{"id":43,"date":"2024-08-26T18:22:55","date_gmt":"2024-08-26T18:22:55","guid":{"rendered":"https:\/\/mingyueji.ece.ufl.edu\/?page_id=43"},"modified":"2026-04-28T11:08:08","modified_gmt":"2026-04-28T16:08:08","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n

Goggle Scholar Profile<\/a><\/p>\n\n\n\n

Journal Publications<\/h2>\n\n\n\n
    \n
  1. On Secure Aggregation With Uncoded Groupwise Keys Against User Dropouts and User Collusion<\/a>
    Z. Zhang, J. Liu, K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2025.<\/li>\n\n\n\n
  2. Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association<\/a>
    X. Zhang, L. Zhou, K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2025.<\/li>\n\n\n\n
  3. Fundamental Limits of Multi-Message Private Computation<\/a>
    A. Gholami, K. Wan, T. Jahani-Nezhad, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Communications, 2025.<\/li>\n\n\n\n
  4. Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization<\/a>
    J. B. Perazzone, S. Wang, M. Ji and K. Chan, in IEEE Transactions on Networking, 2025.<\/li>\n\n\n\n
  5. On the Information Theoretic Secure Aggregation with Uncoded Groupwise Keys<\/a>
    K. Wan, X. Yao, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2024.<\/li>\n\n\n\n
  6. Physics-informed Generalizable Wireless Channel Modeling with Segmentation and Deep Learning: Fundamentals, Methodologies, and Challenges<\/a>
    E. Zhu, H. Sun and M Ji, in IEEE Wireless Communications Magazine, 2024.<\/li>\n\n\n\n
  7. The Capacity Region of Information Theoretic Secure Aggregation with Uncoded Groupwise Keys<\/a>
    K. Wan, H. Sun, M. Ji, T. Mi, G. Caire, in IEEE Transactions on Information Theory, 2024.<\/li>\n\n\n\n
  8. Coded Caching with Private Demands and Caches<\/a>
    A. Gholami, K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2023.<\/li>\n\n\n\n
  9. On the Fundamental Limits of Coded Caching with Correlated Files of Combinatorial Overlaps<\/a>
    K. Wan, D. Tuninetti, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2023.<\/li>\n\n\n\n
  10. SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks<\/a>
    W. Yun, Y. Kwak, H. Baek, S. Jung, M. Ji, M. Bennis, J. Park, J. Kim, in IEEE Transactions on Networking, 2023.<\/li>\n\n\n\n
  11. On the Fundamental Limits of Device-to-Device Private Caching under Uncoded Cache Placement and User Collusion<\/a>
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, in IEEE Transactions on Information Theory, 2022.<\/li>\n\n\n\n
  12. Uncoordinated Spectrum Sharing in Millimeter Wave Networks Using Carrier Sensing<\/a>
    S. Sarkar, X. Zhang, A. Bhuyan, M. Ji and S. K. Kaser, in IEEE Transactions on Wireless Communications, 2022.<\/li>\n\n\n\n
  13. Cache-Aided Matrix Multiplication Retrieval<\/a>
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, in IEEE Transactions on Information Theory, 2022.<\/li>\n\n\n\n
  14. Throughput-Outage Scaling Behaviors for Wireless Single-Hop D2D Caching Networks with Physical Model<\/a>
    M-C. Lee, A. F. Molisch and M. Ji, in IEEE Transactions on Wireless Communications, 2022.<\/li>\n\n\n\n
  15. On Secure Distributed Linearly Separable Computation<\/a>
    K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Journal on Selected Areas in Communications Special Issue on Private Information Retrieval, Private Coded Computing over Distributed Servers, and Privacy in Distributed Learning, 2021.<\/li>\n\n\n\n
  16. Distributed Linearly Separable Computation<\/a>
    K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2021.<\/li>\n\n\n\n
  17. Combination Networks with End-user-caches: Novel Achievable and Converse Bounds under Uncoded Cache Placement<\/a>
    K. Wan, D. Tuninetti, M. Ji and P. Piantanida, in IEEE Transactions on Information Theory, 2021.<\/li>\n\n\n\n
  18. On the Tradeoff Between Computation and Communication Costs for Distributed Linearly Separable Computation<\/a>
    K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Communications, 2021.<\/li>\n\n\n\n
  19. FLCD: A Flexible Low Complexity Design of Coded Distributed Computing<\/a>
    N. Woolsey, X. Wang, R.-R. Chen and M. Ji, in IEEE Transactions on Cloud Computing, 2021.<\/li>\n\n\n\n
  20. A Non-cooperative Game-based Distributed Beam Scheduling for 5G mm-Wave Cellular Networks<\/a>
    X. Zhang, S. Sarkar, A. Bhuyan, S. K. Kasera and M. Ji, in IEEE Transactions on Wireless Communications, 2021.<\/li>\n\n\n\n
  21. On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval<\/a>
    X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Transactions on Communications, 2021.<\/li>\n\n\n\n
