Kangwook Lee
Orcid: 0000-0002-3360-9678Affiliations:
- University of Wisconsin Madison, WI, USA
- Korea Advanced Institute of Science and Technology, Daejeon, South Korea (2016 - 2019)
- University of California Berkeley, CA, USA (PhD 2016)
According to our database1,
Kangwook Lee
authored at least 83 papers
between 2011 and 2024.
Collaborative distances:
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Bibliography
2024
Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Trans. Mach. Learn. Res., 2024
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data.
CoRR, 2024
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Vector-Valued Variation Spaces and Width Bounds for DNNs: Insights on Weight Decay Regularization.
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Online Federated Learning based Object Detection across Autonomous Vehicles in a Virtual World.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Addendum and Erratum to "The MDS Queue: Analysing the Latency Performance of Erasure Codes".
IEEE Trans. Inf. Theory, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Second Workshop on Language Technology for Equality, 2022
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
2021
Mach. Vis. Appl., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Applying the Deep Learning Method for Simulating Outcomes of Educational Interventions.
SN Comput. Sci., 2020
Accordion: Adaptive Gradient Communication via Critical Learning Regime Identification.
CoRR, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing Based on Sparse-Graph Codes.
IEEE Trans. Signal Process., 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Simulating outcomes of interventions using a multipurpose simulation program based on the evolutionary causal matrices and Markov chain.
Knowl. Inf. Syst., 2018
IEEE J. Sel. Top. Signal Process., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Straggler-Proofing Massive-Scale Distributed Matrix Multiplication with D-Dimensional Product Codes.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings.
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
2017
IEEE/ACM Trans. Netw., 2017
PhaseCode: Fast and Efficient Compressive Phase Retrieval Based on Sparse-Graph Codes.
IEEE Trans. Inf. Theory, 2017
IEEE Trans. Inf. Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Asynchronous and noncoherent neighbor discovery for the IoT using sparse-graph codes.
Proceedings of the IEEE International Conference on Communications, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
SAFFRON: A fast, efficient, and robust framework for group testing based on sparse-graph codes.
Proceedings of the IEEE International Symposium on Information Theory, 2016
2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
PhaseCode: Fast and efficient compressive phase retrieval based on sparse-graph codes.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
A VoD System for Massively Scaled, Heterogeneous Environments: Design and Implementation.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013
2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011