| 2026 | AAAI | Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction. | Yuchen Wang, Dongpeng Hou, Weikai Jing, Chao Gao, Xianghua Li, Yang Liu |
| 2026 | WWW | Source Localization in Continuous-Time Propagation via Spectral ODE Modeling. | Dongpeng Hou, Yuchen Wang, Giulio Cimini, Roberto Benzi, Huixiang Zhang, Zhen Wang, Chao Gao |
| 2025 | ICML | SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning. | Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Jrgen Kurths, Frank Hellmann |
| 2025 | IJCAI | A Prior-based Discrete Diffusion Model for Social Graph Generation. | Shu Yin, Dongpeng Hou, Lianwei Wu, Xianghua Li, Chao Gao |
| 2025 | IJCAI | A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization. | Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li |
| 2025 | IJCAI | 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 |
| 2025 | IJCAI | Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes. | Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li |
| 2024 | AAAI | DAG-Aware Variational Autoencoder for Social Propagation Graph Generation. | Dongpeng Hou, Chao Gao, Xuelong Li, Zhen Wang |
| 2024 | CIKM | New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios. | Dongpeng Hou, Yuchen Wang, Chao Gao, Xianghua Li, Zhen Wang |
| 2024 | CIKM | Inferring Information Diffusion Networks without Timestamps. | Yuchen Wang, Dongpeng Hou, Chao Gao, Xianghua Li, Zhen Wang |
| 2024 | IJCAI | Joint Source Localization in Different Platforms via Implicit Propagation Characteristics of Similar Topics. | Zhen Wang, Dongpeng Hou, Shu Yin, Chao Gao, Xianghua Li |
| 2023 | IJCAI | Sequential Attention Source Identification Based on Feature Representation. | Dongpeng Hou, Zhen Wang, Chao Gao, Xuelong Li |
| 2023 | WWW | Lightweight source localization for large-scale social networks. | Zhen Wang, Dongpeng Hou, Chao Gao, Xiaoyu Li, Xuelong Li |
| 2022 | WWW | A Rapid Source Localization Method in the Early Stage of Large-scale Network Propagation. | Zhen Wang, Dongpeng Hou, Chao Gao, Jiajin Huang, Qi Xuan |