  22. A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks<\/a>
    N. Woolsey, R-R. Chen and M. Ji, in IEEE Transactions on Communications, 2021.<\/li>\n\n\n\n
  23. A New Combinatorial Coded Design for Heterogeneous Distributed Computing<\/a>
    N. Woolsey, R-R. Chen and M. Ji, in IEEE Transactions on Communications, 2021.<\/li>\n\n\n\n
  24. On Optimal Load-Memory Tradeoff of Cache-Aided Scalar Linear Function Retrieval<\/a>
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, in IEEE Transactions on Information Theory, 2021.<\/li>\n\n\n\n
  25. Cache-aided Interference Management using Hypercube Combinatorial Cache Design with Reduced Subpacketizations and Order Optimal Sum-Degrees of Freedom<\/a>
    X. Zhang, N. Woolsey and M. Ji, in IEEE Transactions on Wireless Communications, 2021.<\/li>\n\n\n\n
  26. Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed<\/a>
    N. Woolsey, R.-R. Chen and M. Ji, in IEEE Transactions on Communications, 2021.<\/li>\n\n\n\n
  27. On the Fundamental Limits of Fog-RAN Cache-aided Networks with Downlink and Sidelink Communications<\/a>
    K. Wan, D. Tuninetti, M. Ji and G. Caire, in IEEE Transactions on Information Theory, 2021.<\/li>\n\n\n\n
  28. Cache-Aided General Linear Function Retrieval<\/a> (invited<\/b>) (feature paper<\/b>)
    K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, in Entropy, 2020.<\/li>\n\n\n\n
  29. Optimal Throughput-Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks<\/a>
    M.-C. Lee, M. Ji and A. F. Molisch, in IEEE Transactions on Communications, 2020.<\/li>\n\n\n\n
  30. Uncoded Placement with Linear Sub-Messages for Private Information Retrieval from Storage Constrained Databases<\/a>
    N. Woolsey, R.-R. Chen and M. Ji, in IEEE Transactions on Communications, 2020.<\/li>\n\n\n\n
  31. Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks<\/a>
    N. Woolsey, R.-R. Chen and M. Ji, in IEEE Transactions on Communications, 2020.<\/li>\n\n\n\n
  32. Fundamental Limits of Decentralized Data Shuffling<\/a>
    K. Wan, D. Tuninetti, M. Ji, G. Caire, and P. Piantanida, in IEEE Transactions on Information Theory, 2020.<\/li>\n\n\n\n
  33. Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks<\/a>
    M. Choi, A. No, M. Ji and J. Kim, in IEEE Transactions on Wireless Communications, vol. 18, no. 12, pp. 5705-5718, Dec. 2019.<\/li>\n\n\n\n
  34. Throughput-Outage Analysis and Evaluation of Cache-Aided D2D Networks with Measured Popularity Distribution<\/a>
    M.-C. Lee, M. Ji, A. F. Molisch, and N. Sastry, in IEEE Transaction on Wireless Communications, vol. 18, no. 11, pp. 5316-5332, Nov. 2019.<\/li>\n\n\n\n
  35. Efficient Algorithms for Coded Multicasting in Heterogeneous Caching Networks<\/a>
    G. Vettigli, M. Ji, K. Shanmugam, J. Llorca, A. M. Tulino and G. Caire, in Entropy, vol. 21, no. 3, p. 324, March 2019.<\/li>\n\n\n\n
  36. Order-Optimal Rate of Caching and Coded Multicasting With Random Demands<\/a>
    M. Ji, A. M. Tulino, J. Llorca and G. Caire, in IEEE Transactions on Information Theory, vol. 63, no. 6, pp. 3923-3949, June 2017.<\/li>\n\n\n\n
  37. Wireless Multihop Device-to-Device Caching Networks<\/a>
    S. W. Jeon, S. N. Hong, M. Ji, G. Caire and A. F. Molisch,in IEEE Transactions on Information Theory, vol. 63, no. 3, pp. 1662-1676, March 2017.<\/li>\n\n\n\n
  38. Finite-Length Analysis of Caching-Aided Coded Multicasting<\/a>
    K. Shanmugam, M. Ji, A. M. Tulino, J. Llorca and A. G. Dimakis, in IEEE Transactions on Information Theory, vol. 62, no. 10, pp. 5524-5537, Oct. 2016.<\/li>\n\n\n\n
  39. Speeding up Future Video Distribution via Channel-Aware Caching-Aided Coded Multicast<\/a>
    A. S. Cacciapuoti, M. Caleffi, M. Ji, J. Llorca and A. M. Tulino, in IEEE Journal on Selected Areas in Communications, vol. 34, no. 8, pp. 2207-2218, Aug. 2016.<\/li>\n\n\n\n
  40. Fundamental Limits of Caching in Wireless D2D Networks<\/a>
    M. Ji, G. Caire and A. F. Molisch, in IEEE Transactions on Information Theory, vol. 62, no. 2, pp. 849-869, Feb. 2016.<\/li>\n\n\n\n
  41. Wireless Device-to-Device Caching Networks: Basic Principles and System Performance<\/a>
    M. Ji, G. Caire and A. F. Molisch, in IEEE Journal on Selected Areas in Communications, vol. 34, no. 1, pp. 176-189, Jan. 2016 (    2019 Leonard G. Abraham Prize Paper Award<\/a><\/b>)<\/li>\n\n\n\n
  42. The Throughput-Outage Trade-off in Wireless One- Hop Caching Networks<\/a>
    M. Ji, G. Caire and A. F. Molisch, in IEEE Transactions on Information Theory, vol. 61, no. 12, pp. 6833-6859, Dec. 2015.<\/li>\n\n\n\n
