Publications

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Full publications list: tony_publications.pdf
Full publications: See ResearchGate

Books:
  1. T. Q. S. Quek, G. de la Roche, I. Guvenc, and M. Kountouris, “Small Cell Networks: Deployment, PHY Techniques, and Resource Allocation,” Cambridge University Press, 2013.
  2. T. Q. S. Quek, M. Peng, O. Simeone, and W. Yu, “Cloud Radio Access Networks: Principles, Technologies, and Applications,” Cambridge University Press, 2017.
  3. H. Yang and T. Q. S. Quek, “Massive MIMO meets Small Cell – Backhaul and Cooperation,” in SpringerBriefs in Computer Science, Springer, 2016.
  4. T. X. Vu, S. Chatzinotas, E. Bastug, and T. Q. S. Quek, “Wireless Edge Caching: Modeling, Analysis, and Optimization,” Cambridge University Press, 2019.
  5. H. Zhang, J. Lee, T. Q. S. Quek, and C.-L. I, “Ultra Dense Networks: Principles and Technologies,” Cambridge University Press, 2019.
Recent Journals (Submitted/Published):
  1. H. S. Jang, H. Lee, T. Q. S. Quek, and H. Shin, “Deep Learning Based Random Access Framework,” IEEE Trans. Wireless Commun., submitted.
  2. H. H. Yang, A. Arafa, T. Q. S. Quek, and H. V. Poor, “Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach,” IEEE Trans. Mobile Computing, revised.
  3. H. H. Yang, T. Q. S. Quek, and H. V. Poor, “A Unified Framework for SINR Analysis in Poisson Networks with Traffic Dynamics,” IEEE Trans. Wireless Commun., submitted.
  4. M. Siew, D. Cai, L. Li, and T. Q. S. Quek, “Dynamic Pricing for Resource Quota Sharing in Mobile Edge Computing,” IEEE J. Select. Areas Commun., submitted.
  5. M. Li, C. Courcoubetis, and T. Q. S. Quek, “Uniform Pricing in Mobile Data Offloading with Incomplete Information,” IEEE J. Select. Areas Commun., submitted.
  6. T. Q. Dinh, B. Liang, T. Q. S. Quek, and H. Shin, “Online Resource Procurement and Allocation in a Hybrid Edge-Cloud Computing System,” IEEE Trans. Wireless Commun., revised.
  7. R. Hu, H. Shan, C. Wang, T. Sun, X. Zhen, L. Yu, Z. Zhang, and T. Q. S. Quek, “Video Surveillance on Mobile Edge Networks – A Reinforcement Learning Based Approach,” IEEE Internet of Things Journal, revised.
  8. H. Yang, Z. Liu, T. Q. S. Quek, and H. V. Poor, “Scheduling Policies for Federated Learning in Wireless Networks,” IEEE Trans. Commun., 2020.
  9. C. Xu, H. Yang, X. Wang, and. T. Q. S. Quek, “Optmizing Information Freshness in Computing enabled IoT Networks,” IEEE Internet of Things Journal, 2020.
  10. K. N Doan, M. Vaezi, W. Shin, H. V. Poor, H. Shin, and T. Q. S. Quek, “Power Allocation in Cache- Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches,” IEEE Trans. Commun., 2019.
  11. D. Kim, J. Lee, and T. Q. S. Quek, “Multi-layer Unmanned Aerial Vehicle Networks: Modeling and Performance Analysis,” IEEE Trans. Wireless Commun., 2019.
  12. L. Li, T. Q. S. Quek, J. Ren, H. Y. Yang, Z. Chen, and Y. Zhang, “An Incentive-Aware Job Offloading Control Framework for Mobile Edge Computing,” IEEE Trans. Mobile Computing, 2019.
  13. Y. Yuan, D. W. Soh, T. Q. S. Quek, and H. Yang, “Learning Overlapping Community-based Networks,” IEEE Signal and Information Processing over Networks, 2019.
