Mengzhou Gao

19 papers A* 5Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
MLGO: Multi-Layer graph neural ODEs for traffic forecasting.
Neural Networks
Mengzhou Gao, Huangqian Yu, Pengfei Jiao
2026 A* conf
Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning.
AAAI
Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Xuan Guo
2026 J jnl
Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning.
CoRR
Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Xuan Guo
2026 A* conf
Towards Robust Heterogeneous Graph Explanations under Structural Perturbations.
WWW
Yifan Lu, Pengfei Jiao, Xuan Guo, Ziyun Zou, Yiwei Wang, Mengzhou Gao, Huaming Wu, Imran Razzak
2025 J jnl
DVGMAE: Self-Supervised Dynamic Variational Graph Masked Autoencoder.
IEEE Trans. Neural Networks Learn. Syst.
Mengzhou Gao, Xinxun Zhang, Pengfei Jiao, Tianpeng Li, Zhidong Zhao
2025 A* conf
GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality.
AAAI
Zehao Liu, Mengzhou Gao, Pengfei Jiao
2025 J jnl
GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality.
CoRR
Zehao Liu, Mengzhou Gao, Pengfei Jiao
2025 A* conf
Heterogeneous Temporal Hypergraph Neural Network.
IJCAI
Huan Liu, Pengfei Jiao, Mengzhou Gao, Chaochao Chen, Di Jin
2025 J jnl
Heterogeneous Temporal Hypergraph Neural Network.
CoRR
Huan Liu, Pengfei Jiao, Mengzhou Gao, Chaochao Chen, Di Jin
2024 J jnl
A deep contrastive framework for unsupervised temporal link prediction in dynamic networks.
Inf. Sci.
Pengfei Jiao, Xinxun Zhang, Zehao Liu, Long Zhang, Huaming Wu, Mengzhou Gao, Tianpeng Li, Jian Wu
2024 J jnl
HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs.
IEEE Trans. Big Data
Huan Liu, Pengfei Jiao, Xuan Guo, Huaming Wu, Mengzhou Gao, Jilin Zhang
2024 J jnl
Inductive Link Prediction via Interactive Learning Across Relations in Multiplex Networks.
IEEE Trans. Comput. Soc. Syst.
Mengzhou Gao, Pengfei Jiao, Ruili Lu, Huaming Wu, Yinghui Wang, Zhidong Zhao
2024 A* conf
Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs.
ICDM
Pengfei Jiao, Xinxun Zhang, Mengzhou Gao, Tianpeng Li, Zhidong Zhao
2024 J jnl
Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs.
CoRR
Pengfei Jiao, Xinxun Zhang, Mengzhou Gao, Tianpeng Li, Zhidong Zhao
2024 J jnl
VGGM: Variational Graph Gaussian Mixture Model for Unsupervised Change Point Detection in Dynamic Networks.
IEEE Trans. Inf. Forensics Secur.
Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Yiming Wu, Huaming Wu, Zhidong Zhao
2023 — conf
Heterogeneous Link Prediction via Mutual Information Maximization Between Node Pairs.
CICAI (1)
Yifan Lu, Zehao Liu, Mengzhou Gao, Pengfei Jiao
2023 J jnl
Neighborhood overlap-aware heterogeneous hypergraph neural network for link prediction.
Pattern Recognit.
Yifan Lu, Mengzhou Gao, Huan Liu, Zehao Liu, Wei Yu, Xiaoming Li, Pengfei Jiao
2022 J jnl
JRS: A Joint Regulating Scheme for Secretly Shared Content Based on Blockchain.
IEEE Trans. Netw. Serv. Manag.
Qiuyun Lyu, Hao Li, Zhining Deng, Xiaochen Zhang, Yizhen Qi, Huaping Liu, Mengzhou Gao
2019 J jnl
Security control for networked control systems with randomly occurring integrity check protection subject to randomly occurring zero-value attacks.
J. Frankl. Inst.
Mengzhou Gao, Dongqin Feng