  43. Caching Eliminates the Wireless Bottleneck in Video-Aware Wireless Networks<\/a>
    A. F. Molisch, G. Caire, D. Ott, J. R. Foerster, D. Bethanabhotla, and M. Ji, Advances in Electrical Engineering, vol. 2014, Article ID 261390, 13 pages, 2014.<\/li>\n<\/ol>\n\n\n\n

    Book Chapters<\/h2>\n\n\n\n
      \n
    1. \u201cScaling laws for cache-aided device-to-device networks for wireless video\u201d in \u201cEdge Caching for Mobile Networks\u201d (Editors: Vincent Poor, Wei Chen), IET, with M.-C. Lee and A. F. Molisch.<\/li>\n\n\n\n
    2. \u201cWireless Device-to-Device Caching Networks<\/a>\u201d, in \u201cWireless Edge Caching: Modelling, Analysis, and Optimization\u201d (Editors: Thang Xuan Vu, Symeon Chatzinotas, Ejder Bastug, Tony Q.S. Quek), Cambridge University Press.<\/li>\n\n\n\n
    3. \u201cCaching in Wireless Device-to-Device Networks<\/a>\u201d in in Wiley 5G Ref, 2021, with K. Wan.<\/li>\n\n\n\n
    4. \u201cDevice-to-Device Communications\u201d in Towards 5G: Applications, Requirements & Candidate Technologies<\/a>
      Editors: S. Talwar, R. Vannithamby), John Wiley & Sons, Ltd. with A. F. Molisch, J. Kim, D. Burghal, and A. S. Tehrani.<\/li>\n<\/ol>\n\n\n\n

      Review Papers:<\/h2>\n\n\n\n
        \n
      1. Cache-Assisted Dynamic Video Delivery for Mobile Users<\/a>
        M. Choi, A. No, M. Ji and J. Kim, Edited by C. Shen, in IEEE COMSOC MMTC Communications \u2013 Review, June. 2020.<\/li>\n<\/ol>\n\n\n\n

        Conference Publications<\/h2>\n\n\n\n
          \n
        1. Convergence-Driven Federated Learning with Joint Compression and Computation Optimization
          M. Zhan, K. S. Chan and M. Ji, in IEEE International Conference on Computer Communications (INFOCOM) 2026. <\/li>\n\n\n\n
        2. Defensive Deception Against Subspace-Based AoA Localization Under Jamming Attacks
          A. H. A. Hermida, J. Fu, C. A. Kamhoua and M. Ji, in 2025 IEEE Military Communications Conference (MILCOM).<\/li>\n\n\n\n
        3. A Novel LDPP-MADDPG Approach for Distributed Power Allocation in mmWave Cellular Networks
          X. Yao, A. Bhuyan, X. Zhang and M. Ji, in 2025 IEEE Military Communications Conference (MILCOM) 6G and Spectrum Security for Critical Communication (6GSECC) Workshop.<\/li>\n\n\n\n
        4. Deep Reinforcement Learning for Maximizing Downlink Spectral Efficiency in Non-Stationary RIS-Aided Multiuser-MISO Systems
          H. Zhang, X. Huang, Z. Guan, R.-R. Chen, A. Farhang and M. Ji, in European Wireless 2025, Special Session 1: 6G, Open RAN, and Wi-Fi for Critical Communication. <\/li>\n\n\n\n
        5. A Bayesian-Based Aggregation Approach to Radio Outdoor Heatmap Construction Using Federated Gaussian Process<\/a>
          Y. Hu, X. Zhang, I. Nasim, S. Eggers, V. Agarwal, A. Mishra, J. Daw, A. Bhuyan, S. K. Kasera and M. Ji, in IEEE International Conference on Communications (ICC) 2025. <\/li>\n\n\n\n
        6. <\/a>A Study on Co-Existing Heterogeneous Wireless Networks for Data Transmission within a Nuclear Facility
          S. A. Mahmud, I. Nasim, V. Agarwal, S. K. Kasera and M. Ji, in Nuclear Plant Instrumentation and Control & Human-Machine Interface Technology (NPIC&HMIT 2025).<\/li>\n\n\n\n
        7. Communication-Efficient Hierarchical Secure Aggregation with Cyclic User Association<\/a>
          X. Zhang, Z. Li, K. Wan, H. Sun, M. Ji and G. Caire, in 2025 IEEE International Symposium on Information Theory (ISIT). <\/li>\n\n\n\n
        8. Dual-Lagrange Encoding for Storage and Download in Elastic Computing for Resilience<\/a>
          X. Zhong, S. Lu, J. Kliewer and M. Ji, in 2025 IEEE International Symposium on Information Theory (ISIT). <\/li>\n\n\n\n
        9. Uncoded Download in Lagrange-Coded Elastic Computing with Straggler Tolerance<\/a>
          X. Zhong, S. Lu, J. Kliewer and M. Ji, in 2025 IEEE International Symposium on Information Theory (ISIT). <\/li>\n\n\n\n
        10. Cloud-Based Federation Framework and Prototype for Open, Scalable, and Shared Access to NextG and IoT Testbeds<\/a>
          M. McManus, T. Rinchen, A. Dey, S. Thota, J. Zhang, J. Hu, X. Wang, M. Ji, N. Mastronarde, E. S. Bentley, M. Mediey and Z. Guan, in ACM MobiCom ’24: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking. <\/li>\n\n\n\n
        11. Optimal Rate Region for Key Efficient Hierarchical Secure Aggregation with User Collusion<\/a>
          X. Zhang, K. Wan, H. Sun, S. Wang, M. Ji and G. Caire, in 2024 IEEE Information Theory Workshop (ITW). <\/li>\n\n\n\n
