By Dr Wei Ni

Conference Papers

Feng H; Wang R; Liu E; Ni W, 2025, 'Decentralized Federated Learning via Dynamic Topologies and MIMO Over-the-Air Computation', in 2025 IEEE Cic International Conference on Communications in China Shaping the Future of Integrated Connectivity Iccc 2025, http://dx.doi.org/10.1109/ICCC65529.2025.11148660

Li C; Qi X; Wu K; Yuan X; Ni W; Liu RP; Ma H, 2025, 'DPOFEC: A Dynamic UAV-Based Path Planning Optimization Framework with Federated Learning and Edge Computing in Complex Environments', in IEEE International Conference on Control and Automation Icca, pp. 435 - 440, http://dx.doi.org/10.1109/ICCA65672.2025.11129723

Li K; Zheng J; Ni W; Huang H; Liò P; Dressler F; Akan OB, 2025, 'Explainable Graph Attention-Driven Fairness Manipulation for Federated Learning in EdgeIoT', in 2025 IEEE Cic International Conference on Communications in China Shaping the Future of Integrated Connectivity Iccc 2025, http://dx.doi.org/10.1109/ICCC65529.2025.11148705

Xiao B; Zhang J; Ni W; Wang X, 2025, 'Federated Learning With Adjustable Learning Rates for Resource-Constrained Wireless Networks', in 10th International Conference on Computer and Communication Systems Icccs 2025, pp. 649 - 654, http://dx.doi.org/10.1109/ICCCS65393.2025.11069578

Savkin AV; Li S; Verma SC; Ni W, 2025, 'Optimal Privacy-Aware UAV Trajectory Planning', in 2025 33rd Mediterranean Conference on Control and Automation MED 2025, pp. 174 - 178, http://dx.doi.org/10.1109/MED64031.2025.11073467

Li D; Duan L; Zhang W; Wang Y; Li C; Ni W, 2025, 'Privacy-Preserving Authentication Using Blockchain and Implicit Certificates for Internet of Vehicles', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 173 - 182, http://dx.doi.org/10.1109/ICWS67624.2025.00030

Chen X; Ding Y; Ni W; Wang X; Sun Y; Zhang S, 2025, 'Towards Dynamic Energy/Carbon Trading and Resource Allocation for MEC: A Two-Timescale Deep Reinforcement Learning Approach', in 2025 IEEE Cic International Conference on Communications in China Shaping the Future of Integrated Connectivity Iccc 2025, http://dx.doi.org/10.1109/ICCC65529.2025.11148917

Chen X; Zhang Q; Ni W; Pan G; Sun Y; Zhang S, 2025, 'Towards Secure Co-Inference: Leveraging DNN Partitioning and Collaborative Friendly Jamming', in 2025 IEEE Cic International Conference on Communications in China Shaping the Future of Integrated Connectivity Iccc 2025, http://dx.doi.org/10.1109/ICCC65529.2025.11149293

Zhang Y; Ni W; Wang K; He Y; Li C, 2025, 'Truss Decomposition Under Edge Local Differential Privacy', in Proceedings International Conference on Data Engineering, pp. 2670 - 2683, http://dx.doi.org/10.1109/ICDE65448.2025.00201

Li K; Hu S; Wu B; Zou S; Ni W; Dressler F, 2025, 'Undermining Federated Learning Accuracy in EdgeIoT via Variational Graph Auto-Encoders', in 21st International Wireless Communications and Mobile Computing Conference Iwcmc 2025, pp. 716 - 721, http://dx.doi.org/10.1109/IWCMC65282.2025.11059509

Li C; Qi X; Yuan X; Wu K; Zhang Y; Ni W; Liu RP; Sheng QZ, 2025, 'USFCF: Unified State-Space Feedback Control Framework for Robust Privacy-Conscious Federated Learning in Vehicular Service Networks', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 399 - 403, http://dx.doi.org/10.1109/ICWS67624.2025.00056

Zheng J; Li K; Yuan X; Ni W; Tovar E; Crowcroft J, 2024, 'Exploring Visual Explanations for Defending Federated Learning against Poisoning Attacks', in ACM Mobicom 2024 Proceedings of the 30th International Conference on Mobile Computing and Networking, pp. 1596 - 1598, http://dx.doi.org/10.1145/3636534.3697430

