MINGYUE JI portrait
  • Adjunct Assistant Professor, School Of Computing
  • Assistant Professor, Elect & Computer Engineering
  • Associate Professor, Elect & Computer Engineering
  • Assistant Professor, Elect & Computer Engineering
  • Adjunct Assistant Professor, School Of Computing
  • Ajunct Assitant Professor , School Of Computing

Publications

  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2021). A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks. IEEE Transactions on Communications. Vol. 69, 5686 - 5700. Published, 06/09/2021.
    https://ieeexplore.ieee.org/abstract/document/9449...
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2021). A New Combinatorial Coded Design for Heterogeneous Distributed Computing. IEEE Transactions on Communications. Vol. 69, 5672 - 5685. Published, 06/08/2021.
    https://ieeexplore.ieee.org/abstract/document/9448...
  • Xiang Zhang, Shamik Sarkar, Arupjyoti Bhuyan, Sneha Kumar Kasera & Mingyue Ji (2021). A Stochastic Optimization Framework for Distributed Beam Scheduling in 5G mm-Wave Networks over Non-cooperative Operators. IEEE 2020 54th Asilomar Conference on Signals, Systems, and Computers. Published, 06/03/2021.
  • Shamik Sarkar, Xiang Zhang, Arupjyoti Bhuyan, Mingyue Ji & Sneha Kasera (2021). Enabling Uncoordinated Spectrum Sharing in Millimeter Wave Networks Using Carrier Sensing. 2020 54th Asilomar Conference on Signals, Systems, and Computers. Published, 06/03/2021.
    https://ieeexplore.ieee.org/abstract/document/9443...
  • Nicholas Woolsey, Mingyue Ji & Brent Kraczek (2021). Predicting Needs in Future Decentralized Networks through Analysis of Barrage Relay Networks. 2021 IEEE Wireless Communications and Networking Conference (WCNC). Published, 05/05/2021.
    https://ieeexplore.ieee.org/abstract/document/9417...
  • Kai Wan, Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2021). On the Optimal Load-Memory Tradeoff of Cache-Aided Scalar Linear Function Retrieval. IEEE Transactions on Information Theory. Vol. 67, 4001 - 4018. Published, 03/15/2021.
    https://ieeexplore.ieee.org/abstract/document/9378...
  • Mingyue Ji (2021). Wireless Device-to-Device Caching Networks. Cambridge University Press. Published, 03/11/2021.
    https://books.google.com/books?hl=en&lr=&id=M9X7Dw...
  • Xiang Zhang, Nicholas Woolsey & Mingyue Ji (2021). Cache-Aided Interference Management Using Hypercube Combinatorial Design With Reduced Subpacketizations and Order Optimal Sum-Degrees of Freedom. IEEE Transactions on Wireless Communications. Vol. 20, 4797 - 4810. Published, 03/04/2021.
    https://ieeexplore.ieee.org/abstract/document/9369...
  • Mozhgan Bayat, Kai Wan, Mingyue Ji & Giuseppe Caire (2021). Cache-Aided Modulation for Heterogeneous Coded Caching over a Gaussian Broadcast Channel. GLOBECOM 2020 - 2020 IEEE Global Communications Conference. Published, 02/12/2021.
    https://ieeexplore.ieee.org/abstract/document/9348...
  • Ming-Chun Lee, Mingyue Ji & Andreas F. Molisch (2021). Throughput–Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks. GLOBECOM 2020 - 2020 IEEE Global Communications Conference. Published, 02/12/2021.
    https://ieeexplore.ieee.org/abstract/document/9347...
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2021). Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed. IEEE Transactions on Communications. Published, 02/2021.
    https://ieeexplore.ieee.org/document/9343877
  • Kai Wan, Mingyue Ji & Giuseppe Caire (2021). Topological Coded Distributed Computing. GLOBECOM 2020 - 2020 IEEE Global Communications Conference. Published, 01/25/2021.
    https://ieeexplore.ieee.org/abstract/document/9322...
  • Kai Wan (2021). Caching in Wireless Device‐To‐Device Networks. Wiley 5G Ref. Published, 01/2021.
    https://onlinelibrary.wiley.com/doi/abs/10.1002/97...
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2021). On the Fundamental Limits of Fog-RAN Cache-aided Networks with Downlink and Sidelink Communications. IEEE Transactions on Information Theory. Published, 01/2021.
    https://ieeexplore.ieee.org/document/9335642
  • Ming-Chun Lee, Mingyue Ji & Andreas F. Molisch (2020). Optimal Throughput-Outage Analysis of Cache-Aided Wireless Multi-Hop D2D Networks. IEEE Transactions on Communications. Published, 12/2020.
    https://ieeexplore.ieee.org/document/9298816
