Jiajun Zhou

48 papers A 2Journal 42Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
CrossHGL: A Text-Free Foundation Model for Cross-Domain Heterogeneous Graph Learning.
CoRR
Xuanze Chen, Jiajun Zhou, Yadong Li, Shanqing Yu, Qi Xuan
2026 J jnl
Traffic-MoE: A Sparse Foundation Model for Network Traffic Analysis.
CoRR
Jiajun Zhou, Changhui Sun, Meng Shen, Shanqing Yu, Qi Xuan
2025 J jnl
Clarify Confused Nodes via Separated Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiajun Zhou, Shengbo Gong, Xuanze Chen, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2025 J jnl
Data Augmentation on Graphs: A Technical Survey.
ACM Comput. Surv.
Jiajun Zhou, Chenxuan Xie, Shengbo Gong, Zhenyu Wen, Xiangyu Zhao, Qi Xuan, Xiaoniu Yang
2025 J jnl
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-Supervision.
IEEE Trans. Inf. Forensics Secur.
Chengxiang Jin, Jiajun Zhou, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2025 J jnl
Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection.
CoRR
Songtao Peng, Lei Wang, Wu Shuai, Hao Song, Jiajun Zhou, Shanqing Yu, Qi Xuan
2025 J jnl
Inductive Subgraph Embedding for Link Prediction.
Mob. Networks Appl.
Jin Si, Chenxuan Xie, Jiajun Zhou, Shanqing Yu, Lina Chen, Qi Xuan, Chunyu Miao
2025 J jnl
Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification.
CoRR
Xuanze Chen, Jiajun Zhou, Jinsong Chen, Shanqing Yu, Qi Xuan
2025 — conf
Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification.
WWW (Companion Volume)
Xuanze Chen, Jiajun Zhou, Shanqing Yu, Qi Xuan
2025 J jnl
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph.
CoRR
Jiajun Zhou, Wentao Fu, Hao Song, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2025 J jnl
Multiview Correlation-Aware Network Traffic Detection on Flow Hypergraph.
IEEE Internet Things J.
Jiajun Zhou, Wentao Fu, Hao Song, Shanqing Yu, Qi Xuan
2025 J jnl
Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection.
CoRR
Junhao Wu, Yixin Yang, Chengxiang Jin, Silu Mu, Xiaolei Qian, Jiajun Zhou, Shanqing Yu, Qi Xuan
2024 — conf
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures.
DSPP (1)
Hao Song, Jiacheng Yao, Xuanze Chen, Shaocong Xu, Shibo Jin, Jiajun Zhou, Chenbo Fu, Qi Xuan, Shanqing Yu
2024 J jnl
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures.
CoRR
Hao Song, Jiacheng Yao, Zhengxi Li, Shaocong Xu, Shibo Jin, Jiajun Zhou, Chenbo Fu, Qi Xuan, Shanqing Yu
2024 J jnl
Dual-view Aware Smart Contract Vulnerability Detection for Ethereum.
CoRR
Jiacheng Yao, Maolin Wang, Wanqi Chen, Chengxiang Jin, Jiajun Zhou, Shanqing Yu, Qi Xuan
2024 J jnl
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision.
CoRR
Chenxiang Jin, Jiajun Zhou, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2024 J jnl
Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection.
CoRR
Xuanze Chen, Chenkai Hu, Shengbo Gong, Chengxiang Jin, Jiajun Zhou, Shanqing Yu, Qi Xuan
2024 J jnl
Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs.
CoRR
Jiajun Zhou, Jiacheng Yao, Xuanze Chen, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2024 J jnl
Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification.
CoRR
Xuanze Chen, Jiajun Zhou, Shanqing Yu, Qi Xuan
2024 J jnl
Network Anomaly Traffic Detection via Multi-view Feature Fusion.
CoRR
Song Hao, Wentao Fu, Xuanze Chen, Chengxiang Jin, Jiajun Zhou, Shanqing Yu, Qi Xuan
2024 J jnl
PathMLP: Smooth path towards high-order homophily.
Neural Networks
Jiajun Zhou, Chenxuan Xie, Shengbo Gong, Jiaxu Qian, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2024 J jnl
Rethinking Graph Transformer Architecture Design for Node Classification.
CoRR
Jiajun Zhou, Xuanze Chen, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2024 J jnl
Time-Aware Metapath Feature Augmentation for Ponzi Detection in Ethereum.
IEEE Trans. Netw. Sci. Eng.
