Hou, Dongpeng

8 publications

IJCAI 2025 A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li

IJCAI 2025 A Prior-Based Discrete Diffusion Model for Social Graph Generation Shu Yin, Dongpeng Hou, Lianwei Wu, Xianghua Li, Chao Gao

IJCAI 2025 Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process Dongpeng Hou, Wenfei Wei, Chao Gao, Xianghua Li, Zhen Wang

IJCAI 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li

ICML 2025 SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Juergen Kurths, Frank Hellmann

AAAI 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation Dongpeng Hou, Chao Gao, Xuelong Li, Zhen Wang

IJCAI 2024 Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics Zhen Wang, Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li

IJCAI 2023 Sequential Attention Source Identification Based on Feature Representation Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li