        12. Distributed and Secure Spectrum Sharing for 5G and 6G Networks<\/a>
          A. Bhuyan, X. Zhang and M. Ji, in 2024 IEEE Military Communications Conference (MILCOM). <\/li>\n\n\n\n
        13. A Bayesian Learning Approach to Wireless Outdoor Heatmap Construction Using Deep Gaussian Process<\/a>
          X. Zhang, Y. Hu, I. Nasim, S. Eggers, V. Agarwal, A. Mishra, J. Daw, A. Bhuyan, S. K. Kasera and M. Ji, in IEEE 2024 58th Asilomar Conference on Signals, Systems, and Computers.<\/li>\n\n\n\n
        14. A New Theoretical Perspective on Data Heterogeneity in Federated Averaging<\/a>
          J. Wang, S. Wang, R.-R. Chen and M. Ji, in ICML 2024.<\/li>\n\n\n\n
        15. Decentralized Uncoded Storage Elastic Computing with Heterogeneous Computation Speeds<\/a>
          W. Huang, X. You, K. Wan, R. C. Qiu and M. Ji, in IEEE ISIT 2024.<\/li>\n\n\n\n
        16. On Multi-Message Private Computation<\/a>
          A. Gholami, K. Wan, T. Jahani-Nezhad, H. Sun, M. Ji and G. Caire, in IEEE ISIT 2024.<\/li>\n\n\n\n
        17. On the Optimality of Secure Aggregation with Uncoded Groupwise Keys Against User Dropouts and User Collusion
          Z. Zhang, J. Liu, K. Wan, H. Sun, M. Ji and G Caire, in IEEE ISIT 2024.<\/li>\n\n\n\n
        18. Optimal Information Theoretic Secure Aggregation with Uncoded Groupwise Keys<\/a>
          K. Wan, H. Sun, M. Ji, T. Mi and G. Caire, in IEEE ISIT 2024.<\/li>\n\n\n\n
        19. Statistical and Neural Network for Real Sensor-Data-Driven Anomaly Detection in Nuclear Applications
          I. Nasim, V. Agarwal, J. E. Daw, M. Ji, and S. K. Kasera, in the 2024 International Congress on Advances in Nuclear Power Plants (ICAPP).<\/li>\n\n\n\n
        20. SPARC-LoRa: A Scalable, Power-efficient, Affordable, Reliable, and Cloud Service-enabled LoRa Networking System for Agriculture Applications<\/a>
          X. Wang, B. Hatasaka, Z. Liu, S. Tope, M. Karkhanis, S. Noh, F. Sium, R. V. Mural, H. Kim, C. Mastrangelo, L. Zang, J. Schnable and M. Ji, in DySPAN FAST (Field Trials for Advanced Spectrum Sharing) Workshop 2024.<\/li>\n\n\n\n
        21. Demo Abstract: UnionLabs: AWS-based Remote Access and Sharing of NextG and IoT Testbeds<\/a>
          M. McManus, T. Rinchen, S. M. Suhail, S. Santhinivas, A. Dey, S. Pagidimarri, Y. Cui, J. Hu, J. Zhang, X. Wang, M. Ji, N. Mastronarde and Z. Guan, in IEEE INFOCOM 2024.<\/li>\n\n\n\n
        22. A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging<\/a>
          S. Wang and M. Ji, in ICLR 2024 (spotlight presentation (5%)<\/b>).<\/li>\n\n\n\n
        23. HawkRover: An Autonomous mmWave Vehicular Communication Testbed with Multi-sensor Fusion and Deep Learning<\/a>
          E. Zhu, H. Sun and M. Ji, in IEEE ISICN 2024 (best paper award<\/b>).<\/li>\n\n\n\n
        24. Uncoded Storage Coded Transmission Elastic Computing with Straggler Tolerance in Heterogeneous Systems<\/a>
          X. Zhong, J. Kliewer and M. Ji, in IEEE ICC 2024.<\/li>\n\n\n\n
        25. Rethinking the Data Heterogeneity in Federated Learning
          J. Wang, S. Wang. R.-R. Chen and M. Ji, in IEEE Asilomar Conference 2023 (invited paper<\/b>).<\/li>\n\n\n\n
        26. A Novel Scheme for Cache-aided Multiuser Private Information Retrieval with User-to-user Privacy
          X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, in IEEE Asilomar Conference 2023.<\/li>\n\n\n\n
        27. A New Theoretical Perspective on Data Heterogeneity in Federated Optimization<\/a>
          J. Wang, S. Wang, R.-R. Chen and Mingyue Ji, in ICML 2023 Workshop FL.<\/li>\n\n\n\n
        28. Fundamental Limits of Distributed Linearly Separable Computation Under Cyclic Assignment
          W. Huang, K. Wan, H. Sun, M. Ji, R. C. Qiu and G. Caire, IEEE ISIT 2023.<\/li>\n\n\n\n
        29. Distributed Power Allocation for 6-GHz Unlicensed Spectrum Sharing via Multi-agent Deep Reinforcement Learning<\/a>
          X. Zhang, A. Bhuyan, S. K. Kasera and M. Ji, IEEE ICIT 2023 (invited paper<\/b>).<\/li>\n\n\n\n
        30. A Novel Multi-Agent Deep Reinforcement Learning-enabled Distributed Power Allocation Scheme for mmWave Cellular Networks<\/a>
          X. Zhang, A. Bhuyan, S. K. Kasera and M. Ji, IEEE ICC 2023 Workshop – Data Driven Intelligence for Networks and Systems (DDINS) (          video<\/a>).<\/li>\n\n\n\n
        31. GroupSecAgg: Information Theoretic Secure Aggregation with Uncoded Groupwise Key<\/a>
          K. Wan, X. Yao, H. Sun, M. Ji, G. Caire, IEEE ICC 2023.<\/li>\n\n\n\n
        32. Matrix Multiplication with Straggler Tolerance in Coded Elastic Computing via Lagrange Code<\/a>
