cimini
    ,
    Roberto Benzi
    ,
    Huixiang Zhang
    ,
    Zhen Wang
    ,
    Chao Gao
  3. A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization
    IJCAI 2025 · Dongpeng Hou,
    Yuchen Wang
    ,
    Chao Gao
    ,
    Xianghua Li
  4. A Prior-based Discrete Diffusion Model for Social Graph Generation
    IJCAI 2025 ·
    Shu Yin
    , Dongpeng Hou,
    Lianwei Wu
    ,
    Xianghua Li
    ,
    Chao Gao
  5. Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process
    IJCAI 2025 · Dongpeng Hou,
    Wenfei Wei
    ,
    Chao Gao
    ,
    Xianghua Li
    ,
    Zhen Wang
  6. Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes
    IJCAI 2025 ·
    Yuchen Wang
    , Dongpeng Hou,
    Chao Gao
    ,
    Xianghua Li
  7. SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
    ICML 2025 ·
    Junyou Zhu
    ,
    Langzhou He
    ,
    Chao Gao
    , Dongpeng Hou,
    Zhen Su
    ,
    Philip S. Yu
    ,
    Jürgen Kurths
    ,
    Frank Hellmann
  8. DAG-Aware Variational Autoencoder for Social Propagation Graph Generation
    AAAI 2024 · Dongpeng Hou,
    Chao Gao
    ,
    Xuelong Li
    ,
    Zhen Wang
  9. Inferring Information Diffusion Networks without Timestamps
    CIKM 2024 ·
    Yuchen Wang
    , Dongpeng Hou,
    Chao Gao
    ,
    Xianghua Li
    ,
    Zhen Wang
  10. Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics
    IJCAI 2024 ·
    Zhen Wang
    , Dongpeng Hou,
    Shu Yin
    ,
    Chao Gao
    ,
    Xianghua Li
  11. New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios
    CIKM 2024 · Dongpeng Hou,
    Yuchen Wang
    ,
    Chao Gao
    ,
    Xianghua Li
    ,
    Zhen Wang