Heewon Kim

Orcid: 0000-0002-0377-2044

According to our database¹, Heewon Kim authored at least 48 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

Divide and Cache: Design and Implementation of Control Plane Framework for Private 5G.

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[DOI]

IEEE Trans. Netw. Serv. Manag., April, 2024

Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning.

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[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Utility-based sampling rate allocation in in-band network telemetry for high network visibility.

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[DOI]

ICT Express, February, 2024

Learning Controllable ISP for Image Enhancement.

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[DOI]

Heewon Kim

Kyoung Mu Lee

IEEE Trans. Image Process., 2024

The BTS ARMY on Twitter flocks together: How transnational fandom on social media build a viable system.

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[DOI]

Telematics Informatics, 2024

Learning with Noisy Labels: Interconnection of Two Expectation-Maximizations.

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CoRR, 2024

Multi-task Aware Resource Efficient Traffic Classification via in-Network Inference.

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[DOI]

Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 2024

Frequency-Aware and Item-Wise In-band Network Telemetry for Per-flow Measurement.

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[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

Rank-Based Traffic Classification for QoS: In-Network Inference Approach.

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[DOI]

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

In-Orbit Aggregator-Empowered Federated Learning Framework for Satellite and Terrestrial-Integrated Networks.

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[DOI]

Proceedings of the International Conference on Information Networking, 2024

Quantized In-band Network Telemetry for Low Bandwidth Overhead Monitoring.

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Proceedings of the 20th International Conference on Network and Service Management, 2024

2023

Straggler-Aware In-Network Aggregation for Accelerating Distributed Deep Learning.

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[DOI]

IEEE Trans. Serv. Comput., 2023

Multi-Tenancy- and Redundancy-Aware In-Network Aggregation using Programmable Switches.

[BibT_eX]

[DOI]

IEEE Netw., 2023

NERDS: A General Framework to Train Camera Denoisers from Raw-RGB Noisy Image Pairs.

[BibT_eX]

[DOI]

Heewon Kim

Kyoung Mu Lee

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Traffic-Aware In-Network Aggregation Placement for Multi-Tenant Distributed Machine Learning.

[BibT_eX]

[DOI]

Heewon Kim

Hochan Lee

Sangheon Pack

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Poster: Adaptive In-Network Inference using Early-Exits.

[BibT_eX]

[DOI]

Heewon Kim

Seongyeon Yoon

Sangheon Pack

Proceedings of the 6th on European P4 Workshop, 2023

Quantization-Aware In-Network Aggregation for Minimizing Communication Overhead.

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[DOI]

Proceedings of the Companion of the 19th International Conference on emerging Networking EXperiments and Technologies, 2023

Divide and Cache: A Novel Control Plane Framework for Private 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Fine-grained neural architecture search for image super-resolution.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

Controllable Image Enhancement.

[BibT_eX]

[DOI]

Heewon Kim

Kyoung Mu Lee

CoRR, 2022

Batch Normalization Tells You Which Filter is Important.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks.

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[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution.

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[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Attentive Fine-Grained Structured Sparsity for Image Restoration.

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[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report.

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[DOI]

CoRR, 2021

Searching for Controllable Image Restoration Networks.

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[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Motion-Aware Dynamic Architecture for Efficient Frame Interpolation.

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[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Real-Time Video Super-Resolution on Smartphones With Deep Learning, Mobile AI 2021 Challenge: Report.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

DAQ: Distribution-Aware Quantization for Deep Image Super-Resolution Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Meta-Learning with Adaptive Hyperparameters.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

BeActive: Encouraging Physical Activities with Just-in-time Health Intervention and Micro Financial Incentives.

[BibT_eX]

[DOI]

Leontios J. Hadjileontiadis

Proceedings of the AsianCHI '20: Proceedings of the 2020 Symposium on Emerging Research from Asia and on Asian Contexts and Cultures, 2020

Channel Attention Is All You Need for Video Frame Interpolation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fine-Grained Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2019

The Role of Status Differentials and Homophily in the Formation of Social Support Networks of a Voluntary Organization.

[BibT_eX]

[DOI]

Sun Kyong Lee

Heewon Kim

Cameron W. Piercy

Commun. Res., 2019

Investigating the Role of Control and Support Mechanisms in Members' Sense of Virtual Community.

[BibT_eX]

[DOI]

Jennifer L. Gibbs

Heewon Kim

Seol Ki

Commun. Res., 2019

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Going Anonymous: Uses and Perceptions of Anonymous Social Media in an IT Organization.

[BibT_eX]

[DOI]

Heewon Kim

Craig R. Scott

Proceedings of the 9th International Conference on Social Media and Society, 2018

An adaptive data placement strategy in scientific workflows over cloud computing environments.

[BibT_eX]

[DOI]

Heewon Kim

Yoonhee Kim

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Task-Aware Image Downscaling.

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[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Investigation on Low Voltage Operation of Electrovibration Display.

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[DOI]

IEEE Trans. Haptics, 2017

An Experiment of the Malkus-Lorenz Waterwheel and Its Measurement by Image Processing.

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[DOI]

Int. J. Bifurc. Chaos, 2017

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results.

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[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Enhanced Deep Residual Networks for Single Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

iSDF: An integrated software-defined computing framework for scientific experiments.

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[DOI]

Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

2015

Method for Providing Electrovibration with Uniform Intensity.

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[DOI]

IEEE Trans. Haptics, 2015

2012

Smooth Vibrotactile Flow Generation Using Two Piezoelectric Actuators.

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[DOI]

IEEE Trans. Haptics, 2012

2011

Preliminary study for smoother vibrotactile flow generation on thin plates by using piezoelectric actuators.

[BibT_eX]

[DOI]

Proceedings of the IEEE World Haptics Conference, 2011

Heewon Kim

Timeline

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On csauthors.net:

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