Xi Lin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 34

Top Topics

Reinforcement Learning

Mutual Information Maximization

Differential Privacy

Distribution Network

Top Venues

IEEE Internet Things J.

IEEE Trans. Mob. Comput.

Publications

Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception. AAAI (2024)
Siyuan Li, Xi Lin, Hansong Xu, Kun Hua, Xiaomin Jin, Gaolei Li, Jianhua Li
Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks. INFOCOM (Workshops) (2024)
Yuxin Qi, Xi Lin, Ziyao Liu, Gaolei Li, Jingyu Wang, Jianhua Li
LinkGuard: Link Locally Privacy-Preserving Graph Neural Networks with Integrated Denoising and Private Learning. WWW (Companion Volume) (2024)
Kangkang Sun, Hansong Xu, Kun Hua, Xi Lin, Gaolei Li, Tigang Jiang, Jianhua Li
Joint Top-K Sparsification and Shuffle Model for Communication-Privacy-Accuracy Tradeoffs in Federated-Learning-Based IoV. IEEE Internet Things J. 11 (11) (2024)
Heyi Zhang, Jun Wu, Xi Lin, Ali Kashif Bashir, Yasser D. Al-Otaibi
Integrating Blockchain and Deep Learning Into Extremely Resource-Constrained IoT: An Energy-Saving Zero-Knowledge PoL Approach. IEEE Internet Things J. 11 (3) (2024)
Zifan Zhang, Minghong Fang, Mingzhe Chen, Gaolei Li, Xi Lin, Yuchen Liu
Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks. CoRR (2024)
Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception. CoRR (2024)
Siyuan Li, Xi Lin, Yaju Liu, Gaolei Li, Jianhua Li
OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization. CoRR (2024)
Siyuan Li, Xi Lin, Hansong Xu, Kun Hua, Xiaomin Jin, Gaolei Li, Jianhua Li
Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks. CoRR (2024)
Hanqing Fu, Gaolei Li, Jun Wu, Jianhua Li, Xi Lin, Kai Zhou, Yuchen Liu
Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices. CoRR (2024)
Yuxin Qi, Xi Lin, Jun Wu, Yunyun Han
Game-Aided Blockchain Twin for Incentive and Relay-Free Model Sharing in Heterogeneous Chain-Driven Swarm Learning. IEEE Syst. J. 17 (4) (2023)
Xi Lin, Jun Wu, Jianhua Li, Wu Yang, Mohsen Guizani
Stochastic Digital-Twin Service Demand With Edge Response: An Incentive-Based Congestion Control Approach. IEEE Trans. Mob. Comput. 22 (4) (2023)
Yihang Tao, Jun Wu, Xi Lin, Shahid Mumtaz, Soumaya Cherkaoui
Digital Twin and DRL-Driven Semantic Dissemination for 6G Autonomous Driving Service. GLOBECOM (2023)
Qiaolun Zhang, Omran Ayoub, Jun Wu, Xi Lin, Massimo Tornatore
IC-QKD: An Information-Centric Quantum Key Distribution Network. IEEE Commun. Mag. 61 (12) (2023)
Yihang Tao, Jun Wu, Xi Lin, Wu Yang
DRL-Driven Digital Twin Function Virtualization for Adaptive Service Response in 6G Networks. IEEE Netw. Lett. 5 (2) (2023)
Xi Lin, Jun Wu, Jianhua Li, Chao Sang, Shiyan Hu, M. Jamal Deen
Heterogeneous Differential-Private Federated Learning: Trading Privacy for Utility Truthfully. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Kangkang Sun, Xiaojin Zhang, Xi Lin, Gaolei Li, Jing Wang, Jianhua Li
Toward the Tradeoffs Between Privacy, Fairness and Utility in Federated Learning. EISA (2023)
Jinke Cheng, Gaolei Li, Xi Lin, Hao Peng, Jianhua Li