Chengxiang Jin, Jiajun Zhou, Jie Jin, Jiajing Wu, Qi Xuan
2023 A conf
Neighborhood Homophily-based Graph Convolutional Network.
CIKM
Shengbo Gong, Jiajun Zhou, Chenxuan Xie, Qi Xuan
2023 J jnl
PathMLP: Smooth Path Towards High-order Homophily.
CoRR
Chenxuan Xie, Jiajun Zhou, Shengbo Gong, Jiacheng Wan, Jiaxu Qian, Shanqing Yu, Qi Xuan, Xiaoniu Yang
2023 J jnl
RobustECD: Enhancement of Network Structure for Robust Community Detection.
IEEE Trans. Knowl. Data Eng.
Jiajun Zhou, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu, Guanrong Chen, Qi Xuan
2022 J jnl
Behavior-Aware Account De-Anonymization on Ethereum Interaction Graph.
IEEE Trans. Inf. Forensics Secur.
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
2022 J jnl
Behavior-aware Account De-anonymization on Ethereum Interaction Graph.
CoRR
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
2022 — conf
Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction.
BlockSys
Panpan Li, Shengbo Gong, Shaocong Xu, Jiajun Zhou, Shanqing Yu, Qi Xuan
2022 J jnl
Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction.
CoRR
Panpan Li, Shengbo Gong, Shaocong Xu, Jiajun Zhou, Shanqing Yu, Qi Xuan
2022 J jnl
Data Augmentation on Graphs: A Survey.
CoRR
Jiajun Zhou, Chenxuan Xie, Zhenyu Wen, Xiangyu Zhao, Qi Xuan
2022 J jnl
Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence.
CoRR
Shanqing Yu, Yijun Wu, Ran Gan, Jiajun Zhou, Ziwan Zheng, Qi Xuan
2022 J jnl
Dual-channel Early Warning Framework for Ethereum Ponzi Schemes.
CoRR
Jie Jin, Jiajun Zhou, Chengxiang Jin, Shanqing Yu, Ziwan Zheng, Qi Xuan
2022 J jnl
Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum.
CoRR
Chengxiang Jin, Jie Jin, Jiajun Zhou, Jiajing Wu, Qi Xuan
2022 J jnl
Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum.
IEEE Trans. Circuits Syst. II Express Briefs
Chengxiang Jin, Jie Jin, Jiajun Zhou, Jiajing Wu, Qi Xuan
2022 J jnl
SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph.
CoRR
Shanqing Yu, Shihan Zhang, Jianlin Zhang, Jiajun Zhou, Qi Xuan, Bing Li, Xiaojuan Hu
2022 J jnl
Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum.
CoRR
Chengxiang Jin, Jiajun Zhou, Jie Jin, Jiajing Wu, Qi Xuan
2021 J jnl
BlockGC: A Joint Learning Framework for Account Identity Inference on Blockchain with Graph Contrast.
CoRR
Jiajun Zhou, Chenkai Hu, Shengbo Gong, Jiaying Xu, Jie Shen, Qi Xuan
2021 J jnl
Corrections to "M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification".
IEEE Trans. Netw. Sci. Eng.
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan
2021 — conf
Identity Inference on Blockchain Using Graph Neural Network.
BlockSys
Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan
2021 J jnl
Identity Inference on Blockchain using Graph Neural Network.
CoRR
Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan
2021 J jnl
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification.
IEEE Trans. Netw. Sci. Eng.
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan
2021 J jnl
Sampling Subgraph Network With Application to Graph Classification.
IEEE Trans. Netw. Sci. Eng.
Jinhuan Wang, Pengtao Chen, Bin Ma, Jiajun Zhou, Zhongyuan Ruan, Guanrong Chen, Qi Xuan
2021 J jnl
Sampling Subgraph Network with Application to Graph Classification.
CoRR
Jinhuan Wang, Pengtao Chen, Bin Ma, Jiajun Zhou, Zhongyuan Ruan, Guanrong Chen, Qi Xuan
2020 A conf
Data Augmentation for Graph Classification.
CIKM
Jiajun Zhou, Jie Shen, Qi Xuan
2020 J jnl
Data Augmentation for Graph Classification.
CoRR
Jiajun Zhou, Jie Shen, Qi Xuan
2020 J jnl
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification.
CoRR
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan
2019 J jnl
Adversarial Enhancement for Community Detection in Complex Networks.
CoRR
Jiajun Zhou, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu, Feifei Li, Guanrong Chen, Qi Xuan