Dongpeng Hou

According to our database, Dongpeng Hou authored at least 19 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MGOIDP: Memory-Enhanced Graph Neural Ordinary Differential Equations for Microscopic Information Diffusion Prediction.

Yuchen Wang, Dongpeng Hou, Weikai Jing, Xianghua Li, Chao Gao, Stefano Boccaletti

IEEE Trans. Netw. Sci. Eng., 2026

LLM-assisted fake news detection with adaptive boosting framework incorporating contrastive learning.

Shu Yin, Yuchen Wang, Dongpeng Hou, Wenxin An, Chao Gao, Xianghua Li, Zhen Wang

Inf. Process. Manag., 2026

Source Localization in Continuous-Time Propagation via Spectral ODE Modeling.

Dongpeng Hou, Yuchen Wang, Giulio Cimini, Roberto Benzi, Huixiang Zhang, Zhen Wang, Chao Gao

Proceedings of the ACM Web Conference 2026, 2026

Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction.

Yuchen Wang, Dongpeng Hou, Weikai Jing, Chao Gao, Xianghua Li, Yang Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

FGSSI: A Feature-Enhanced Framework With Transferability for Sequential Source Identification.

Dongpeng Hou, Chao Gao, Zhen Wang, Xuelong Li

IEEE Trans. Dependable Secur. Comput., 2025

Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes.

Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization.

Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

A Prior-based Discrete Diffusion Model for Social Graph Generation.

Shu Yin, Dongpeng Hou, Lianwei Wu, Xianghua Li, Chao Gao

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning.

Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Jürgen Kurths, Frank Hellmann

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Random Full-Order-Coverage Based Rapid Source Localization With Limited Observations for Large-Scale Networks.

Dongpeng Hou, Chao Gao, Zhen Wang, Xiaoyu Li, Xuelong Li

IEEE Trans. Netw. Sci. Eng., 2024

Propagation Dynamics of Rumor vs. Non-rumor across Multiple Social Media Platforms Driven by User Characteristics.

Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li, Zhen Wang

CoRR, 2024

Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics.

Zhen Wang, Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Inferring Information Diffusion Networks without Timestamps.

Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li, Zhen Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios.

Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li, Zhen Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

DAG-Aware Variational Autoencoder for Social Propagation Graph Generation.

Dongpeng Hou, Chao Gao, Xuelong Li, Zhen Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Lightweight source localization for large-scale social networks.

Zhen Wang, Dongpeng Hou, Chao Gao, Xiaoyu Li, Xuelong Li

Proceedings of the ACM Web Conference 2023, 2023

Sequential Attention Source Identification Based on Feature Representation.

Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

A Rapid Source Localization Method in the Early Stage of Large-scale Network Propagation.

Zhen Wang, Dongpeng Hou, Chao Gao, Jiajin Huang, Qi Xuan

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022