Mengzhou Gao

According to our database, Mengzhou Gao authored at least 17 papers between 2018 and 2026.

Collaborative distances:

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

2026

One-Step Graph-Structured Neural Flows for Irregular Multivariate Time Series Classification.

Mengzhou Gao, Kaiwei Wang, Pengfei Jiao

CoRR, May, 2026

MLGO: Multi-Layer graph neural ODEs for traffic forecasting.

Mengzhou Gao, Huangqian Yu, Pengfei Jiao

Neural Networks, 2026

Towards Robust Heterogeneous Graph Explanations under Structural Perturbations.

Yifan Lu, Pengfei Jiao, Xuan Guo, Ziyun Zou, Yiwei Wang, Mengzhou Gao, Huaming Wu, Imran Razzak

Proceedings of the ACM Web Conference 2026, 2026

Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning.

Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Xuan Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DVGMAE: Self-Supervised Dynamic Variational Graph Masked Autoencoder.

Mengzhou Gao, Xinxun Zhang, Pengfei Jiao, Tianpeng Li, Zhidong Zhao

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Heterogeneous Temporal Hypergraph Neural Network.

Huan Liu, Pengfei Jiao, Mengzhou Gao, Chaochao Chen, Di Jin

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

GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality.

Zehao Liu, Mengzhou Gao, Pengfei Jiao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs.

Huan Liu, Pengfei Jiao, Xuan Guo, Huaming Wu, Mengzhou Gao, Jilin Zhang

IEEE Trans. Big Data, October, 2024

Inductive Link Prediction via Interactive Learning Across Relations in Multiplex Networks.

Mengzhou Gao, Pengfei Jiao, Ruili Lu, Huaming Wu, Yinghui Wang, Zhidong Zhao

IEEE Trans. Comput. Soc. Syst., June, 2024

VGGM: Variational Graph Gaussian Mixture Model for Unsupervised Change Point Detection in Dynamic Networks.

Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Yiming Wu, Huaming Wu, Zhidong Zhao

IEEE Trans. Inf. Forensics Secur., 2024

A deep contrastive framework for unsupervised temporal link prediction in dynamic networks.

Pengfei Jiao, Xinxun Zhang, Zehao Liu, Long Zhang, Huaming Wu, Mengzhou Gao, Tianpeng Li, Jian Wu

Inf. Sci., 2024

Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs.

Pengfei Jiao, Xinxun Zhang, Mengzhou Gao, Tianpeng Li, Zhidong Zhao

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

Neighborhood overlap-aware heterogeneous hypergraph neural network for link prediction.

Yifan Lu, Mengzhou Gao, Huan Liu, Zehao Liu, Wei Yu, Xiaoming Li, Pengfei Jiao

Pattern Recognit., December, 2023

Heterogeneous Link Prediction via Mutual Information Maximization Between Node Pairs.

Yifan Lu, Zehao Liu, Mengzhou Gao, Pengfei Jiao

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

JRS: A Joint Regulating Scheme for Secretly Shared Content Based on Blockchain.

Qiuyun Lyu, Hao Li, Zhining Deng, Xiaochen Zhang, Yizhen Qi, Huaping Liu, Mengzhou Gao

IEEE Trans. Netw. Serv. Manag., 2022

2019

Security control for networked control systems with randomly occurring integrity check protection subject to randomly occurring zero-value attacks.

Mengzhou Gao, Dongqin Feng

J. Frankl. Inst., 2019

2018

Stochastic stability analysis of networked control systems with random cryptographic protection under random zero-measurement attacks.

Meng-zhou Gao, Dongin Feng

Frontiers Inf. Technol. Electron. Eng., 2018