Content Style-triggered Backdoor Attack in Non-IID Federated Learning via Generative AI. ISPA/BDCloud/SocialCom/SustainCom (2023)
Jing Wang, Xi Lin, Yulei Wu, Jun Wu
Blockchain-Enabled Lightweight Fine-Grained Searchable Knowledge Sharing for Intelligent IoT. IEEE Internet Things J. 10 (24) (2023)
Xi Lin, Jun Wu, Jianhua Li, Xi Zheng, Gaolei Li
Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning. IEEE Trans. Mob. Comput. 22 (1) (2023)
Yingrui Tong, Jun Feng, Gaolei Li, Xi Lin, Chengcheng Zhao, Xiaoyu Yi, Jianhua Li
SemSBA: Semantic-perturbed Stealthy Backdoor Attack on Federated Semi-supervised Learning. ICPADS (2023)
Siyuan Li, Xi Lin, Jun Wu, Wei Zhang, Jianhua Li
Digital Twin and Artificial Intelligence-Empowered Panoramic Video Streaming: Reducing Transmission Latency in the Extended Reality-Assisted Vehicular Metaverse. IEEE Veh. Technol. Mag. 18 (4) (2023)
Ya Zhang, Xi Lin, Jun Wu, Bei Pei, Yunyun Han
Blockchain-Assisted UAV Data Free-Boundary Spatial Querying and Authenticated Sharing. CSCWD (2023)
Yi Zhou, Jun Wu, Xi Lin, Ali Kashif Bashir, Yasser D. Al-Otaibi, Hansong Xu
Secure Digital Twin Migration in Edge-Based Autonomous Driving System. IEEE Consumer Electron. Mag. 12 (6) (2023)
Siyuan Li, Xi Lin, Gaolei Li, Lixing Chen, Siyi Liao, Jing Wang, Jianhua Li
DPG-DT: Differentially Private Generative Digital Twin for Imbalanced Learning in Industrial IoT. MSN (2023)
Yilei Xue, Xi Lin, Jun Wu, Jianhua Li
Wireless Coded Distributed Learning with Gaussian-based Local Differential Privacy. ISIT (2023)
Kangkang Sun, Xiaojin Zhang, Xi Lin, Gaolei Li, Jing Wang, Jianhua Li
Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning. CoRR (2023)
Yuxin Qi, Jun Wu, Ali Kashif Bashir, Xi Lin, Wu Yang, Mohammad Dahman Alshehri
Privacy-Preserving Cross-Area Traffic Forecasting in ITS: A Transferable Spatial-Temporal Graph Neural Network Approach. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Xi Lin, Jun Wu, Ali Kashif Bashir, Wu Yang, Aman Singh, Ahmad Ali AlZubi
FairHealth: Long-Term Proportional Fairness-Driven 5G Edge Healthcare in Internet of Medical Things. IEEE Trans. Ind. Informatics 18 (12) (2022)
Yang Wang, Xi Lin, Jun Wu, Ali Kashif Bashir, Wu Yang, Jianhua Li, Muhammad Imran
Contrastive GNN-based Traffic Anomaly Analysis Against Imbalanced Dataset in IoT-based ITS. GLOBECOM (2022)
Siyuan Li, Xi Lin, Jun Wu, Ali Kashif Bashir, Raheel Nawaz
When digital twin meets deep reinforcement learning in multi-UAV path planning. DroneCom@MobiCom (2022)
Xi Lin, Jun Wu, Ali Kashif Bashir, Jianhua Li, Wu Yang, Md. Jalil Piran
Blockchain-Based Incentive Energy-Knowledge Trading in IoT: Joint Power Transfer and AI Design. IEEE Internet Things J. 9 (16) (2022)
Qiaolun Zhang, Omran Ayoub, Alberto Gatto, Jun Wu, Xi Lin, Francesco Musumeci, Giacomo Verticale, Massimo Tornatore
Joint Routing, Channel, and Key-Rate Assignment for Resource-Efficient QKD Networking. GLOBECOM (2022)
Ke Zhou, Xi Lin, Jun Wu, Ali Kashif Bashir, Jianhua Li, Muhammad Imran
Metric Learning-based Few-Shot Malicious Node Detection for IoT Backhaul/Fronthaul Networks. GLOBECOM (2022)