Publications

S/NTitle of Publication
1Feng, C., Zhao, Z., Wang, Y., Quek, T. Q., & Peng, M. (2021). On the Design of Federated Learning in the Mobile Edge Computing Systems. IEEE Transactions on Communications.
2Yang, P., Xi, X., Guo, K., Quek, T. Q., Chen, J., & Cao, X. (2021). Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing. IEEE Journal on Selected Areas in Communications.
3Li, L., Siew, M., Chen, Z., & Quek, T. Q. (2021). Optimal Pricing for Job Offloading in the MEC System with Two Priority Classes. IEEE Transactions on Vehicular Technology.
4Liu, A., Yang, R., Quek, T. Q., & Zhao, M. J. (2021). Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling. IEEE Transactions on Signal Processing69, 3000-3015.
5Fu, Y., Salaün, L., Yang, X., Wen, W., & Quek, T. Q. (2021). Caching Efficiency Maximization for Device-to-Device Communication Networks: A Recommend to Cache Approach. IEEE Transactions on Wireless Communications.
6Fu, Y., Yang, Z., Quek, T. Q., & Yang, H. H. (2021). Towards Cost Minimization for Wireless Caching Networks With Recommendation and Uncharted Users’ Feature Information. IEEE Transactions on Wireless Communications.
7Zhao, M., Yu, J., Li, W., Liu, D., Yao, S., Feng, Wei., She, C., & Quek, T. Q. (2021). Energy-Aware Task Offloading and Resource Allocation for Time-Sensitive Services in Mobile Edge Computing Systems. IEEE Transactions on Vehicular Technology.
8Wang, Y., Feng, W., Wang, J., & Quek, T. Q. (2021). Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective. IEEE Journal on Selected Areas in Communications.
9Han, Y., Jin, S., Li, X., Wen, C. -K., & Quek, T. Q. (2021). Multi-Domain Channel Extrapolation for FDD Massive MIMO Systems. IEEE Transactions on Communications.
10He, D., Wang, Z., Quek, T. Q., Chen, S., & Hanzo, L. (2021). Deep Learning-Assisted TeraHertz QPSK Detection Relying on Single-Bit Quantization. IEEE Transactions on Communications.
11Song, M., Shan, H., Yang, H. H., & Quek, T. Q. (2022). Joint Optimization of Fractional Frequency Reuse and Cell Clustering for Dynamic TDD Small Cell Networks. IEEE Transactions on Wireless Communications.
12Chen, Z., Liu, S., Jia, Y., Wang, M., & Quek, T. Q. (2022). A Novel Hybrid Duplex Scheme for Relay Channel: Joint Optimization of Full-Duplex Duty Cycle and Source Power Allocation. IEEE Transactions on Communications70(4), 2435-2450.
13Chu, Y., Feng, D., Liu, Z., Zhao, Z., Wang, Z., Xia, X. G., & Quek, T. Q. (2021). Hybrid-Learning-Based Operational Visual Quality Inspection for Edge-Computing-Enabled IoT System. IEEE Internet of Things Journal9(7), 4958-4972.
14Fu, Y., Zhang, Y., Zhu, Q., Chen, M., & Quek, T. Q. (2022). Joint Content Caching, Recommendation, and Transmission Optimization for Next Generation Multiple Access Networks. IEEE Journal on Selected Areas in Communications40(5), 1600-1614.
15Sun, C., Cai, K., Song, G., Quek, T. Q., & Fei, Z. (2022). Belief Propagation based Joint Detection and Decoding for Resistive Random Access Memories. IEEE Transactions on Communications70(4), 2227-2239.
16Sun, X., Zhao, F., Yang, H. H., Zhan, W., Wang, X., & Quek, T. Q. (2021). Optimizing age of information in random-access poisson networks. IEEE Internet of Things Journal9(9), 6816-6829.
17Yang, H. H., Arafa, A., Quek, T. Q., & Poor, H. V. (2021). Spatiotemporal Analysis for Age of Information in Random Access Networks Under Last-Come First-Serve With Replacement Protocol. IEEE Transactions on Wireless Communications21(4), 2813-2829.
18Yang, H. H., Chen, Z., Quek, T. Q., & Poor, H. V. (2021). Revisiting analog over-the-air machine learning: The blessing and curse of interference. IEEE Journal of Selected Topics in Signal Processing16(3), 406-419.
19Zhang, X., Chen, Y., Sun, X., Zhu, G., Quek, T. Q., & Zhong, Z. (2021). Uplink-Downlink Duality of Multi-Cell Non-Orthogonal Multiple Access Systems. IEEE Transactions on Wireless Communications.
20Zhang, Y., He, Y., Wang, X., Sun, H., & Quek, T. Q. (2022). Modeling and Performance Analysis of Statistical Priority-based Multiple Access: A Stochastic Geometry Approach. IEEE Internet of Things Journal.
21Fu, Y., Yu, Q., Wong, A. K., Shi, Z., Wang, H., & Quek, T. Q. (2021). Exploiting coding and recommendation to improve cache efficiency of reliability-aware wireless edge caching networks. IEEE Transactions on Wireless Communications20(11), 7243-7256.
