Haewon Jeong

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Topics

Matrix Multiplication

Missing Attribute Values

Neural Network Training

Top Venues

Publications

Jin Lee, Sofia Gonzalez-Garcia, Zheng Zhang, Haewon Jeong
Coded Computing Meets Quantum Circuit Simulation: Coded Parallel Tensor Network Contraction Algorithm. CoRR (2024)
Sajani Vithana, Viveck R. Cadambe, Flávio P. Calmon, Haewon Jeong
Correlated Privacy Mechanisms for Differentially Private Distributed Mean Estimation. CoRR (2024)
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
A Survey on Data Selection for Language Models. CoRR (2024)
Youngseok Yoon, Dainong Hu, Iain Weissburg, Yao Qin, Haewon Jeong
ReDiFine: Reusable Diffusion Finetuning for Mitigating Degradation in the Chain of Diffusion. CoRR (2024)
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
A Survey on Data Selection for Language Models. Trans. Mach. Learn. Res. 2024 (2024)
Quang Minh Nguyen, Iain Weissburg, Haewon Jeong
Coded Computing for Fault-Tolerant Parallel QR Decomposition. CoRR (2023)
Viveck R. Cadambe, Haewon Jeong, Flávio P. Calmon
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise. ISIT (2023)
Viveck R. Cadambe, Ateet Devulapalli, Haewon Jeong, Flávio P. Calmon
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise. CoRR (2023)
Ateet Devulapalli, Viveck R. Cadambe, Flávio P. Calmon, Haewon Jeong
Differentially Private Distributed Matrix Multiplication: Fundamental Accuracy-Privacy Trade-Off Limits. ISIT (2022)
Haewon Jeong, Hao Wang, Flávio P. Calmon
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. AAAI (2022)
Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, P. Winston Michalak, Shahab Asoodeh, Flávio P. Calmon
Beyond Adult and COMPAS: Fairness in Multi-Class Prediction. CoRR (2022)
Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, Peter Michalák, Shahab Asoodeh, Flávio P. Calmon
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection. NeurIPS (2022)
Haewon Jeong, Ateet Devulapalli, Viveck R. Cadambe, Flávio du Pin Calmon
ϵ-Approximate Coded Matrix Multiplication Is Nearly Twice as Efficient as Exact Multiplication. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Haewon Jeong, Ateet Devulapalli, Viveck R. Cadambe, Flávio P. Calmon
ε-Approximate Coded Matrix Multiplication is Nearly Twice as Efficient as Exact Multiplication. CoRR (2021)
Viveck R. Cadambe, Flávio P. Calmon, Ateet Devulapalli, Haewon Jeong
E-Approximate Coded Matrix Multiplication is Nearly Twice as Efficient as Exact Multiplication. ISIT (2021)
Haewon Jeong, Hao Wang, Flávio P. Calmon
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. CoRR (2021)
Haewon Jeong, Yaoqing Yang, Vipul Gupta, Christian Engelmann, Tze Meng Low, Viveck R. Cadambe, Kannan Ramchandran, Pulkit Grover
3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication. Euro-Par (2020)
Sanghamitra Dutta, Haewon Jeong, Yaoqing Yang, Viveck R. Cadambe, Tze Meng Low, Pulkit Grover
Addressing Unreliability in Emerging Devices and Non-von Neumann Architectures Using Coded Computing. Proc. IEEE 108 (8) (2020)
Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover
On the Optimal Recovery Threshold of Coded Matrix Multiplication. IEEE Trans. Inf. Theory 66 (1) (2020)
Quang Minh Nguyen, Haewon Jeong, Pulkit Grover
Coded QR Decomposition. ISIT (2020)
Haewon Jeong, Pulkit Grover
Energy-Adaptive Error Correcting for Dynamic and Heterogeneous Networks. Proc. IEEE 107 (4) (2019)
Haewon Jeong, Yaoqing Yang, Pulkit Grover
Systematic Matrix Multiplication Codes. ISIT (2019)
Yuk Wong, Yuqiu Zhang, Haewon Jeong, Pulkit Grover
Robust Molecular Dynamics Simulations Using Coded FFT Algorithm. ICASSP (2019)
Haewon Jeong, Tze Meng Low, Pulkit Grover
Masterless Coded Computing: A Fully-Distributed Coded FFT Algorithm. Allerton (2018)
Haewon Jeong, Fangwei Ye, Pulkit Grover
Locally Recoverable Coded Matrix Multiplication. Allerton (2018)
Sanghamitra Dutta, Ziqian Bai, Haewon Jeong, Tze Meng Low, Pulkit Grover
A Unified Coded Deep Neural Network Training Strategy based on Generalized PolyDot codes. ISIT (2018)
Sanghamitra Dutta, Ziqian Bai, Haewon Jeong, Tze Meng Low, Pulkit Grover
A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication. CoRR (2018)
Utsav Sheth, Sanghamitra Dutta, Malhar Chaudhari, Haewon Jeong, Yaoqing Yang, Jukka Kohonen, Teemu Roos, Pulkit Grover
An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation. IEEE BigData (2018)
Haewon Jeong, Tze Meng Low, Pulkit Grover
Coded FFT and Its Communication Overhead. CoRR (2018)
Utsav Sheth, Sanghamitra Dutta, Malhar Chaudhari, Haewon Jeong, Yaoqing Yang, Jukka Kohonen, Teemu Roos, Pulkit Grover
An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation. CoRR (2018)
Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover
On the Optimal Recovery Threshold of Coded Matrix Multiplication. CoRR (2018)
Mohammad Fahim, Haewon Jeong, Farzin Haddadpour, Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover
On the optimal recovery threshold of coded matrix multiplication. Allerton (2017)
Haewon Jeong, Christopher G. Blake, Pulkit Grover
Energy-adaptive polar codes: Trading off reliability and decoder circuit energy. ISIT (2017)
Haewon Jeong, Pulkit Grover
Energy-adaptive codes. Allerton (2015)
Pulkit Grover, Jeffrey A. Weldon, Shawn K. Kelly, Praveen Venkatesh, Haewon Jeong
An information theoretic technique for harnessing attenuation of high spatial frequencies to design ultra-high-density EEG. Allerton (2015)
Eunyoung Jeong, Shinae Woo, Muhammad Asim Jamshed, Haewon Jeong, Sunghwan Ihm, Dongsu Han, KyoungSoo Park
mTCP: a Highly Scalable User-level TCP Stack for Multicore Systems. NSDI (2014)
Haewon Jeong, Si-Hyeon Lee, Sae-Young Chung
Flashcast. APCC (2012)