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Journal Papers

  • Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
    Seongjun Yang, Gibbeum Lee, Jaewoong Cho, Dimitris Papailiopoulos, Kangwook Lee
    Transactions on Machine Learning Research (TMLR) 2024
  • Hierarchical Deep Reinforcement Learning-based Propofol Infusion Assistant Framework in Anesthesia
    Won Joon Yun, MyungJae Shin, David Mohaisen, Kangwook Lee, and Joongheon Kim
    IEEE Transactions on Neural Networks and Learning Systems, 2022
  • Addendum and Erratum to “The MDS Queue: Analysing the Latency Performance of Erasure Codes”
    Kangwook Lee, Nihar Shah, Longbo Huang, and Kannan Ramchandran
    IEEE Transactions on Information Theory, 2022
  • The Roaming Edge and its Applications
    Suman Banerjee, Remzi Arpaci-Dusseau, Shenghong Dai, Kassem Fawaz, Mohit Gupta, Kangwook Lee, and Shivaram Venkataraman
    GetMobile: Mobile Computing and Communications, Volume 25, Issue 4, December 2021
  • Predicting Vehicle Collisions using Data Collected from Video Games
    Hoon Kim*, Kangwook Lee*, and Changho Suh
    Springer Machine Vision and Applications 2021
  • SAFFRON: Sparse-Graph Code Framework for Group Testing
    Kangwook Lee, Kabir Chandrasekher, Ramtin Pedarsani, and Kannan Ramchandran
    IEEE Transactions on Signal Processing 2019
  • Community Recovery in Hypergraphs
    Kwangjun Ahn*, Kangwook Lee*, and Changho Suh
    IEEE Transactions on Information Theory 2019
  • Hypergraph Spectral Clustering in the Weighted Stochastic Block Model
    Kwangjun Ahn, Kangwook Lee, and Changho Suh
    IEEE Journal of Selected Topics in Signal Processing, October 2018
  • Speeding Up Distributed Machine Learning Using Codes
    Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris Papailiopoulos, and Kannan 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
    Ramtin Pedarsani, Dong Yin, Kangwook Lee, and Kannan Ramchandran
    IEEE Transactions on Information Theory, June 2017
  • The MDS Queue: Analysing the Latency Performance of Erasure Codes
    Kangwook Lee, Nihar Shah, Longbo Huang, and Kannan Ramchandran
    IEEE Transactions on Information Theory, May 2017
  • On Scheduling Redundant Requests With Cancellation Overheads
    Kangwook Lee, Ramtin Pedarsani, and Kannan Ramchandran*
    IEEE/ACM Transactions on Networking, April 2017
  • When Do Redundant Requests Reduce Latency?
    Nihar Shah, Kangwook Lee, and Kannan Ramchandran*
    IEEE Transactions on Communications, February 2016