  • Kai Wan , Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2020). Novel Converse for Device-to-Device Demand-Private Caching with a Trusted Server. 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Kai Wan, Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2020). Cache-Aided Scalar Linear Function Retrieval . 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Xiang Zhang, Kai Wan, Hua Sun, Mingyue Ji & Giuseppe Caire (2020). Cache-aided Interference Alignment for Multiuser Private Information Retrieval . 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT). Published, 08/2020.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Heterogeneous Computation Assignments in Coded Elastic Computing. 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Xiang Zhang, Kai Wan, Hua Sun & Mingyue Ji (2020). Cache-aided Multiuser Private Information Retrieval . 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Xiang Zhang & Mingyue Ji (2020). A New Design Framework on D2D Coded Caching with Optimal Rate and Less Subpacketizations. 2020 IEEE International Symposium on Information Theory (ISIT). Published, 08/2020.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Coded Distributed Computing with Heterogeneous Function Assignments. ICC 2020 - 2020 IEEE International Conference on Communications (ICC). Published, 07/2020.
  • Kai Wan, Hua Sun, Mingyue Ji, Daniela Tuninetti & Giuseppe Caire (2020). Device-to-Device Private Caching with Trusted Server. IEEE ICC. Published, 07/2020.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Uncoded Placement with Linear Sub-Messages for Private Information Retrieval from Storage Constrained Databases. IEEE Transactions on Communications. Vol. 68, 6039 - 6053. Published, 07/2020.
    https://ieeexplore.ieee.org/document/9145743
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2020). Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks. IEEE Transactions on Communications. Vol. 68, 5283 - 5298. Published, 07/2020.
    https://ieeexplore.ieee.org/document/9133151
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2020). Fundamental Limits of Decentralized Data Shuffling. IEEE Transactions on Information Theory. Vol. 66, 3616 - 3637. Published, 01/13/2020.
    https://ieeexplore.ieee.org/abstract/document/8957...
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2020). Fundamental Limits of Decentralized Data Shuffling. IEEE Transactions on Information Theory. Vol. 66, 3616 - 3637. Published, 01/2020.
    https://ieeexplore.ieee.org/abstract/document/8957...
  • Ming-Chun Lee, Mingyue Ji, Andreas F. Molisch & Nishanth Sastry (2019). Performance of Caching-Based D2D Video Distribution with Measured Popularity Distributions. IEEE. Published, 12/2019.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2019). An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases . IEEE. Published, 12/2019.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2019). A New Design of Private Information Retrieval for Storage Constrained Databases . IEEE. Published, 09/26/2019.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2019). On Coded Caching with Correlated Files . IEEE. Published, 09/26/2019.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2019). Cascaded Coded Distributed Computing on Heterogeneous Networks. IEEE. Published, 09/26/2019.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Giuseppe Caire (2019). A Novel Cache-aided Fog-RAN Architecture . IEEE. Published, 09/26/2019.
  • Minseok Choi, Albert No , Mingyue Ji & Joongheon Kim (2019). Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks . IEEE. Published, 09/09/2019.
  • Ming-Chun Lee, Mingyue Ji, Andreas F. Molisch & Nishanth Sastry (2019). Throughput–Outage Analysis and Evaluation of Cache-Aided D2D Networks With Measured Popularity Distributions. IEEE. Published, 08/21/2019.
  • Xiang Zhang , Nicholas Woolsey & Mingyue Ji (2019). Cache-aided Interference Management Using Hypercube Combinatorial Cache Designs . IEEE. Published, 07/15/2019.
  • Giuseppe Vettigli, Mingyue Ji, Karthikeyan Shanmugam, Jaime Llorca, Antonia M. Tulino & Giuseppe Caire (2019). Efficient Algorithms for Coded Multicasting in Heterogeneous Caching Networks. IEEE. Published, 03/25/2019.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Pablo Piantanida (2018). Fundamental Limits of Distributed Data Shuffling. IEEE Allerton. Published, 10/2018.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2018). A New Combinatorial Design of Coded Distributed Computing. IEEE ISIT. Published, 06/2018.
    https://ieeexplore.ieee.org/document/8437323
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). On the Benefits of Asymmetric Coded Cache Placement in Combination Networks with End-User Caches. IEEE ISIT. Published, 06/2018.
    https://ieeexplore.ieee.org/document/8437462
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2018). Coded Caching in Wireless Device-to-Device Net- works Using a Hypercube Approach. IEEE International Conference on Communciations (ICC) Workshop. Published, 05/2018.