  14. J. Tang, T. Q. S. Quek, T.-H. Chang, and B. Shim, “Systematic Resource Allocation in Cloud RAN with Caching as a Service under Two Timescales,” IEEE Trans. Commun., 2019.
  15. C. She, Y. Duan, G. Zhao, T. Q. S. Quek, Y. Li, and B. Vucetic, “Cross-Layer Design for Mission Critical IoT in Mobile Edge Computing Systems,” IEEE Internet of Things Journal, 2019.
  16. C. Liu, H. S. Jang, H. Jin, B. C. Jung, and Tony Q. S. Quek, “Versatile Access Control for Massive IoT: Throughput, Latency, and Energy Efficiency,” IEEE Trans. Mobile Computing, 2019.
  17. H. Lee, S. H. Lee, and T. Q. S. Quek, “Deep Learning for Distributed Optimization: Applications to Wireless Resource Management,” IEEE J. Select. Areas Commun., vol. 37, no. 10, pp. 2251-2266, Oct. 2019. 
  18. M. Ngo, Q. D. La, T. Q. S. Quek, and H. Shin, “User Behavior Driven MAC Scheduling for Body Sensor Networks: A Cross-layer Approach,” IEEE Sensors Journal, vol. 19, no. 17, pp. 7755-7765, Sep. 2019.
  19. H. Yang and T. Q. S. Quek, “Spatiotemporal Analysis for SINR Coverage in Small Cell Networks,” IEEE Trans. Commun., vol. 67, no. 8, pp. 5520-5531, Aug. 2019.
  20. C. Liu, J. Lee, and T. Q. S. Quek, “Safeguarding UAV Communications against Full-duplex Active Eavesdropper,” IEEE Trans. Wireless Commun., vol. 18, no. 6, pp. 2919-2931, Jun. 2019.
  21. G. Wang, G. Feng, T. Q. S. Quek, S. Qin, R. Wen, and W. Tan, “Reconfiguration in Network Slicing: Optimizing Profit and Performance,” IEEE Trans. Network and Service Management, vol. 16, no. 2, pp. 591-605, Jun. 2019.
  22. D. Feng, C. She, K. Ying, L. Lai, Z. Hou, T. Q. S. Quek, Y. Li, and B. Vucetic, “Toward Ultra-reliable Low-Latency Communications: Typical Scenarios, Possible Solutions, and Open Issues,” IEEE Vehicular Techno. Mag., vol. 14, no. 2, pp. 94-102, Jun. 2019.
  23. C. She, C. Liu, T. Q. S. Quek, C. Yang, and Y. Li, “Ultra-reliable and Low-latency Communications in Unmanned Aerial Vehicle Communication Systems,” IEEE Trans. Commun., vol. 67, no. 5, pp. 3768-3781, May 2019.
  24. J. Tang, B. Shim, and T. Q. S. Quek, “Service Multiplexing and Revenue Maximization in Sliced C-RAN Incorporated with URLLC and Multicast eMBB,” IEEE J. Select. Areas Commun., vol. 37, no. 4, pp. 881-895, Apr. 2019.
  25. W. Xia, T. Q. S. Quek, J. Zhang, S. Jin, and H. Zhu, “Programmable Hierarchical C-RAN: From Task Scheduling to Resource Allocation,” IEEE Trans. Wireless Commun., vol. 18, no. 3, pp. 2003-2016, Mar. 2019.
  26. H. Lee, S. H. Lee, T. Q. S. Quek, and I. Lee, “Deep Learning Framework for Wireless Systems: Applications to Optical Wireless Communications,” IEEE Commun. Mag., vol. 57, no. 3, pp. 35-41, Mar. 2019.
  27. M. Li, T. Q. S. Quek, and C. Courcoubetis, “Mobile Data Offloading with Uniform Pricing and Overlaps,” IEEE Trans. Mobile Computing, vol. 18, no. 2, pp. 348-361, Feb. 2019.