          X. Zhong, J. Kliewer and M. Ji, IEEE ICC 2023 (          video<\/a>).<\/li>\n\n\n\n
        33. Federated Learning with Flexible Control<\/a>
          S. Wang, J. Perazzone, M. Ji and K. S. Chan, IEEE INFOCOM 2023.<\/li>\n\n\n\n
        34. A Unified Analysis of Federated Learning with Arbitrary Client Participation<\/a>
          S. Wang and M. Ji, NeurIPS 2022.<\/li>\n\n\n\n
        35. A New Design Framework for Heterogeneous Uncoded Storage Elastic Computing<\/a>
          M. Ji, X. Zhang, K. Wan, IEEE CCDWN at WiOpt 2022 (          video<\/a>).<\/li>\n\n\n\n
        36. Finite-length Analysis of D2D Coded Caching via Exploiting Asymmetry in Delivery<\/a>
          X. Zhang and M. Ji, IEEE SPAWC 2022 (invited paper<\/b>).<\/li>\n\n\n\n
        37. Secure mmWave Spectrum Sharing with Autonomous Beam Scheduling for 5G and Beyond<\/a>
          Arupjyoti Bhuyan; M. Ji, X. Zhang, S. K. Kasera and S. Sarkar, IEEE WAMICON 2022 (invited paper<\/b>).<\/li>\n\n\n\n
        38. Fundamental Limits of Cache-aided Multiuser PIR: The Two-message Two-user Case<\/a>
          X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, IEEE ISIT 2022 (          video<\/a>).<\/li>\n\n\n\n
        39. Coded caching with private demands and caches<\/a>
          A. Gholami, K. Wan, H. Sun, M. Ji and G. Caire, IEEE ISIT 2022.<\/li>\n\n\n\n
        40. Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization<\/a>
          J. Perazzone, S. Wang, M. Ji and K. S. Chan, IEEE INFOCOM, 2022.<\/li>\n\n\n\n
        41. Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks<\/a>
          H. Baek, W. J. Yun, Y. Kwak, S. Jung, M. Ji, M. Bennis, J. Park and J. Kim, IEEE INFOCOM, 2022.<\/li>\n\n\n\n
        42. Early detection of simulated herbivore attacks in sorghum fields through the deployment of very-low-power gas sensor network<\/a>
          S. H. Khan, M. Karkhanis, S. Tope, B. Hatasaka, S. Noh, R. Dalapati, R. V. Mural, A. Bulbul, K. H. Kim, A. Banerjee, M. Ji, L. Zang, J. C. Schnable, C. H. Mastrangelo and H. Kim, in the 18th Solid-State Sensors, Actuators, and Microsystems Workshop (Hilton Head \u201922).<\/li>\n\n\n\n
        43. Demystifying Why Local Averaging Helps: Convergence Analysis of Hierarchical SGD<\/a>
          J. Wang, S. Wang, R.-R. Chen, M. Ji, AAAI, 2021.<\/li>\n\n\n\n
        44. A Q-Learning-based Approach for Distributed Beam Scheduling in mmWave Networks<\/a>
          X. Zhang, S. Sarkar, A. Bhuyan, S. K. Kasera and M. Ji, IEEE DySPAN, 2021.<\/li>\n\n\n\n
        45. Field Deployment of A Nanogap Gas Sensor For Crop Damage Detection<\/a>
          S. H. Khan, M. Karkhanis, B. Hatasaka, S. Tope, S. Noh, R. Dalpati, A. Bulbul, R. V. Mural, A. Banerjee, J. C. Schnable, M. Ji, C. Mastrangelo, L. Zang and H. Kim, the 35th International Conference on Micro Electro Mechanical Systems (IEEE MEMS 2022) Conference.<\/li>\n\n\n\n
        46. A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers<\/a>
          N. Woolsey, J. Kliewer, R.-R. Chen and M. Ji, IEEE Globecom, 2021 (Best paper award<\/b>).<\/li>\n\n\n\n
        47. Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding<\/a>
          H. Baek, W. J. Yun, S. Jung, M. Ji, J. Kim, J. Park, and M. Bennis, 2021 ICML International Workshop on Federated Learning for User Privacy and Data Confidentiality.<\/li>\n\n\n\n
        48. A Non-cooperative Game-based Approach to Distributed Beam Scheduling in Millimeter-Wave Networks<\/a>
          X. Zhang, S. Sarkar, A. Bhuyan, S. K. Kasera and M. Ji, IEEE Asilomar, 2021.<\/li>\n\n\n\n
        49. A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching<\/a>
          X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, IEEE ISIT, 2021.<\/li>\n\n\n\n
        50. On Secure Distributed Linearly Separable Computation<\/a>
          K. Wan, H. Sun, M. Ji and G. Caire, IEEE ISIT, 2021.<\/li>\n\n\n\n
        51. Cache-Aided Matrix Multiplication Retrieval<\/a>
          K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ISIT, 2021.<\/li>\n\n\n\n
        52. Development of Gas Sensor for Green Leaf Volatile Detection<\/a>
          S. H. Khan, S. Tope, R. Dalpati, K. H. Kim, S. Noh, A. Bulbul, R. V. Mural, A. Banerjee, J. C. Schnable, M. Ji, C. Masrangelo, L. Zang and H. Kim, 021 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers).<\/li>\n\n\n\n
        53. Throughput-Outage Scaling Laws for Wireless Single-Hop D2D Caching Networks with Physical Models<\/a>
          M.-C. Lee, M. Ji and A. F. Molisch, IEEE ICC, 2021.<\/li>\n\n\n\n