Zheng J; Li K; Yuan X; Ni W; Tovar E, 2024, 'Detecting Poisoning Attacks on Federated Learning Using Gradient-Weighted Class Activation Mapping', in Www 2024 Companion Companion Proceedings of the ACM Web Conference, pp. 714 - 717, http://dx.doi.org/10.1145/3589335.3651490

Huang H; Duan L; Li C; Ni W, 2024, 'A Secure and Lightweight Aggregation Method for Blockchain-based Distributed Federated Learning', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 447 - 456, http://dx.doi.org/10.1109/ICWS62655.2024.00066

Yang C; Wang X; Ni W; Jiang Y, 2024, 'Beamforming Design for MIMO DFRC Systems with Transmit Covariance Constraints', in 2024 International Conference on Computing Networking and Communications Icnc 2024, pp. 1032 - 1036, http://dx.doi.org/10.1109/ICNC59896.2024.10556343

He Y; Wang K; Zhang W; Lin X; Ni W; Zhang Y, 2024, 'Butterfly Counting over Bipartite Graphs with Local Differential Privacy', in Proceedings International Conference on Data Engineering, pp. 2351 - 2364, http://dx.doi.org/10.1109/ICDE60146.2024.00186

Ye W; Yang L; Duan L; Li C; Ni W, 2024, 'Detecting Unknown Threats in Smart Contracts With Domain Adaptation', in Proceedings 2024 IEEE International Conference on Software Services Engineering Sse 2024, pp. 104 - 114, http://dx.doi.org/10.1109/SSE62657.2024.00027

Ma B; Zhao Y; Wang X; Jiang Y; Li J; Ni W; Liu RP, 2024, 'Differential Privacy-Based Location Privacy Protection with Hilbert Curve in Vehicular Networks', in Communications in Computer and Information Science, pp. 252 - 268, http://dx.doi.org/10.1007/978-981-97-4522-7_18

Qi L; Wu B; Wang F; Li K; Ni W; Jamalipour A, 2024, 'Differentially Private Energy Sharing Among Smart Grid-Powered Base Stations', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2024-Fall63153.2024.10757557

Kurunathan H; Li K; Ni W; Li N; Tovar E; Guizani M, 2024, 'Exploring LSTM-assisted A2C For Physical Layer Security in Vehicular Cyber-Physical Systems', in 20th International Wireless Communications and Mobile Computing Conference Iwcmc 2024, pp. 1177 - 1182, http://dx.doi.org/10.1109/IWCMC61514.2024.10592471

Deng H; Dang X; Jiang Y; Wang X; Yu G; Ni W; Liu RP, 2024, 'FedNIFW: Non-Interfering Fragmented Watermarking for Federated Deep Neural Network', in Proceedings of the IEEE International Conference on Trust Security and Privacy in Computing and Communications Trustcom, pp. 1719 - 1726, http://dx.doi.org/10.1109/TrustCom63139.2024.00236

You F; Du H; Kang J; Ni W; Niyato D; Jamalipour A, 2024, 'Generative AI-aided Reinforcement Learning for Computation Offloading and Privacy Protection in VR-based Multi-Access Edge Computing', in Proceedings 2024 IEEE Smart World Congress Swc 2024 2024 IEEE Ubiquitous Intelligence and Computing Autonomous and Trusted Computing Digital Twin Metaverse Privacy Computing and Data Security Scalable Computing and Communications, pp. 2209 - 2214, http://dx.doi.org/10.1109/SWC62898.2024.00337

Jin X; Lv T; Ni W, 2024, 'Hybrid Beamforming for ISAC Systems With Reconfigurable Subarray Architecture', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/10.1109/PIMRC59610.2024.10817325

Hu B; Tian H; Ni W; Fan S, 2024, 'Joint User and Target Tracking in Multi-Static Sensing Systems', in International Conference on Communications in China Iccc Workshops 2024, pp. 517 - 522, http://dx.doi.org/10.1109/ICCCWorkshops62562.2024.10693685