  28. R. Wen, G. Feng, J. Tang, T. Q. S. Quek, G. Wang, W. Tan, and S. Qin, “On Robustness of Network Slicing for Next Generation Mobile Networks,” IEEE Trans. Commun., vol. 67, no. 1, pp. 430-444, Jan. 2019.
  29. Z. Chen, Q. Yao, H. Yang, and T. Q. S. Quek, “Massive Wireless Random Access with Successive Decoding – Delay Analysis and Optimization,” IEEE Trans. Commun., vol. 67, no. 1, pp. 457-471, Jan. 2019.
  30. C. Sun, C. She, C. Yang, T. Q. S. Quek, Y. Li, and B. Vucetic, “Optimizing Resource Allocation in Short Blocklength Regime for Ultra-reliable and Low-latency Communications,” IEEE Trans. Wireless Commun., vol. 18, no. 1, 402-415, Jan. 2019.
Recent Conference Papers (Accepted/Submitted):
  • H. Yang, A. Arafa, T. Q. S. Quek, and H. V. Poor, “Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks,” in Proc. IEEE Globecom, Hawaii, Dec. 2019.
  • Y. Wu, T. Dinh, Y. Fu, C. Lin, and T. Q. S. Quek, “A Learning-based Expected Best Offloading Strategy in Wireless Edge Networks,” in Proc. IEEE Globecom, Hawaii, Dec. 2019.
  • K. Guo, M. Sheng, L. He, C. Lin, T. Q. S. Quek, and Z. Qiu, “Computation Offloading in C-RAN: A Sequence Model,” in Proc. IEEE Globecom, Hawaii, Dec. 2019.
  • Y. Zhang, H. Wang, Y. Luo, L. Yu, H. Hu, H. Shan, and T. Q. S. Quek, “Three-Dimensional Convolutional Neural Network Pruning with Regularization-Based Method,” in Proc. IEEE ICIP, Taipei, Sep. 2019.
  • J. Tang, H. Hu, Q. Zhou, H. Shan, C. Tian, and T. Q. S. Quek, “Poised Guided Global and Local GAN for Preserving Human Video Prediction,” in Proc. IEEE ICIP, Taipei, Sep. 2019.
  • H. Lee, S. H. Lee, and T. Q. S. Quek, “Constrained Deep Learning for Wireless Resource Management,” in Proc. IEEE ICC, Shanghai, May 2019.
  • H. S. Jang, H. Jin, B. C. Jung, and T. Q. S. Quek, “Recursive Access Class Barring for Machine Type Communications with PUSCH Resource Constraints,” in Proc. IEEE ICC, Shanghai, May 2019.
  • J. Tang, B. Shim, T.-H. Chang, and T. Q. S. Quek, “Incorporating URLLC and Multicast eMBB in Sliced Cloud Radio Access Network,” in Proc. IEEE ICC, Shanghai, May 2019.
  • Howard Yang and T. Q. S. Quek, “The Meta Distribution of SINR for Small Cell Networks with Temporal Traffic,” in Proc. IEEE ICC, Shanghai, May 2019.
  • M. Xu, Z. Zhao, M. Peng, Z. Ding, T. Q. S. Quek, and W. Bai, “Performance Analysis of Computation Offloading in Fog-Radio Access Networks,” in Proc. IEEE ICC, Shanghai, May 2019.
  • C. Feng, Z. Liu, S. Lin, and T. Q. S. Quek, “Attention-Based Graph Convolutional Network for Recommendation System,” in Proc. IEEE ICASSP, Brighton, May 2019.
  • L. Li, M. Siew, and T. Q. S. Quek, “Learning-Based Pricing for Privacy-Preserving Job Offloading in Mobile Edge Computing,” in Proc. IEEE ICASSP, Brighton, May 2019.

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