By Dr Wei Ni

Conference Papers

Zheng J; Li K; Yuan X; Ni W; Tovar E; Crowcroft J, 2024, 'Exploring Visual Explanations for Defending Federated Learning against Poisoning Attacks', in Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, ACM, pp. 1596 - 1598, presented at ACM MobiCom '24: 30th Annual International Conference on Mobile Computing and Networking, 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

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

Pu L; Cui Q; Li X; Zhao B; Ni W; Ai M; Tao X, 2022, 'Federated Learning-based Heterogeneous Load Prediction and Slicing for 5G Systems and beyond', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 166 - 172, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10000870

Liang L; Lin X; Ma B; Wang X; He Y; Liu RP; Ni W, 2022, 'Leveraging Byte-Level Features for LSTM-based Anomaly Detection in Controller Area Networks', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 4903 - 4908, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10000642

Li K; Cui Q; Zhu Z; Ni W; Tao X, 2022, 'Lightweight, Privacy-Preserving Handover Authentication for Integrated Terrestrial-Satellite Networks', in IEEE International Conference on Communications, pp. 25 - 31, http://dx.doi.org/10.1109/ICC45855.2022.9838599

Sun C; Xiong X; Ni W; Ohtsuki T; Wang X, 2022, 'Max-Min Fair 3D Trajectory Planning for Solar-Powered UAV-Assisted Data Collection', in 2022 IEEE/CIC International Conference on Communications in China, ICCC 2022, pp. 610 - 615, http://dx.doi.org/10.1109/ICCC55456.2022.9880619

Lin X; Ma B; Wang X; He Y; Liu RP; Ni W, 2022, 'Multi-layer Reverse Engineering System for Vehicular Controller Area Network Messages', in 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2022, pp. 1185 - 1190, http://dx.doi.org/10.1109/CSCWD54268.2022.9776214

Chen X; Dai W; Ni W; Wang X; Zhang S; Xu S; Sun Y, 2022, 'New Two-Stage Deep Reinforcement Learning for Task Admission and Channel Allocation of Wireless-Powered Mobile Edge Computing', in IEEE International Conference on Communications, pp. 1208 - 1213, http://dx.doi.org/10.1109/ICC45855.2022.9839061

Yu X; Xiao B; Ni W; Wang X, 2022, 'Optimal Power Control for Over-The-Air Federated Edge Learning Using Statistical Channel Knowledge', in 2022 IEEE 14th International Conference on Wireless Communications and Signal Processing, WCSP 2022, pp. 232 - 237, http://dx.doi.org/10.1109/WCSP55476.2022.10039388

Li K; Ni W; Zhang P, 2022, 'Poster: An Experimental Localization Testbed based on UWB Channel Impulse Response Measurements', in Proceedings - 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2022, pp. 515 - 516, http://dx.doi.org/10.1109/IPSN54338.2022.00058

Saleem R; Ni W; Ikram M, 2022, 'Reinforcement Learning-based Unlicensed Spectrum Sharing for IoT Devices of 5G New Radio', in 2022 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2022, pp. 191 - 196, http://dx.doi.org/10.1109/MeditCom55741.2022.9928691

Sun C; Xiong X; Ni W; Wang X, 2022, 'Three-Dimensional Trajectory Design for Energy-Efficient UAV-Assisted Data Collection', in IEEE International Conference on Communications, pp. 3580 - 3585, http://dx.doi.org/10.1109/ICC45855.2022.9838327

Chen X; Li Z; Ni W; Wang X; Zhang S; Xu S; Pei Q, 2022, 'Two-Phase Deep Reinforcement Learning of Dynamic Resource Allocation and Client Selection for Hierarchical Federated Learning', in 2022 IEEE/CIC International Conference on Communications in China, ICCC 2022, pp. 518 - 523, http://dx.doi.org/10.1109/ICCC55456.2022.9880724

Kurunathan H; Li K; Ni W; Tovar E; Dressler F, 2021, 'Deep reinforcement learning for persistent cruise control in UAV-aided data collection', in Proceedings - Conference on Local Computer Networks, LCN, pp. 347 - 350, http://dx.doi.org/10.1109/LCN52139.2021.9525022

Chen X; Wen H; Ni W; Zhang S; Wang X; Xu S, 2021, 'Distributed resource allocation and load management for smart grid-powered edge computing systems', in 2021 IEEE/CIC International Conference on Communications in China, ICCC 2021, pp. 266 - 271, http://dx.doi.org/10.1109/ICCC52777.2021.9580406

Back to profile page