  • Ahmad Rezazadeh Reyhani, Arman Farhang, Mingyue Ji, Rong-Rong Chen & Behrouz Farhang-Boroujeny (2018). Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation. IEEE International Conference on Communciations (ICC) conference. Published, 05/2018.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). Caching in Combination Networks: Novel Multicast Message Generation and Delivery by Leveraging the Network Topology. IEEE International Conference on Communciations (ICC) conference. Published, 05/2018.
  • Mingyue Ji & Rong-Rong Chen (2018). Fundamental Limits of Wireless Distributed Computing Networks. IEEE International Conference on Computer Communications (INFOCOM). Published, 04/2018.
  • Kai Wan, Daniela Tuninetti, Pablo Piantanida & Mingyue Ji (2018). On Combination Networks with Cache-aided Relays and Users. 22nd International ITG Workshop on Smart Antennas. Published, 03/2018.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2018). A New Combinatorial Design of Coded Distributed Computing. ArXiv Preprint. Published, 02/2018.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Pablo Piantanida (2018). A Novel Asymmetric Coded Placement in Combination Networks with end-user Caches. IEEE Information Theory and Application (ITA) Workshop. Published, 02/2018.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). Caching in Combination Networks: A Novel Delivery by Leveraging the Network Topology. ArXiv Preprint. Published, 02/2018.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2018). On the Benefits of Asymmetric Coded Cache Placement in Combination Networks with End-User Caches. ArXiv Preprint. Published, 02/2018.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2017). Device-to-Device Caching Networks with Sub- quadratic Subpacketizations. IEEE Global Communications Conference (GLOBECOM). Published, 12/2017.
  • Nicholas Woolsey, Rong-Rong Chen & Mingyue Ji (2017). Towards Practical File Packetization in Wireless Device-to-Device Caching Networks. ArXiv Preprint. Published, 12/2017.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2017). Novel Outer Bounds for Combination Networks with End-User-Caches. IEEE Information Theory Workshop. Published, 11/2017.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2017). Novel Inner Bounds with Uncoded Cache Placement for Combination Networks with End-User-Caches. 56th Annual Allerton Conference on Communication, Control, and Computing. Published, 10/2017.
  • Kai Wan, Daniela Tuninetti, Mingyue Ji & Pablo Piantanida (2017). State-of-the-art in Cache-aided Combi- nation Networks. The Asilomar Conference on Signals, Systems, and Computers. Published, 10/2017.
  • Kai Wan, Mingyue Ji, Pablo Piantanida & Daniela Tuninetti (2017). Novel outer bounds and inner bounds with uncoded cache placement for combination networks with end-user-caches. ArXiv Preprint. Published, 09/2017.
  • Mingyue Ji, Rong-Rong Chen, Giuseppe Caire & Andreas F. Molisch (2017). Fundamental Limits of Dis- tributed Caching in Multihop D2D Wireless Networks. IEEE International Symposium on Information Theory (ISIT). Published, 06/2017.
  • Mingyue Ji & Rong-Rong Chen (2017). Caching and coded multicasting in slow fading environment. IEEE Wireless Communications and Networking Conference (WCNC). Published, 03/2017.
  • A. S. Cacciapuoti, M. Caleffi, M. Ji, J. Llorca and A. M. Tulino, "Speeding Up Future Video Distribution via Channel-Aware Caching-Aided Coded Multicast," in IEEE Journal on Selected Areas in Communications, vol. 34, no. 8, pp. 2207-2218, Aug. 2016. doi: 10.1109/JSAC.2016.2577198. Published, 08/2016.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...
  • M. Ji, G. Caire and A. F. Molisch, "Fundamental Limits of Caching in Wireless D2D Networks," in IEEE Transactions on Information Theory, vol. 62, no. 2, pp. 849-869, Feb. 2016. doi: 10.1109/TIT.2015.2504556. Published, 02/2016.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&ar...
  • M. Ji, G. Caire and A. F. Molisch, "Wireless Device-to-Device Caching Networks: Basic Principles and System Performance," in IEEE Journal on Selected Areas in Communications, vol. 34, no. 1, pp. 176-189, Jan. 2016. doi: 10.1109/JSAC.2015.2452672. Published, 01/2016.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...
  • M. Ji, G. Caire and A. F. Molisch, "The Throughput-Outage Tradeoff of Wireless One-Hop Caching Networks," in IEEE Transactions on Information Theory, vol. 61, no. 12, pp. 6833-6859, Dec. 2015. doi: 10.1109/TIT.2015.2490226. Published, 12/2015.
    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...
  • A. F. Molisch, G. Caire, D. Ott, J. R. Foerster, D. Bethanabhotla, and M. Ji, “Caching Eliminates the Wireless Bottleneck in Video Aware Wireless Networks,” Advances in Electrical Engineering, vol. 2014, Article ID 261390, 13 pages, 2014. doi:10.1155/2014/261390. Published, 11/2014.
    http://dx.doi.org/10.1155/2014/261390