        54. Predicting Needs in Future Decentralized Networks through Analysis of Barrage Relay Networks<\/a>
          N. Woolsey and M. Ji and B. Kraczek, IEEE WCNC, 2021.<\/li>\n\n\n\n
        55. Cache-Aided Modulation for Heterogeneous Coded Caching over a Gaussian Broadcast Channel<\/a>
          M. Bayat, K. Wan, M. Ji and G. Caire, IEEE Globecom, 2020 (          video<\/a>).<\/li>\n\n\n\n
        56. Topological Coded Distributed Computing<\/a>
          K. Wan, M. Ji and G. Caire, IEEE Globecom, 2020 (          video<\/a>).<\/li>\n\n\n\n
        57. Throughput-Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks<\/a>
          M.-C. Lee, M. Ji and A. F. Molisch, IEEE Globecom, 2020 (          video<\/a>).<\/li>\n\n\n\n
        58. A Stochastic Optimization Framework for Distributed Beam Scheduling in 5G mm-Wave Networks over Non-cooperative Operators<\/a>
          X. Zhang, S. Sarkar, A. Bhuyan, S. K. Kasera and M. Ji, IEEE Asilomar, 2020 (          video<\/a>).<\/li>\n\n\n\n
        59. Enabling Uncoordinated Spectrum Sharing in Millimeter Wave Networks Using Carrier Sensing<\/a>
          S. Sarkar, X. Zhang, A. Bhuyan, M. Ji and S. K. Kasera, IEEE Asilomar, 2020.<\/li>\n\n\n\n
        60. A New Design Framework on D2D Coded Caching with Optimal Rate and Less Subpacketizations<\/a>
          X. Zhang and M. Ji, IEEE ISIT 2020 (          video<\/a>).<\/li>\n\n\n\n
        61. Cache-aided Multiuser Private Information Retrieval<\/a>
          X. Zhang, K. Wan, H. Sun, and M. Ji, IEEE ISIT 2020 (          video<\/a>).<\/li>\n\n\n\n
        62. Heterogeneous Computation Assignments in Coded Elastic Computing<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2020 (          video<\/a>).<\/li>\n\n\n\n
        63. Cache-Aided Scalar Linear Function Retrieval<\/a>
          K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ISIT 2020 (          video<\/a>).<\/li>\n\n\n\n
        64. Novel Converse for Device-to-Device Demand-Private Caching with a Trusted Server<\/a>
          K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ISIT 2020 (          video<\/a>).<\/li>\n\n\n\n
        65. Cache-aided Interference Alignment for Multiuser Private Information Retrieval<\/a>
          X. Zhang, K. Wan, H. Sun, M. Ji and G. Caire, CCDWN workshop in IEEE WiOpt, 2020 (invited paper<\/b>) (          video<\/a>).<\/li>\n\n\n\n
        66. Coded Distributed Computing with Heterogeneous Function Assignments<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE ICC 2020 (          video<\/a>).<\/li>\n\n\n\n
        67. Device-to-Device Private Caching with Trusted Server<\/a>
          K. Wan, H. Sun, M. Ji, D. Tuninetti and G. Caire, IEEE ICC 2020.<\/li>\n\n\n\n
        68. Low-cost ultra-low-power chemical sensor for early detection of invasive parasitic weeds and herbivores in biofuel crops
          K.H. Kim, S.H. Khan, A. Banerjee, J. Salvant, S. Chen, S. Tope, S. Truong, J.E. Lyman, E. Kim, J.M. Stott, A. Bulbul, L. Zang, M. Ji, C.H. Mastrangelo, J. Schnable and H. Kim, in the 2020 Environment and Sustainability Research Symposium.<\/li>\n\n\n\n
        69. An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE Globecom 2019.<\/li>\n\n\n\n
        70. Performance of Caching-Based D2D Video Distribution with Measured Popularity Distributions<\/a>
          M.-C. Lee, M. Ji, A. F. Molisch and N. Sastry, IEEE Globecom 2019.<\/li>\n\n\n\n
        71. A Novel Cache-aided Fog-RAN Architecture<\/a>
          K. Wan, D. Tuninetti, M. Ji and G. Caire, IEEE ISIT 2019.<\/li>\n\n\n\n
        72. On Coded Caching with Correlated Files<\/a>
          K. Wan, D. Tuninetti, M. Ji and G. Caire, IEEE ISIT 2019.<\/li>\n\n\n\n
        73. Cascaded Coded Distributed Computing on Heterogeneous Networks<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2019.<\/li>\n\n\n\n
        74. A New Design of Private Information Retrieval for Storage Constrained Databases<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2019.<\/li>\n\n\n\n
        75. Coded Distributed Computing with Heterogeneous Function Assignments<\/a>
          N. Woolsey, R.-R. Chen, and M. Ji, ICML CodML Workshop 2019 (          Poster<\/a>).<\/li>\n\n\n\n
        76. Cache-aided Interference Management Using Hypercube Combinatorial Cache Designs<\/a>
          X. Zhang, N. Woolsey and M. Ji, IEEE ICC 2019.<\/li>\n\n\n\n
        77. Fundamental Limits of Distributed Data Shuffling<\/a>
          K. Wan, D. Tuninetti, M. Ji and P. Piantanida, IEEE Allerton 2018.<\/li>\n\n\n\n
