Dual-channel Early Warning Framework for Ethereum Ponzi Schemes. - Jie Jin; Jiajun Zhou; Chengxiang Jin; Shanqing Yu; Ziwan Zheng; Qi Xuan 001 (CoRR, 2022)

Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum. - Chengxiang Jin; Jie Jin; Jiajun Zhou; Jiajing Wu; Qi Xuan 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum. - Chengxiang Jin; Jiajun Zhou; Shengbo Gong; Chenxuan Xie; Qi Xuan 001 (ICDM (Workshops), 2023)

Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection. - Xuanze Chen; Chenkai Hu; Shengbo Gong; Chengxiang Jin; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (CoRR, 2024)

Dual-view Aware Smart Contract Vulnerability Detection for Ethereum. - Jiacheng Yao; Maolin Wang; Wanqi Chen; Chengxiang Jin; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (CoRR, 2024)

Network Anomaly Traffic Detection via Multi-view Feature Fusion. - Song Hao; Wentao Fu; Xuanze Chen; Chengxiang Jin; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (CoRR, 2024)

Time-Aware Metapath Feature Augmentation for Ponzi Detection in Ethereum. - Chengxiang Jin; Jiajun Zhou; Jie Jin; Jiajing Wu; Qi Xuan 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-Supervision. - Chengxiang Jin; Jiajun Zhou; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Inf. Forensics Secur., 2025)

Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection. - Junhao Wu; Yixin Yang; Chengxiang Jin; Silu Mu; Xiaolei Qian; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (CoRR, 2025)