Dongpeng Hou

20 papers A* 12A 2Journal 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MGOIDP: Memory-Enhanced Graph Neural Ordinary Differential Equations for Microscopic Information Diffusion Prediction.
IEEE Trans. Netw. Sci. Eng.
Yuchen Wang, Dongpeng Hou, Weikai Jing, Xianghua Li, Chao Gao, Stefano Boccaletti
2026 A* conf
Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction.
AAAI
Yuchen Wang, Dongpeng Hou, Weikai Jing, Chao Gao, Xianghua Li, Yang Liu
2026 J jnl
Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction.
CoRR
Yuchen Wang, Dongpeng Hou, Weikai Jing, Chao Gao, Xianghua Li, Yang Liu
2026 A* conf
Source Localization in Continuous-Time Propagation via Spectral ODE Modeling.
WWW
Dongpeng Hou, Yuchen Wang, Giulio Cimini, Roberto Benzi, Huixiang Zhang, Zhen Wang, Chao Gao
2025 A* conf
A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization.
IJCAI
Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li
2025 A* conf
A Prior-based Discrete Diffusion Model for Social Graph Generation.
IJCAI
Shu Yin, Dongpeng Hou, Lianwei Wu, Xianghua Li, Chao Gao
2025 J jnl
FGSSI: A Feature-Enhanced Framework With Transferability for Sequential Source Identification.
IEEE Trans. Dependable Secur. Comput.
Dongpeng Hou, Chao Gao, Zhen Wang, Xuelong Li
2025 A* conf
Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process.
IJCAI
Dongpeng Hou, Wenfei Wei, Chao Gao, Xianghua Li, Zhen Wang
2025 A* conf
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes.
IJCAI
Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li
2025 A* conf
SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning.
ICML
Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Jürgen Kurths, Frank Hellmann
2024 A* conf
DAG-Aware Variational Autoencoder for Social Propagation Graph Generation.
AAAI
Dongpeng Hou, Chao Gao, Xuelong Li, Zhen Wang
2024 A conf
Inferring Information Diffusion Networks without Timestamps.
CIKM
Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li, Zhen Wang
2024 A* conf
Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics.
IJCAI
Zhen Wang, Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li
2024 A conf
New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios.
CIKM
Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li, Zhen Wang
2024 J jnl
Propagation Dynamics of Rumor vs. Non-rumor across Multiple Social Media Platforms Driven by User Characteristics.
CoRR
Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li, Zhen Wang
2024 J jnl
Random Full-Order-Coverage Based Rapid Source Localization With Limited Observations for Large-Scale Networks.
IEEE Trans. Netw. Sci. Eng.
Dongpeng Hou, Chao Gao, Zhen Wang, Xiaoyu Li, Xuelong Li
2023 A* conf
Lightweight source localization for large-scale social networks.
WWW
Zhen Wang, Dongpeng Hou, Chao Gao, Xiaoyu Li, Xuelong Li
2023 A* conf
Sequential Attention Source Identification Based on Feature Representation.
IJCAI
Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li
2023 J jnl
Sequential Attention Source Identification Based on Feature Representation.
CoRR
Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li
2022 A* conf
A Rapid Source Localization Method in the Early Stage of Large-scale Network Propagation.
WWW
Zhen Wang, Dongpeng Hou, Chao Gao, Jiajin Huang, Qi Xuan