A Federated Learning-Based Intrusion Detection System for Satellite-Terrestrial Integrated Networks. - Wan, Mengke; Fang, Jiang; Guo, Chen; Geng, Liru; Liu, Yinlong; Ma, Wei; Xu, Chao; Su, Mohan (2025)

A Robust Ensemble Malware Detector Against Powerful Adversaries. - Zhuang, Shangyuan; Zhang, Wei; Liu, Fengqi; Sun, Jiyan; Liu, Yinlong; Geng, Liru; Ma, Wei (2025)

Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks. - Yuan, Lu; Sun, Jiyan; Zhuang, Shangyuan; Liu, Yinlong; Geng, Liru; Zou, Jing; Xin, Peizhe; Huang, Weiqing; Ma, Wei (2024)

Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks. - Guo, Zhaorui; Sun, Jiyan; Fu, Jiadong; Yuan, Lu; Zhuang, Shangyuan; Geng, Liru; Liu, Yinlong; Ma, Wei (2024)

STRCA: A Lightweight and Accurate Root Cause Analysis System Based on 5G Signalling Trace. - Fang, Jiang; Fu, Jiadong; Sun, Jiyan; Geng, Liru; Liu, Yinlong; Ma, Wei (2024)

CoSen-IDS: A Novel Cost-Sensitive Intrusion Detection System on Imbalanced Data in 5G Networks. - Yuan, Lu; Sun, Jiyan; Zhuang, Shangyuan; Liu, Yinlong; Geng, Liru; Ma, Wei (2024)

LoFT: LoRA-Based Efficient and Robust Fine-Tuning Framework for Adversarial Training. - Fu, Jiadong; Fang, Jiang; Sun, Jiyan; Zhuang, Shangyuan; Geng, Liru; Liu, Yinlong (2024)

ESMO: Joint Frame Scheduling and Model Caching for Edge Video Analytics. - Li, Ting; Sun, Jiyan; Liu, Yinlong; Zhang, Xu; Zhu, Dali; Guo, Zhaorui; Geng, Liru (IEEE Trans. Parallel Distributed Syst., 2023)

ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization. - Yuan, Lu; Meng, Yuan; Sun, Jiyan; Zhuang, Shangyuan; Liu, Yinlong; Geng, Liru; Huang, Weiqing (2023)

A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System. - Zhang, Hangsheng; Chen, Yu; Liu, Weiyu; Zhuang, Shangyuan; Sun, Jiyan; Liu, Yinlong; Geng, Liru (2022)

iSwift: Fast and Accurate Impact Identification for Large-scale CDNs. - Sun, Jiyan; Lin, Tao; Liu, Yinlong; Wang, Xin; Jiang, Bo; Geng, Liru; Jing, Pengkun; Dai, Liang (2022)

Multi-Head Attention Based Popularity Prediction Caching in Social Content-Centric Networking With Mobile Edge Computing. - Liang, Jie; Zhu, Dali; Liu, Haitao; Ping, Heng; Li, Ting; Zhang, Hangsheng; Geng, Liru; Liu, Yinlong (IEEE Commun. Lett., 2021)

Speed-Aware and Customized Task Offloading and Resource Allocation in Mobile Edge Computing. - Zhu, Dali; Li, Ting; Tian, Hongfeng; Yang, Yong; Liu, Yinlong; Liu, Haitao; Geng, Liru; Sun, Jiyan (IEEE Commun. Lett., 2021)

Privacy-Aware Online Task Offloading for Mobile-Edge Computing. - Zhu, Dali; Li, Ting; Liu, Haitao; Sun, Jiyan; Geng, Liru; Liu, Yinlong (Wirel. Commun. Mob. Comput., 2021)

Learning-based Task Offloading in Dynamic Orbital Edge Computing Network. - Fang, Jiang; Liu, Haitao; Sun, Jiyan; Li, Ting; Liu, Yinlong; Guo, Zhaorui; Zhuang, Shangyuan; Geng, Liru (2021)

Deep Reinforcement Learning-based Task Offloading in Satellite-Terrestrial Edge Computing Networks. - Zhu, Dali; Liu, Haitao; Li, Ting; Sun, Jiyan; Liang, Jie; Zhang, Hangsheng; Geng, Liru; Liu, Yinlong (2021)

Deep Reinforcement Learning-based Task Offloading in Satellite-Terrestrial Edge Computing Networks. - Zhu, Dali; Liu, Haitao; Li, Ting; Sun, Jiyan; Liang, Jie; Zhang, Hangsheng; Geng, Liru; Liu, Yinlong (CoRR, 2021)

Defense Against Advanced Persistent Threats: Optimal Network Security Hardening Using Multi-stage Maze Network Game. - Zhang, Hangsheng; Liu, Haitao; Liang, Jie; Li, Ting; Geng, Liru; Liu, Yinlong; Chen, Shujuan (2020)

A Novel Caching Strategy in Social Content-Centric Networking with Mobile Edge Computing. - Zhu, Dali; Liang, Jie; Liu, Haitao; Ping, Heng; Li, Ting; Zhang, Hangsheng; Geng, Liru; Liu, Yinlong (2020)

Privacy-Aware Online Task Offloading for Mobile-Edge Computing. - Li, Ting; Liu, Haitao; Liang, Jie; Zhang, Hangsheng; Geng, Liru; Liu, Yinlong (2020)

A Privacy-Preserving Scheme Based on Fragments Storage and Fragments Recombination in CCN. - Li, Ting; Liang, Jie; Geng, Liru; Liu, Yinlong (2019)

An Efficient Joint Tx-Rx Beam Search Scheme in mmWave Massive MIMO Systems (Invited Paper). - Geng, Liru; Zhang, Tiankui; Zeng, Zhimin; Han, Xiao (2017)