IEEE Journal of Selected Topics in Signal Processing

IEEE Journal of Selected Topics in Signal Processing

ISSNs: 1932-4553

Additional searchable ISSN (electronic): 1941-0484

Institute of Electrical and Electronics Engineers, United States

Scopus rating (2023): CiteScore 19 SJR 3.818 SNIP 3.003

Journal

Journal Metrics
1 - 20 out of 29Page size: 20

Research Output

  1. 2024
  2. Online published

    Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach

    Liu, S., Wu, H., Deng, G., Chen, J., Wang, X. & Song, L., 13 Jun 2024, (Online published) In: IEEE Journal of Selected Topics in Signal Processing.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  3. Online published

    Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO

    Yu, W., He, H., Yu, X., Song, S., Zhang, J., Murch, R. & Letaief, K. B., Jun 2024, (Online published) In: IEEE Journal on Selected Topics in Signal Processing.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  4. Published

    Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration

    Ruan, M., Yan, G., Xiao, Y., Song, L. & Xu, W., Apr 2024, In: IEEE Journal of Selected Topics in Signal Processing. 18, 3, p. 487-501

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  5. Published

    A Language Model-based Fine-Grained Address Resolution Framework in UAV Delivery System

    Luo, S., Yao, Y., Zhao, H. & Song, L., Apr 2024, In: IEEE Journal of Selected Topics in Signal Processing. 18, 3, p. 529-539

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  6. 2023
  7. Published

    An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation

    Yu, W., Shen, Y., He, H., Yu, X., Song, S., Zhang, J. & Letaief, K. B., Jul 2023, In: IEEE Journal on Selected Topics in Signal Processing. 17, 4, p. 761-776

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 22
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  8. 2022

  9. Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?

    Zhang, X., Yu, X. & Song, S. H., Aug 2022, In: IEEE Journal on Selected Topics in Signal Processing. 16, 5, p. 1070-1085

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 17
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  10. 2021
  11. Published

    Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition

    Sun, W., Chen, S., Huang, L., So, H. C. & Xie, M., Apr 2021, In: IEEE Journal on Selected Topics in Signal Processing. 15, 3, p. 603-616

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 19
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  12. Published

    Introduction to the Special Issue on Tensor Decomposition for Signal Processing and Machine Learning

    CHEN, H., VOROBYOV, S. A., SO, H. C., AHMAD, F. & PORIKLI, F., Apr 2021, In: IEEE Journal on Selected Topics in Signal Processing. 15, 3, p. 433-437 9393485.

    Research output: Journal Publications and Reviews › Editorial Preface

    Scopus citations: 2
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  13. Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images

    Lau, C. P., Kumar, A. & Chellappa, R., Feb 2021, In: IEEE Journal on Selected Topics in Signal Processing. 15, 2, p. 204-215 12 p., 9320575.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  14. 2020
  15. Published

    Face Anti-Spoofing With Deep Neural Network Distillation

    Li, H., Wang, S., He, P. & Rocha, A., Aug 2020, In: IEEE Journal on Selected Topics in Signal Processing. 14, 5, p. 933-946 9115256.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 25
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  16. Where is the Model Looking At? - Concentrate and Explain the Network Attention

    Xu, W., Wang, J., Wang, Y., Xu, G., Lin, D., Dai, W. & Wu, Y., Mar 2020, In: IEEE Journal on Selected Topics in Signal Processing. 14, 3, p. 506-516

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 16
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  17. Published

    Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos

    Yuan, H., Zhao, S., Hou, J., Wei, X. & Kwong, S., Jan 2020, In: IEEE Journal on Selected Topics in Signal Processing. 14, 1, p. 177-193

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 36
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  18. 2018
  19. Published

    Averting Cascading Failures in Networked Infrastructures: Poset-constrained Graph Algorithms

    Yu, P., Tan, C. W. & Fu, H., Aug 2018, In: IEEE Journal on Selected Topics in Signal Processing. 12, 4, p. 733-748

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 16
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  20. A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems

    Yu, X., Zhang, J. & Letaief, K. B., 1 May 2018, In: IEEE Journal on Selected Topics in Signal Processing. 12, 2, p. 282-297

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 85
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  21. 2017

  22. Introduction to the Issue on Signal Processing and Machine Learning

    Van Der Schaar, M., Baraniuk, R. G., Chiang, M., Huang, J. & Zhao, S., 1 Aug 2017, In: IEEE Journal on Selected Topics in Signal Processing. 11, 5, p. 713-715 8010524.

    Research output: Journal Publications and Reviews › Editorial Preface

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  23. Published

    Introduction to the Special Issue on Time/Frequency Modulated Array Signal Processing

    So, H. C., Amin, M. G., Blunt, S., Gini, F. & Wang, W., 1 Mar 2017, In: IEEE Journal on Selected Topics in Signal Processing. 11, 2, p. 225-227 7853741.

    Research output: Journal Publications and Reviews › Editorial Preface

    Scopus citations: 25
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  24. Published

    An Overview on Time/Frequency Modulated Array Processing

    Wang, W., So, H. C. & Farina, A., Mar 2017, In: IEEE Journal on Selected Topics in Signal Processing. 11, 2, p. 228-246 7740083.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 204
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  25. A Quality-of-Experience Index for Streaming Video

    Duanmu, Z., Zeng, K., Ma, K., Rehman, A. & Wang, Z., Feb 2017, In: IEEE Journal on Selected Topics in Signal Processing. 11, 1, p. 154-166 7564469.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 143
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  26. 2016

  27. Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors

    Xu, J., Song, L., Xu, J. Y., Pottie, G. J. & Van der Schaar, M., Aug 2016, In: IEEE Journal on Selected Topics in Signal Processing. 10, 5, p. 865-876

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 19
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  28. Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems

    Yu, X., Shen, J., Zhang, J. & Letaief, K. B., 1 Apr 2016, In: IEEE Journal on Selected Topics in Signal Processing. 10, 3, p. 485-500 7397861.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1090
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