Zero-Day Traffic Identification Using One-Dimension Convolutional Neural Networks And Auto Encoder Machine. - Dong Jin 004; Jinsen Xie; Shuangwu Chen; Jian Yang 014; Xinmin Liu; Wei Wang 212 (Networking, 2020)

Federated Incremental Learning based Evolvable Intrusion Detection System for Zero-Day Attacks. - Dong Jin 004; Shuangwu Chen; Huasen He; Xiaofeng Jiang; Siyu Cheng; Jian Yang 014 (IEEE Netw., 2023)

Deep Learning Based Online Nondestructive Defect Detection for Self-Piercing Riveted Joints in Automotive Body Manufacturing. - Shuangwu Chen; Dong Jin 004; Huasen He; Feng Yang 013; Jian Yang 014 (IEEE Trans. Ind. Informatics, 2023)

Generative Models Based Wafer Surface Defect Detection in Limited Sample Scenarios. - Chenjie Li; Dong Jin 004; Shuangwu Chen; Jian Yang 014; Jian Xie (ICCPR, 2024)

Graph Coding Aided Deep Reinforcement Learning for Fault-tolerant Workflow Scheduling. - Jiangming Li; Sen Li; Jian Tan; Siyu Cheng; Dong Jin 004; Shuangwu Chen; Jian Yang 014 (ICCT, 2024)

LogGraph: Log Event Graph Learning Aided Robust Fine-Grained Anomaly Diagnosis. - Jiangming Li; Huasen He; Shuangwu Chen; Dong Jin 004; Jian Yang 014 (IEEE Trans. Dependable Secur. Comput., 2024)

LinkGuard: Link Flooding Attack Detection and Mitigation via Spatio-Temporal Graph Convolutional Network. - Siyu Cheng; Dong Jin 004; Yuanyi Ma; Shuangwu Chen; Huasen He; Jian Yang 014 (IEEE Trans. Netw. Sci. Eng., 2024)

SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs. - Yu Guo; Dong Jin 004; Shenghao Ye; Shuangwu Chen; Jianyang Jianyang; Xiaobin Tan (ACL (Findings), 2025)

GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction. - Fengrui Xiao; Shuangwu Chen; Jian Yang 014; Huasen He; Xiaofeng Jiang; Xiaobin Tan; Dong Jin 004 (Comput. Secur., 2025)

Robust Cross-Chamber One-Class Fault Detection in Semiconductor Manufacturing. - Qirui Bai; Shuangwu Chen; Huihuang Qin; Dong Jin 004; Xiaobin Tan; Huasen He; Guohao Wang; Jian Yang 014 (IEEE Trans Autom. Sci. Eng., 2025)

SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs. - Yu Guo; Dong Jin 004; Shenghao Ye; Shuangwu Chen; Jian Yang 014; Xiaobin Tan (CoRR, 2025)

When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables. - Shenghao Ye; Yu Guo; Dong Jin 004; Yikai Shen; Yunpeng Hou; Shuangwu Chen; Jian Yang 014; Xiaofeng Jiang (CoRR, 2025)