Research Statement

  • Fundamental limits, code design and algorithms of caching networks with various structures, channel models and communication schemes
  • Distributed storage for big data and interaction between distributed (cloud) storage and content delivery networks
  • Fundamental theory and algorithms of (wireless) distributed computing or "fog computing" systems
  • Theory and algorithms of Internet of Things (IoT) and Device-to-Device (D2D) communications in 5G cellular networks
  • Design of future (not necessarily 5G) wireless cellular networks (e.g., millimeter(mm)-wave communications, Massive MIMO systems)
  • Estimation of user statistic behaviors, especially in a wireless (social) networks
  • Application on the concentration of measure
  • Design of network codes and index codes
  • Interference alignment and opportunistic interference management in wireless cellular networks
  • Cooperative communications
  • Sensor networks
  • Scaling Laws of the capacity of wireless networks
  • Fundamental limits and practical designs of MIMO systems
  • Polarization mode dispersion (PMD) compensations in optical fiber communications
     

Research Keywords

  • Caching Networks
  • Information Theory
  • Distributed Storage
  • Parallel and Distributed Computing
  • Device-to-Device (D2D) Communications
  • Mobile and Wireless Networks
  • Concentration on Meansure
  • Statistical Singal Processing

Presentations

  • Wireless Edge Caching: Fundamental Limits, Practical Challenges, and Opportunities, Broadcom Limited. Invited Talk/Keynote, Presented, 06/2016.
  • Wireless Edge Caching: Fundamental Limits and Practical Challenges, Samsung Semiconductors, Modem Lab. Invited Talk/Keynote, Presented, 06/2015.
  • On the Optimal Rate of Caching and Coded Multicasting with Random Demand, ITA Graduation Day Presentation, La Jolla, CA. Invited Talk/Keynote, Presented, 02/2015.
  • Turning Memory into Bandwidth via Wireless Edge Caching: Fundamental Limits and Practical Challenges, University of Southern California (USC). Invited Talk/Keynote, Presented, 02/2015.
  • Turning Memory into Bandwidth via Wireless Caching: Fundamental Limits and Practical Challenges, New York University (NYU), NY. Invited Talk/Keynote, Presented, 12/2014.
  • Turning Memory into Bandwidth via Wireless Caching: Fundamental Limits and Practical Challenges, Bell Labs, Murray Hill, NJ. Invited Talk/Keynote, Presented, 12/2014.
  • Turning Memory into Bandwidth via Wireless Caching: Fundamental Limits and Practical Challenges, New Jersey Institute of Technology (NJIT). Invited Talk/Keynote, Presented, 12/2014.
  • Throughput-Outage Trade-off in Wireless D2D Caching Networks, DSSD, Inc, CA. Invited Talk/Keynote, Presented, 09/2013.
  • Fundamental Limits of Distributed Caching in Wireless Networks, Stanford University, CA. Invited Talk/Keynote, Presented, 09/2013.
