Haewon Jeong

According to our database, Haewon Jeong authored at least 29 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Jin Lee, Sofia Gonzalez-Garcia, Zheng Zhang, Haewon Jeong

CoRR, 2024

A Survey on Data Selection for Language Models.

Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang

CoRR, 2024

2023

Coded Computing for Fault-Tolerant Parallel QR Decomposition.

Quang Minh Nguyen, Iain Weissburg, Haewon Jeong

CoRR, 2023

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

Viveck R. Cadambe, Ateet Devulapalli, Haewon Jeong, Flávio P. Calmon

CoRR, 2023

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

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.

Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, P. Winston Michalak, Shahab Asoodeh, Flávio P. Calmon

CoRR, 2022

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

Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, Peter Michalák, Shahab Asoodeh, Flávio P. Calmon

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.

Ateet Devulapalli, Viveck R. Cadambe, Flávio P. Calmon, Haewon Jeong

Proceedings of the IEEE International Symposium on Information Theory, 2022

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

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.

Haewon Jeong, Ateet Devulapalli, Viveck R. Cadambe, Flávio P. Calmon

IEEE J. Sel. Areas Inf. Theory, 2021

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

Viveck R. Cadambe, Flávio P. Calmon, Ateet Devulapalli, Haewon Jeong

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

On the Optimal Recovery Threshold of Coded Matrix Multiplication.

Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover

IEEE Trans. Inf. Theory, 2020

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

Sanghamitra Dutta, Haewon Jeong, Yaoqing Yang, Viveck R. Cadambe, Tze Meng Low, Pulkit Grover

Proc. IEEE, 2020

Coded QR Decomposition.

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.

Haewon Jeong, Yaoqing Yang, Vipul Gupta, Christian Engelmann, Tze Meng Low, Viveck R. Cadambe, Kannan Ramchandran, Pulkit Grover

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

2019

Energy-Adaptive Error Correcting for Dynamic and Heterogeneous Networks.

Haewon Jeong, Pulkit Grover

Proc. IEEE, 2019

Systematic Matrix Multiplication Codes.

Haewon Jeong, Yaoqing Yang, Pulkit Grover

Proceedings of the IEEE International Symposium on Information Theory, 2019

Robust Molecular Dynamics Simulations Using Coded FFT Algorithm.

Yuk Wong, Yuqiu Zhang, Haewon Jeong, Pulkit Grover

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.

Sanghamitra Dutta, Ziqian Bai, Haewon Jeong, Tze Meng Low, Pulkit Grover

CoRR, 2018

Coded FFT and Its Communication Overhead.

Haewon Jeong, Tze Meng Low, Pulkit Grover

CoRR, 2018

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

Sanghamitra Dutta, Ziqian Bai, Haewon Jeong, Tze Meng Low, Pulkit Grover

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.

Utsav Sheth, Sanghamitra Dutta, Malhar Chaudhari, Haewon Jeong, Yaoqing Yang, Jukka Kohonen, Teemu Roos, Pulkit Grover

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

Locally Recoverable Coded Matrix Multiplication.

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.

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.

Haewon Jeong, Christopher G. Blake, Pulkit Grover

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

2015

Energy-adaptive codes.

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.

Pulkit Grover, Jeffrey A. Weldon, Shawn K. Kelly, Praveen Venkatesh, Haewon Jeong

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

2014

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

Eunyoung Jeong, Shinae Woo, Muhammad Asim Jamshed, Haewon Jeong, Sunghwan Ihm, Dongsu Han, KyoungSoo Park

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

2012

Flashcast.

Haewon Jeong, Si-Hyeon Lee, Sae-Young Chung

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