        78. On the Benefits of Asymmetric Coded Cache Placement in Combination Networks with End-User Caches<\/a>
          K. Wan, M. Ji, P. Piantanida and D. Tuninetti, IEEE ISIT 2018.<\/li>\n\n\n\n
        79. A New Combinatorial Design of Coded Distributed Computing<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE ISIT 2018.<\/li>\n\n\n\n
        80. Coded Caching in Wireless Device-to-Device Networks Using a Hypercube Approach<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE ICC Workshop 2018 – Information-Centric Edge Computing and Caching for Future Networks.<\/li>\n\n\n\n
        81. Caching in Combination Networks: Novel Multicast Message Generation and Delivery by Leveraging the Network Topology<\/a>
          K. Wan, M. Ji, P. Piantanida and D. Tuninetti, IEEE ICC 2018.<\/li>\n\n\n\n
        82. Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation<\/a>
          A. RezazadehReyhani, A. Farhang, M. Ji, R.-R. Chen and B. Farhang-Boroujeny, IEEE ICC 2018.<\/li>\n\n\n\n
        83. Fundamental Limits of Wireless Distributed Computing Networks<\/a>
          M. Ji and R.-R. Chen, IEEE INFOCOM 2018.<\/li>\n\n\n\n
        84. A Novel Asymmetric Coded Placement in Combination Networks with end-user Caches<\/a>
          K. Wan, D. Tuninetti, M. Ji, and P. Piantanida, IEEE ITA 2018 (invited paper<\/b>).<\/li>\n\n\n\n
        85. On Combination Networks with Cache-aided Relays and Users<\/a>
          K. Wan, D. Tuninetti, P. Piantanida and M. Ji, IEEE WSA 2018 (invited paper<\/b>).<\/li>\n\n\n\n
        86. Device-to-Device Caching Networks with Sub-quadratic Subpacketizations<\/a>
          N. Woolsey, R.-R. Chen and M. Ji, IEEE Globecom 2017.<\/li>\n\n\n\n
        87. State-of-the-art in Cache-aided Combination Networks<\/a>
          K. Wan, D. Tuninetti, M. Ji, and P. Piantanida, IEEE Asilomar 2017 (invited paper<\/b>).<\/li>\n\n\n\n
        88. Novel Outer Bounds for Combination Networks with End-User-Caches<\/a>
          K. Wan, M. Ji, P. Piantanida and D, Tuninetti, IEEE ITW 2017.<\/li>\n\n\n\n
        89. Novel Inner Bounds with Uncoded Cache Placement for Combination Networks with End-User-Caches<\/a>
          K. Wan, M. Ji, P. Piantanida and D, Tuninetti, IEEE Allerton 2017.<\/li>\n\n\n\n
        90. Fundamental Limits of Distributed Caching in Multihop D2D Wireless Networks<\/a>
          M. Ji, R.-R. Chen, G. Caire and A. F. Molisch, 2017 IEEE International Symposium on Information Theory (ISIT), Aachen, 2017, pp. 2950-2954.<\/li>\n\n\n\n
        91. Caching and coded multicasting in slow fading environment<\/a>
          M. Ji and R.-R. Chen, 2017 IEEE Wireless Communications and Networking Conference (WCNC), San Francisco, CA, 2017, pp. 1-6.<\/li>\n\n\n\n
        92. On the Impact of Lossy Channels for Wireless Edge Caching<\/a>
          A. S. Cacciapuoti, M. Caleffi, M. Ji, J. Llorca and A. M. Tulino, 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, 2016, pp. 1-7.<\/li>\n\n\n\n
        93. Caching in Combination Networks<\/a>
          M. Ji, A. M. Tulino, J. Llorca and G. Caire, 2015 49th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, 2015, pp. 1269-1273.<\/li>\n\n\n\n
        94. On the Fundamental Limits of Caching in Combination Networks<\/a>
          M. Ji, M. F. Wong, A. Tulino, J. Llorca, G. Caire, M. Effros and M. Langberg, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Stockholm, 2015, pp. 695-699.<\/li>\n\n\n\n
        95. An efficient coded multicasting scheme preserving the multiplicative caching gain<\/a>
          G. Vettigli, M. Ji, A. M. Tulino, J. Llorca and P. Festa, 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Hong Kong, 2015, pp. 251-256.<\/li>\n\n\n\n
        96. An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching<\/a>
          M. Ji, K. Shanmugam, G. Vettigli, J. Llorca, A. M. Tulino and G. Caire, 2015 IEEE International Conference on Communications (ICC), London, 2015, pp. 3801-3806.<\/li>\n\n\n\n
        97. Caching-aided coded multicasting with multiple random requests<\/a>
          M. Ji, A. Tulino, J. Llorca and G. Caire, 2015 IEEE Information Theory Workshop (ITW), Jerusalem, 2015, pp. 1-5.<\/li>\n\n\n\n
        98. On the capacity of multihop device-to-device caching networks<\/a>
          S. W. Jeon, S. N. Hong, M. Ji and G. Caire, 2015 IEEE Information Theory Workshop (ITW), Jerusalem, 2015, pp. 1-5.<\/li>\n\n\n\n
        99. Caching in wireless multihop device-to-device networks<\/a>
          S. W. Jeon, S. N. Hong, M. Ji and G. Caire, 2015 IEEE International Conference on Communications (ICC), London, 2015, pp. 6732-6737 (Best paper award<\/b>).<\/li>\n\n\n\n