Ju B; Yang K; Liu Y; Liu J; Sun P; Ni W; Song L, 2024, 'Open Service for Networking Systems of AI: A Case Study in Adaptation Optimization', in 2024 IEEE 10th World Forum on Internet of Things Wf Iot 2024, http://dx.doi.org/10.1109/WF-IoT62078.2024.10811380

Chen X; Zhou Z; Ni W; Pan G; Wang X; Zhang S; Sun Y, 2024, 'Privacy-Preserving Resource Allocation for Asynchronous Federated Learning', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2024-Spring62846.2024.10683194

Li H; Wang X; Yu G; Ni W; Liu RP; Georgalas N; Reeves A, 2024, 'Smart Contract Vulnerability Detection Based on Generative Adversarial Networks and Graph Matching Networks', in Communications in Computer and Information Science, pp. 269 - 283, http://dx.doi.org/10.1007/978-981-97-4522-7_19

Liu C; Sang Z; Duan L; Ni W; Wang W; Li C, 2024, 'TLSCG: Transfer Learning-Based Efficient Anomalous Smart Contract Generation to Empower Unknown Vulnerability Detection', in Proceedings of the IEEE International Conference on Web Services Icws, pp. 468 - 478, http://dx.doi.org/10.1109/ICWS62655.2024.00068

Zhang Y; Wang K; Zhang W; Ni W; Lin X, 2023, 'Size-bounded Community Search over Large Bipartite Graphs', in Advances in Database Technology Edbt, pp. 320 - 331, http://dx.doi.org/10.48786/edbt.2024.28

Zhang Z; Wang Y; Yu G; Wang X; Zhang M; Ni W; Liu RP, 2023, 'A Community-based Strategy for Blockchain Sharding: Enabling More Budget-friendly Transactions', in Proceedings 2023 IEEE International Conference on Blockchain Blockchain 2023, pp. 370 - 376, http://dx.doi.org/10.1109/Blockchain60715.2023.00063

Li H; Wang X; Yu G; Ni W; Liu RP, 2023, 'A Generative Adversarial Networks-Based Integer Overflow Detection Model for Smart Contracts', in 22nd International Symposium on Communications and Information Technologies Iscit 2023, pp. 31 - 36, http://dx.doi.org/10.1109/ISCIT57293.2023.10376127

Qi L; Chen X; Wu B; Ni W, 2023, 'Energy Control in Smart-Grid Powered Edge Computing Systems with Massive Connectivity', in International Conference on Communication Technology Proceedings ICCT, pp. 1737 - 1741, http://dx.doi.org/10.1109/ICCT59356.2023.10419646

Li K; Yuan X; Zheng J; Ni W; Guizani M, 2023, 'Exploring Adversarial Graph Autoencoders to Manipulate Federated Learning in The Internet of Things', in 2023 International Wireless Communications and Mobile Computing Iwcmc 2023, pp. 898 - 903, http://dx.doi.org/10.1109/IWCMC58020.2023.10183217

Li K; Ni W; Yuan X; Noor A; Jamalipour A, 2023, 'Exploring Graph Neural Networks for Joint Cruise Control and Task Offloading in UAV-enabled Mobile Edge Computing', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2023-Spring57618.2023.10200966

Zheng J; Li K; Mhaisen N; Ni W; Tovar E; Guizani M, 2023, 'Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC55385.2023.10118940

You F; Yuan X; Ni W; Jamalipour A, 2023, 'Learning-Based Privacy-Preserving Computation Offloading in Multi-Access Edge Computing', in Proceedings IEEE Global Communications Conference Globecom, pp. 922 - 927, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437967

Guan Y; Zou S; Li K; Ni W; Wu B, 2023, 'MAPPO-Based Cooperative UAV Trajectory Design with Long-Range Emergency Communications in Disaster Areas', in Proceedings 2023 IEEE 24th International Symposium on A World of Wireless Mobile and Multimedia Networks Wowmom 2023, pp. 376 - 381, http://dx.doi.org/10.1109/WoWMoM57956.2023.00067

Chen X; Zhang X; Ni W; Wang X; Zhang S; Sun Y; Xu S, 2023, 'PV Panel/Battery Sizing and Resource Allocation for Smart-Grid Powered C-RAN', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, pp. 591 - 595, http://dx.doi.org/10.1109/SPAWC53906.2023.10304455