22Guo, K., Chen, Z., Yang, H. H., & Quek, T. Q. (2021). Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks. IEEE Journal of Selected Topics in Signal Processing16(1), 26-40.
23Han, Y., Jin, S., Wen, C. K., & Quek, T. Q. (2022). Localization and Channel Reconstruction for Extra Large RIS-Assisted Massive MIMO Systems. IEEE Journal of Selected Topics in Signal Processing.
24Jang, H. S., Lee, H., Quek, T. Q., & Shin, H. (2021). Deep learning-based cellular random access framework. IEEE Transactions on Wireless Communications20(11), 7503-7518.
25Lee, H., Lee, S. H., & Quek, T. Q. (2022). MOSAIC: Multi-objective Optimization Strategy for AI-aided Internet-of-Things Communications. IEEE Internet of Things Journal.
26Lee, H., Lee, S. H., & Quek, T. Q. (2021). Learning Autonomy in Management of Wireless Random Networks. IEEE Transactions on Wireless Communications20(12), 8039-8053.
27Li, C., She, C., Yang, N., & Quek, T. Q. (2021). Secure transmission rate of short packets with queueing delay requirement. IEEE Transactions on Wireless Communications21(1), 203-218.
28Song, Z., Sun, H., Yang, H. H., Wang, X., Zhang, Y., & Quek, T. Q. (2021). Reputation-based Federated Learning for Secure Wireless Networks. IEEE Internet of Things Journal9(2), 1212-1226.
29Wang, X., Fang, M., Xu, C., Yang, H. H., Sun, X., Chen, X., & Quek, T. Q. (2021). When to Preprocess? Keeping Information Fresh for Computing-Enable Internet of Things. IEEE Internet of Things Journal9(6), 4303-4317.
30Wen, W., Chen, Z., Yang, H. H., Xia, W., & Quek, T. Q. (2022). Joint scheduling and resource allocation for hierarchical federated edge learning. IEEE Transactions on Wireless Communications.
31Wu, Y. C., Lin, C., & Quek, T. Q. (2021). A Robust Distributed Hierarchical Online Learning Approach for Dynamic MEC Networks. IEEE Journal on Selected Areas in Communications40(2), 641-656.
32Wu, W., Liu, R., Yang, Q., & Quek, T. Q. (2022). Learning-Based Robust Resource allocation for D2D Underlaying Cellular Network. IEEE Transactions on Wireless Communications.
33Wu, Y., Song, Y., Wang, T., Qian, L., & Quek, T. Q. (2022). Non-Orthogonal Multiple Access Assisted Federated Learning via Wireless Power Transfer: A Cost-Efficient Approach. IEEE Transactions on Communications70(4), 2853-2869.
34Xu, C., Xie, Y., Wang, X., Yang, H. H., Niyato, D., & Quek, T. Q. (2021). Optimal status update for caching enabled IoT networks: A dueling deep R-Network approach. IEEE Transactions on Wireless Communications20(12), 8438-8454.
35Yang, P., Guo, K., Xi, X., Quek, T. Q., Cao, X., & Liu, C. (2021). Fresh, fair and energy-efficient content provision in a private and cache-enabled UAV network. IEEE Journal of Selected Topics in Signal Processing16(1), 97-112.
36Zhao, Z., Feng, C., Hong, W., Jiang, J., Jia, C., Quek, T. Q., & Peng, M. (2021). Federated learning with non-iid data in wireless networks. IEEE Transactions on Wireless Communications21(3), 1927-1942.
37Zhang, J., Xu, X., Han, S., Zhang, K., Zhang, P., & Quek, T. Q. (2022). Intelligent Ultra-Reliable and Low Latency Communications: Flexibility and Adaptation. IEEE Internet of Things Journal.
38Yang, H., Lam, K. Y., Xiao, L., Xiong, Z., Hu, H., Niyato, D., & Vincent Poor, H. (2022). Lead federated neuromorphic learning for wireless edge artificial intelligence. Nature communications13(1), 1-12.
39Kang, J., Li, X., Nie, J., Liu, Y., Xu, M., Xiong, Z., … & Yan, Q. (2022). Communication-Efficient and Cross-chain Empowered Federated Learning for Artificial Intelligence of Things. IEEE Transactions on Network Science and Engineering.
40Jiang, W., Li, F., Mei, L., Liu, R., & Wang, S. (2022, September). VisBLE: Vision-Enhanced BLE Device Tracking. In 2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON) (pp. 217-225). IEEE.
41Li, H., Liu, R., Wang, S., Jiang, W., & Lu, C. X. (2022, September). Pedestrian Liveness Detection Based on mmWave Radar and Camera Fusion. In 2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON) (pp. 262-270). IEEE.
42Chen, Q., Meng, W., Quek, T. Q., & Chen, S. (2022). Multi-Tier Hybrid Offloading for Computation-Aware IoT Applications in Civil Aircraft-Augmented SAGIN. IEEE Journal on Selected Areas in Communications
43Wang, C., Chen, X., An, J., Xiong, Z., Xing, C., Zhao, N., & Niyato, D. (2022). Covert Communication Assisted by UAV-IRS. IEEE Transactions on Communications71(1), 357-369. 