        100. Finite Length Analysis of Caching-Aided Coded Multicasting<\/a>
          K. Shanmugam, M. Ji, A. M. Tulino, J. Llorca and A. G. Dimakis,2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, 2014, pp. 914-920.<\/li>\n\n\n\n
        101. Caching and coded multicasting: Multiple groupcast index coding<\/a>
          M. Ji, A. M. Tulino, J. Llorca and G. Caire, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, 2014, pp. 881-885.<\/li>\n\n\n\n
        102. On the Average Performance of Caching and Coded Multicasting with Random Demands<\/a>
          M. Ji, A. M. Tulino, J. Llorca and G. Caire, 2014 11th International Symposium on Wireless Communications Systems (ISWCS), Barcelona, 2014, pp. 922-926.<\/li>\n\n\n\n
        103. Fundamental Limits of Distributed Caching in D2D Wireless Networks<\/a>
          M. Ji, G. Caire and A. F. Molisch, 2013 IEEE Information Theory Workshop (ITW), Sevilla, 2013, pp. 1-5.<\/li>\n\n\n\n
        104. Optimal throughput-outage trade-off in wireless one-hop caching networks<\/a>
          M. Ji, G. Caire and A. F. Molisch, 2013 IEEE International Symposium on Information Theory, Istanbul, 2013, pp. 1461-1465.<\/li>\n\n\n\n
        105. Device-to-device communications for wireless video delivery<\/a>
          N. Golrezaei, M. Ji, A. F. Molisch, A. G. Dimakis and G. Caire, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove, CA, 2012, pp. 930-933.<\/li>\n\n\n\n
        106. Capacity of distributed MIMO with finite size<\/a>
          H. R. Sadjadpour, J. J. Garcia-Luna-Aceves and M. Ji, 2011 7th International Wireless Communications and Mobile Computing Conference, Istanbul, 2011, pp. 1529-1534.<\/li>\n\n\n\n
        107. On the minimum side information of MIMO broadcast channel<\/a>
          Z. Wang, M. Ji, L. Dritsoula, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 European Wireless Conference (EW), Lucca, 2010, pp. 26-33 (Best student paper award<\/b>).<\/li>\n\n\n\n
        108. The Capacity of Ad Hoc Networks with Heterogeneous Traffic Using Cooperation<\/a>
          M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 Proceedings IEEE INFOCOM, San Diego, CA, 2010, pp. 1-9.<\/li>\n\n\n\n
        109. Opportunistic Interference Management Increases the Capacity of Ad Hoc Networks<\/a>
          Z. Wang, M. Ji, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), Boston, MA, 2010, pp. 1-9.<\/li>\n\n\n\n
        110. Capacity of wireless networks with heterogeneous traffic under physical model<\/a>
          M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 IEEE Sarnoff Symposium, Princeton, NJ, 2010, pp. 1-5.<\/li>\n\n\n\n
        111. The capacity of Multihop Relay Wireless Networks<\/a>
          M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, 2010 European Wireless Conference (EW), Lucca, 2010, pp. 49-56.<\/li>\n\n\n\n
        112. Capacity of Wireless Networks with Heterogeneous Traffic<\/a>
          M. Ji, Z. Wang, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, GLOBECOM 2009 – 2009 IEEE Global Telecommunications Conference, Honolulu, HI, 2009, pp. 1-6.<\/li>\n\n\n\n
        113. Cooperation-Multiuser Diversity Tradeoff in Wireless Cellular Networks<\/a>
          Z. Wang, M. Ji, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, GLOBECOM 2009 – 2009 IEEE Global Telecommunications Conference, Honolulu, HI, 2009, pp. 1-6.<\/li>\n\n\n\n
        114. Interference management: A new paradigm for wireless cellular networks<\/a>
          Z. Wang, M. Ji, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves, MILCOM 2009 – 2009 IEEE Military Communications Conference, Boston, MA, 2009, pp. 1-6.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

          Goggle Scholar Profile Journal Publications Book Chapters Review Papers: Conference Publications<\/p>\n","protected":false},"author":1389,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-section-nav.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-43","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages\/43","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/users\/1389"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/comments?post=43"}],"version-history":[{"count":20,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages\/43\/revisions"}],"predecessor-version":[{"id":821,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages\/43\/revisions\/821"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/media?parent=43"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}