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Journal Papers

  • Hierarchical Deep Reinforcement Learning-based Propofol Infusion Assistant Framework in Anesthesia
    WJ. Yun, MJ. Shin, D. Mohaisen, K. Lee, and J. Kim
    IEEE Transactions on Neural Networks and Learning Systems, 2022
  • Addendum and Erratum to “The MDS Queue: Analysing the Latency Performance of Erasure Codes”
    K. Lee, N. Shah, L. Huang, and K. Ramchandran
    IEEE Transactions on Information Theory, 2022
  • The Roaming Edge and its Applications
    S. Banerjee, R. Arpaci-Dusseau, S. Dai, K. Fawaz, M. Gupta, K. Lee, S. Venkataraman
    GetMobile: Mobile Computing and Communications, Volume 25, Issue 4, December 2021
  • Predicting Vehicle Collisions using Data Collected from Video Games
    H. Kim*, K. Lee*, G. Hwang, and C. Suh
    Springer Machine Vision and Applications 2021
  • SAFFRON: Sparse-Graph Code Framework for Group Testing
    K. Lee, K. Chandrasekher, R. Pedarsani, and K. Ramchandran
    IEEE Transactions on Signal Processing 2019
  • Community Recovery in Hypergraphs
    K. Ahn*, K. Lee*, and C. Suh
    IEEE Transactions on Information Theory 2019
  • Hypergraph Spectral Clustering in the Weighted Stochastic Block Model
    K. Ahn, K. Lee, and C. Suh
    IEEE Journal of Selected Topics in Signal Processing, October 2018
  • Speeding Up Distributed Machine Learning Using Codes
    K. Lee, M. Lam, R. Pedarsani, D. Papailiopoulos, and K. Ramchandran
    IEEE Transactions on Information Theory, January 2018
    The Joint Communications Society/Information Theory Society Paper Award, 2020
  • PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph-Codes
    R. Pedarsani, D. Yin, K. Lee, and K. Ramchandran
    IEEE Transactions on Information Theory, June 2017
  • The MDS Queue: Analysing the Latency Performance of Erasure Codes
    K. Lee, N. Shah, L. Huang, and K. Ramchandran
    IEEE Transactions on Information Theory, May 2017
  • On Scheduling Redundant Requests With Cancellation Overheads
    K. Lee, R. Pedarsani, and K. Ramchandran
    IEEE/ACM Transactions on Networking, April 2017
  • When Do Redundant Requests Reduce Latency?
    N. Shah, K. Lee, and K. Ramchandran
    IEEE Transactions on Communications, February 2016