Haewon Jeong

Orcid: 0009-0008-3254-4834

According to our database¹, Haewon Jeong authored at least 32 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

A Survey on Data Selection for Language Models.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2024

LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education.

[BibT_eX]

[DOI]

CoRR, 2024

ReDiFine: Reusable Diffusion Finetuning for Mitigating Degradation in the Chain of Diffusion.

[BibT_eX]

[DOI]

CoRR, 2024

Correlated Privacy Mechanisms for Differentially Private Distributed Mean Estimation.

[BibT_eX]

[DOI]

CoRR, 2024

Coded Computing Meets Quantum Circuit Simulation: Coded Parallel Tensor Network Contraction Algorithm.

[BibT_eX]

[DOI]

Jin Lee

Zheng Zhang

Sofía González-García

Haewon Jeong

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Coded Computing for Fault-Tolerant Parallel QR Decomposition.

[BibT_eX]

[DOI]

Quang Minh Nguyen

Iain Weissburg

Haewon Jeong

CoRR, 2023

Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise.

[BibT_eX]

[DOI]

CoRR, 2023

Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise.

[BibT_eX]

[DOI]

Viveck R. Cadambe

Haewon Jeong

Flávio P. Calmon

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Beyond Adult and COMPAS: Fairness in Multi-Class Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Differentially Private Distributed Matrix Multiplication: Fundamental Accuracy-Privacy Trade-Off Limits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values.

[BibT_eX]

[DOI]

Haewon Jeong

Hao Wang

Flávio P. Calmon

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

ϵ-Approximate Coded Matrix Multiplication Is Nearly Twice as Efficient as Exact Multiplication.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

E-Approximate Coded Matrix Multiplication is Nearly Twice as Efficient as Exact Multiplication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

On the Optimal Recovery Threshold of Coded Matrix Multiplication.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Addressing Unreliability in Emerging Devices and Non-von Neumann Architectures Using Coded Computing.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Coded QR Decomposition.

[BibT_eX]

[DOI]

Quang Minh Nguyen

Haewon Jeong

Pulkit Grover

Proceedings of the IEEE International Symposium on Information Theory, 2020

3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2019

Energy-Adaptive Error Correcting for Dynamic and Heterogeneous Networks.

[BibT_eX]

[DOI]

Haewon Jeong

Pulkit Grover

Proc. IEEE, 2019

Systematic Matrix Multiplication Codes.

[BibT_eX]

[DOI]

Haewon Jeong

Yaoqing Yang

Pulkit Grover

Proceedings of the IEEE International Symposium on Information Theory, 2019

Robust Molecular Dynamics Simulations Using Coded FFT Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication.

[BibT_eX]

[DOI]

CoRR, 2018

Coded FFT and Its Communication Overhead.

[BibT_eX]

[DOI]

Haewon Jeong

Tze Meng Low

Pulkit Grover

CoRR, 2018

A Unified Coded Deep Neural Network Training Strategy based on Generalized PolyDot codes.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Locally Recoverable Coded Matrix Multiplication.

[BibT_eX]

[DOI]

Haewon Jeong

Fangwei Ye

Pulkit Grover

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Masterless Coded Computing: A Fully-Distributed Coded FFT Algorithm.

[BibT_eX]

[DOI]

Haewon Jeong

Tze Meng Low

Pulkit Grover

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Energy-adaptive polar codes: Trading off reliability and decoder circuit energy.

[BibT_eX]

[DOI]

Haewon Jeong

Christopher G. Blake

Pulkit Grover

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2015

Energy-adaptive codes.

[BibT_eX]

[DOI]

Haewon Jeong

Pulkit Grover

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

An information theoretic technique for harnessing attenuation of high spatial frequencies to design ultra-high-density EEG.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

mTCP: a Highly Scalable User-level TCP Stack for Multicore Systems.

[BibT_eX]

[DOI]

Eunyoung Jeong

Shinae Woo

Muhammad Asim Jamshed

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

2012

Flashcast.

[BibT_eX]

[DOI]

Haewon Jeong

Si-Hyeon Lee

Sae-Young Chung

Proceedings of the 18th Asia-Pacific Conference on Communications, 2012

Haewon Jeong

Timeline

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On csauthors.net:

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