| 2025 | AAAI | 3SAT: A Simple Self-Supervised Adversarial Training Framework. | Jiang Fang, Haonan He, Jiyan Sun, Jiadong Fu, Zhaorui Guo, Yinlong Liu, Wei Ma |
| 2025 | CSCWD | Root Cause Analysis of Faults in Power Grids 5G Network Based on RRC Signalling Messages. | Zhaorui Guo, Peizhe Xin, Jing Zou, Zhaozheng Zhou, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma |
| 2025 | CSCWD | Root Cause Analysis of Power Grid 5G Network Faults Based on Large Language Model. | Zhaorui Guo, Jing Zou, Peizhe Xin, Xiongfei Zhao, Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma |
| 2025 | ICASSP | DASSL: Domain Agnostic Self-Supervised Learning with Multiple Missing Information Reconstruction Branches. | Jiang Fang, Haonan He, Chen Guo, Jiyan Sun, Zhaorui Guo, Chao Xu, Mohan Su, Yinlong Liu, Wei Ma |
| 2025 | ICCS | A Robust Ensemble Malware Detector Against Powerful Adversaries. | Shangyuan Zhuang, Wei Zhang, Fengqi Liu, Jiyan Sun, Yinlong Liu, Liru Geng, Wei Ma |
| 2025 | SMC | Quantum Contextual Bandits: Integrating Bandit Exploration into Quantum Neural Network. | Tianyi Chen, Shiva Raj Pokhrel, Jiang Fang, Yinlong Liu, Jiyan Sun, Liru Geng, Gang Li |
| 2025 | SMC | A Fine-grained Troubleshooting method in 6G NTN systems Based on Signaling Messages. | Liru Geng, Zhaorui Guo, Jiyan Sun, Jiadong Fu, Jiang Fang, Yinlong Liu, Wei Ma |
| 2025 | SMC | A Novel Automation Method of Cybersecurity Alerts Analysis and Response in Satellite Cloud Systems. | Liru Geng, Tian Hu, Jiang Fang, Jiyan Sun, Yinlong Liu, Wei Ma |
| 2024 | ACCV | Improve Model Robustness in Less Time Than It Takes to Drink A Cup of Coffee with Plug-and-Play Robustness Plugins. | Jiang Fang, Zhicheng Zhang, Jiyan Sun, Jiadong Fu, Haonan He, Yinlong Liu, Wei Ma |
| 2024 | ICASSP | Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks. | Zhaorui Guo, Jiyan Sun, Jiadong Fu, Lu Yuan, Shangyuan Zhuang, Liru Geng, Yinlong Liu, Wei Ma |
| 2024 | ICASSP | Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks. | Lu Yuan, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Jing Zou, Peizhe Xin, Weiqing Huang, Wei Ma |
| 2024 | IJCNN | LoFT: LoRA-Based Efficient and Robust Fine-Tuning Framework for Adversarial Training. | Jiadong Fu, Jiang Fang, Jiyan Sun, Shangyuan Zhuang, Liru Geng, Yinlong Liu |
| 2023 | CSCWD | Implementation of a Cost-Effective Privacy Leakage Detection System for Hosted Programs. | Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Yu Chen, Weiyu Liu |
| 2023 | ICCS | ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization. | Lu Yuan, Yuan Meng, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Weiqing Huang |
| 2023 | ICPADS | CACluster: A Clustering Approach for IoT Attack Activities Based on Contextual Analysis. | Huiran Yang, Yan Zhang, Yueyue Dai, Jiyan Sun, Huajun Cui, Can Ma, Weiping Wang |
| 2023 | TrustCom | A Cost-effective Automation Method of Massive Vulnerabilities Analysis and Remediation Based on Cloud Native. | Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Hongchao Wang |
| 2023 | TrustCom | LActDet: An Automatic Network Attack Activity Detection Framework for Multi-step Attacks. | Huiran Yang, Jiaqi Kang, Yueyue Dai, Jiyan Sun, Yan Zhang, Huajun Cui, Can Ma |
| 2022 | HPCC | A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System. | Hangsheng Zhang, Yu Chen, Weiyu Liu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Liru Geng |
| 2022 | ISCC | LibHunter: An Unsupervised Approach for Third-party Library Detection without Prior Knowledge. | Huajun Cui, Guozhu Meng, Yueqi Li, Yuejun Li, Yan Zhang, Jiyan Sun, Dali Zhu, Weiping Wang |
| 2022 | ISCC | Automated Privacy Network Traffic Detection via Self-labeling and Learning. | Yuejun Li, Huajun Cui, Jiyan Sun, Yan Zhang, Yueqi Li, Guozhu Meng, Weiping Wang |
| 2022 | ISCC | StinAttack: A Lightweight and Effective Adversarial Attack Simulation to Ensemble IDSs for Satellite- Terrestrial Integrated Network. | Shangyuan Zhuang, Jiyan Sun, Hangsheng Zhang, Xiaohui Kuang, Ling Pang, Haitao Liu, Yinlong Liu |
| 2022 | IWQoS | iSwift: Fast and Accurate Impact Identification for Large-scale CDNs. | Jiyan Sun, Tao Lin, Yinlong Liu, Xin Wang, Bo Jiang, Liru Geng, Pengkun Jing, Liang Dai |
| 2022 | WWW | Robust System Instance Clustering for Large-Scale Web Services. | Shenglin Zhang, Dongwen Li, Zhenyu Zhong, Jun Zhu, Minghan Liang, Jiexi Luo, Yongqian Sun, Ya Su, Sibo Xia, Zhongyou Hu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu |
| 2021 | HPCC | Learning-based Task Offloading in Dynamic Orbital Edge Computing Network. | Jiang Fang, Haitao Liu, Jiyan Sun, Ting Li, Yinlong Liu, Zhaorui Guo, Shangyuan Zhuang, Liru Geng |
| 2021 | WCNC | AutoRoot: A Novel Fault Localization Schema of Multi-dimensional Root Causes. | Pengkun Jing, Yanni Han, Jiyan Sun, Tao Lin, Yanjie Hu |
| 2021 | WCNC | Deep Reinforcement Learning-based Task Offloading in Satellite-Terrestrial Edge Computing Networks. | Dali Zhu, Haitao Liu, Ting Li, Jiyan Sun, Jie Liang, Hangsheng Zhang, Liru Geng, Yinlong Liu |
| 2020 | ISCC | A Feedback Mechanism for Prediction-based Anomaly Detection In Content Delivery Networks. | Zhilei Liu, Tao Lin, Liang Dai, Jiyan Sun, Yanjie Hu, Yan Zhang, Zhen Xu |
| 2016 | ICPADS | VNF Placement in Hybrid NFV Environment: Modeling and Genetic Algorithms. | Jiuyue Cao, Yan Zhang, Wei An, Xin Chen, Yanni Han, Jiyan Sun |
| 2015 | LCN | Improving TCP performance in data center networks with Adaptive Complementary Coding. | Jiyan Sun, Yan Zhang, Ding Tang, Shuli Zhang, Zhen Xu, Jingguo Ge |