44Feng, C., Yang, H. H., Hu, D., Zhao, Z., Quek, T. Q., & Min, G. (2022). Mobility-aware cluster federated learning in hierarchical wireless networks. IEEE Transactions on Wireless Communications21(10), 8441-8458.
45Kang, J., Du, H., Li, Z., Xiong, Z., Ma, S., Niyato, D., & Li, Y. (2022). Personalized saliency in task-oriented semantic communications: Image transmission and performance analysis. IEEE Journal on Selected Areas in Communications41(1), 186-201. 
46Jiang, Y., Kang, J., Niyato, D., Ge, X., Xiong, Z., Miao, C., & Shen, X. (2022). Reliable distributed computing for metaverse: A hierarchical game-theoretic approach. IEEE Transactions on Vehicular Technology
47Yang, W., Liew, Z. Q., Lim, W. Y. B., Xiong, Z., Niyato, D., Chi, X., … & Letaief, K. B. (2022). Semantic communication meets edge intelligence. IEEE Wireless Communications29(5), 28-35. 
48Wang, Z., Zhang, Z., Tian, Y., Yang, Q., Shan, H., Wang, W., & Quek, T. Q. (2022). Asynchronous federated learning over wireless communication networks. IEEE Transactions on Wireless Communications21(9), 6961-6978. 
49Yang, P., Quek, T. Q., Chen, J., You, C., & Cao, X. (2022). Feeling of presence maximization: mmWave-enabled virtual reality meets deep reinforcement learning. IEEE Transactions on Wireless Communications21(11), 10005-10019. 
50Cheh, C., Tay, N., & Chen, B. (2022, December). From hindsight to foresight: Enhancing design artifacts for business logic flaw discovery. In Proceedings of the 38th Annual Computer Security Applications Conference (pp. 400-411).
51Wang, M., Wei, S., Zhou, Z., Shi, J., Zhang, X., & Guo, Y. (2022). CTV-Net: Complex-Valued TV-Driven Network with Nested Topology for 3-D SAR Imaging. IEEE Transactions on Neural Networks and Learning Systems.
52Wang, F., Jiang, D., Wang, Z., Chen, J., & Quek, T. Q. (2022). Seamless Handover in LEO Based Non-Terrestrial Networks: Service Continuity and Optimization. IEEE Transactions on Communications.
53Han, Y., Niyato, D., Leung, C., Kim, D. I., Zhu, K., Feng, S., … & Miao, C. (2022). A dynamic hierarchical framework for iot-assisted digital twin synchronization in the metaverse. IEEE Internet of Things Journal10(1), 268-284.
54Xu, M., Ng, W. C., Lim, W. Y. B., Kang, J., Xiong, Z., Niyato, D., … & Miao, C. (2022). A full dive into realizing the edge-enabled metaverse: Visions, enabling technologies, and challenges. IEEE Communications Surveys & Tutorials.
55Wang, J., Du, H., Tian, Z., Niyato, D., Kang, J., & Shen, X. (2023). Semantic-aware sensing information transmission for metaverse: A contest theoretic approach. IEEE Transactions on Wireless Communications.
56Fan, B., Su, Z., Chen, Y., Wu, Y., Xu, C., & Quek, T. Q. (2022). Ubiquitous control over heterogeneous vehicles: A digital twin empowered edge ai approach. IEEE Wireless Communications.
57Huang, N., Dai, M., Wu, Y., Quek, T. Q., & Shen, X. (2022). Wireless Federated Learning with Hybrid Local and Centralized Training: A Latency Minimization Design. IEEE Journal of Selected Topics in Signal Processing.
58Wang, X., Ren, X., Qiu, C., Xiong, Z., Yao, H., & Leung, V. C. (2022). Integrating edge intelligence and blockchain: What, why, and how. IEEE Communications Surveys & Tutorials.
59Chen, Z., Zheng, T., Hu, C., Cao, H., Yang, Y., Jiang, H., & Luo, J. (2022). ISACoT: Integrating Sensing with Data Traffic for Ubiquitous IoT Devices. IEEE Communications Magazine.
60Li, Y., Wang, S., Chi, C. Y., & Quek, T. Q. (2022). Differentially Private Federated Learning in Edge Networks: The Perspective of Noise Reduction. IEEE Network36(5), 167-172.
61Zhao, Y., Wang, Z., Lu, Y., & Guan, Y. L. (2023). Multi-mode OAM Convergent Transmission with Co-divergent Angle Tailored by Airy Wavefront. IEEE Transactions on Antennas and Propagation.
62Tong, Y., Li, D., Yang, Z., Xiong, Z., Zhao, N., & Li, Y. (2022). Outage analysis of rate splitting networks with an untrusted user. IEEE Transactions on Vehicular Technology.
63Lim, W. Y. B., Xiong, Z., Niyato, D., Cao, X., Miao, C., Sun, S., & Yang, Q. (2022). Realizing the metaverse with edge intelligence: A match made in heaven. IEEE Wireless Communications.