Wang W; Wang W; Wu B; Zou S; Yu H; Ni W; Zhang J, 2023, 'Qmix-Based Cross-Domain Transmission Routing for Time-Sensitive and Deterministic Networks', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, pp. 226 - 230, http://dx.doi.org/10.1109/SPAWC53906.2023.10304504

Cui J; Duan L; Ni W; Li C, 2023, 'Secure Cross-domain Medical Data Sharing based on Distributed Cloud and Blockchain Services', in Proceedings 2023 IEEE International Conference on Web Services Icws 2023, pp. 698 - 700, http://dx.doi.org/10.1109/ICWS60048.2023.00089

Chen X; Chen S; Ni W; Wang X; Zhang S; Sun Y; Xu S, 2023, 'Two-Scale Stochastic Optimization of Mobile Edge Computing Systems Powered by Smart Grid', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, pp. 601 - 605, http://dx.doi.org/10.1109/SPAWC53906.2023.10304449

Ma B; Lin X; Wang X; Liu B; He Y; Ni W; Liu RP, 2022, 'New Cloaking Region Obfuscation for Road Network-Indistinguishability and Location Privacy', in ACM International Conference Proceeding Series, pp. 160 - 170, http://dx.doi.org/10.1145/3545948.3545982

Eskandari M; Huang H; Savkin AV; Ni W, 2022, 'Autonomous Guidance of an Aerial Drone for Maintaining an Effective Wireless Communication Link with a Moving Node Using an Intelligent Reflecting Surface', in 2022 14th International Conference on Computer and Automation Engineering Iccae 2022, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 195 - 199, presented at 2022 14th International Conference on Computer and Automation Engineering (ICCAE), ELECTR NETWORK, 25 March 2022 - 27 March 2022, http://dx.doi.org/10.1109/ICCAE55086.2022.9762421

Li X; Cui Q; Xue Q; Ni W; Guo J; Tao X, 2022, 'A New Batch Access Scheme with Global QoS Optimization for Satellite-Terrestrial Networks', in Proceedings IEEE Global Communications Conference Globecom, pp. 3929 - 3934, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10001188

Liu Y; Liu J; Ni W; Song L, 2022, 'Abnormal Event Detection with Self-guiding Multi-instance Ranking Framework', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892231

Xiao D; Ni W; Zhang JA; Liu R; Chen S; Qu Y, 2022, 'AI-Enabled Automated and Closed-Loop Optimization Algorithms for Delay-Aware Network', in IEEE Wireless Communications and Networking Conference Wcnc, pp. 806 - 811, http://dx.doi.org/10.1109/WCNC51071.2022.9771970

Li K; Ni W; Wei B; Guizani M, 2022, 'An Experimental Study of Two-way Ranging Optimization in UWB-based Simultaneous Localization and Wall-Mapping Systems', in 2022 International Wireless Communications and Mobile Computing Iwcmc 2022, pp. 871 - 876, http://dx.doi.org/10.1109/IWCMC55113.2022.9825332

Liu J; Liu Y; Wei D; Ni W; Zeng X; Song L, 2022, 'Attention-Based Auto-Encoder Framework for Abnormal Driving Detection', in Proceedings IEEE International Symposium on Circuits and Systems, pp. 3150 - 3154, http://dx.doi.org/10.1109/ISCAS48785.2022.9937548

Li K; Ni W; Kurunathan H; Dressler F, 2022, 'Data-driven Deep Reinforcement Learning for Online Flight Resource Allocation in UAV-aided Wireless Powered Sensor Networks', in IEEE International Conference on Communications, pp. 1 - 6, http://dx.doi.org/10.1109/ICC45855.2022.9838967

Lu L; Xiao J; Ni W; Du H; Zhang D, 2022, 'Deep-Reinforcement-Learning-based User-Preference-Aware Rate Adaptation for Video Streaming', in Proceedings 2022 IEEE 23rd International Symposium on A World of Wireless Mobile and Multimedia Networks Wowmom 2022, pp. 416 - 424, http://dx.doi.org/10.1109/WoWMoM54355.2022.00061

Back to profile page