  • Invited to present a talk at 3rd Buffalo Day for 5G and Wireless Internet of Things on November 19, 2021. Invited Talk/Keynote, Presented, 11/19/2021.
  • Invited to present a talk at Caching, Computing and Delivery in Wireless Networks (CCDWN) Workshop as part of WiOpt 2021 on October 18, 2021. Invited Talk/Keynote, Presented, 10/18/2021.
  • 3. Tutorial on “Distributed Function Retrieval: a Storage and Privacy Perspective” with Prof. Daniela Tuninetti and Prof. Hua Sun at the 2021 IEEE International Symposium on Information Theory (ISIT 2021), held (virtually) in Melbourne Australia on July 17 2021. Invited Talk/Keynote, Presented, 07/07/2021.
  • Presented paper titled "Secure Distributed Linearly Separable Computation" at IEEE ISIT 2021. Conference Paper, Refereed, Presented, 07/2021.
  • “On Optimal Load-Memory Tradeoff of Cache-Aided Scalar Linear Function Retrieval”, ITA, San Diego, CA, Feb. 2020. Invited Talk/Keynote, Presented, 02/2020.
  • A New Combinatorial Design of Coded Distributed Computing, IEEE ITA, San Diego, CA. Invited Talk/Keynote, Presented, 02/2018.
  • State-of-the-art in Cache-aided Combination Networks, IEEE Asilomar Conference, Pacific Grove, CA. Invited Talk/Keynote, Presented, 10/2017.
  • Distributed device-to-device caching networks: fundamental understandings under simple models, ITA, 2017 . Invited Talk/Keynote, Presented, 02/14/2017.
    http://ita.ucsd.edu/workshop/17/files/abstract/abs...

Research Groups

  • Camden K. Ewell, Undergraduate Student. ECE. 08/2020 - 05/2021.
  • Ye Zhou, Undergraduate Student. ECE. 08/2020 - 05/2021.
  • Bryan Hatasaka, Graduate Student. Electrical and Computer Engineering. 08/2019 - present.
  • Jiayi Wang, Graduate Student. Electrical and Computer Engineering. 08/2019 - present.
  • Garrick Clegg, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Thomas Van Hook, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Jason Stauffer, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Katlynne Bills, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Yu-Hsiang (Jerry) Hu, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Mary Richardson, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Michael Crabtree, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - 04/2020.
  • Xintong (Tiffany) Liu, Undergraduate Student. Electrical and Computer Engineering. 08/2019 - present.
  • Jake Maschoff , Graduate Student. Electrical and Computer Engineering. 08/2019 - 05/2020.
  • Sean Hammond, Graduate Student. Electrical and Computer Engineering. 08/2019 - 05/2020.
  • Xiang Zhang, Graduate Student. ECE/Electrical Engienering. 01/08/2018 - present.
  • Nicholas Woolsey, Graduate Student. Electrical and Computer Engineering. 12/01/2016 - 01/2021.
  • RADHA JAGUVAKANNAN, Graduate Student. Electrical and Computer Engineering. 12/01/2016 - 08/01/2017.
  • RAMYA SELVAN, Graduate Student. 11/01/2016 - 12/15/2017.

Languages

  • English, fluent.
  • Mandarin Chinese, fluent.

Google Scholar Profile