Hayoung Choi

35 papers A* 2B 3Misc 1Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Low T-Phase Rank Approximation of Third Order Tensors.
CoRR
TaeHyeong Kim, Hayoung Choi, Yimin Wei
2025 J jnl
Bridging KAN and MLP: MJKAN, a Hybrid Architecture with Both Efficiency and Expressiveness.
CoRR
Hanseon Joo, Hayoung Choi, Ook Lee, Minjong Cheon
2025 J jnl
Bridging KAN and MLP: MJKAN, a hybrid architecture with both efficiency and expressiveness.
ICT Express
Hanseon Joo, Hayoung Choi, Ook Lee, Minjong Cheon
2025 J jnl
Local stress fields prediction using global displacement through Fourier neural operators.
J. Comput. Des. Eng.
Minwoo Shin, Minjee Seo, Hayoung Choi, Jaemin Jung, Kyungho Yoon
2025 J jnl
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks.
CoRR
Hyungu Lee, TaeHyeong Kim, Hayoung Choi
2025 J jnl
Recursive reservoir concatenation for salt-and-pepper denoising.
Pattern Recognit.
In-mo Lee, Yoojeung Kim, Taehoon Kim, Hayoung Choi, Seung Yeop Yang, Yunho Kim
2025 A* conf
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis.
ICLR
Hyunwoo Lee, Hayoung Choi, Hyunju Kim
2025 J jnl
Signal Preserving Weight Initialization for Odd-Sigmoid Activations.
CoRR
Hyunwoo Lee, Hayoung Choi, Hyunju Kim
2025 J jnl
The tensor phase under a tensor-tensor product.
Comput. Appl. Math.
Jiadong Ding, Hayoung Choi, Yimin Wei, Pengpeng Xie
2024 J jnl
Geometric mean for T-positive definite tensors and associated Riemannian geometry.
CoRR
Jeong-Hoon Ju, TaeHyeong Kim, Yeongrak Kim, Hayoung Choi
2024 J jnl
Improved identification of breakpoints in piecewise regression and its applications.
CoRR
TaeHyeong Kim, Hyungu Lee, Hayoung Choi
2024 J jnl
Improved weight initialization for deep and narrow feedforward neural network.
Neural Networks
Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi
2024 J jnl
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis.
CoRR
Hyunwoo Lee, Hayoung Choi, Hyunju Kim
2023 J jnl
Improved weight initialization for deep and narrow feedforward neural network.
CoRR
Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi
2022 J jnl
Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.
IEEE Trans. Wirel. Commun.
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
2022 J jnl
Choice of an initial guess for Newton's method to solve nonlinear differential equations.
Comput. Math. Appl.
Hayoung Choi, Sang Dong Kim, Byeong-Chun Shin
2022 — conf
Hardware-Efficient Barrel Shifter Design Using Customized Dynamic Logic Based MUX.
ISOCC
Dain Chon, Yoojeong Yang, Hayoung Choi, Woong Choi
2022 J jnl
Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection.
IEEE Trans. Commun.
Min Fu, Tao Jiang, Hayoung Choi, Yong Zhou, Yuanming Shi
2021 J jnl
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.
CoRR
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
2021 J jnl
Large-Scale Beamforming for Massive MIMO via Randomized Sketching.
IEEE Trans. Veh. Technol.
Hayoung Choi, Tao Jiang, Yuanming Shi, Xuan Liu, Yong Zhou, Khaled B. Letaief
2020 J jnl
An Algebraic-Geometric Approach for Linear Regression Without Correspondences.
IEEE Trans. Inf. Theory
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
2020 J jnl
Catalan-like number sequences and Hausdorff moment sequences.
Discret. Math.
Hayoung Choi, Yeong-Nan Yeh, Seonguk Yoo
2019 Misc conf
Algebraically-initialized Expectation Maximization for Header-free Communication.
ICASSP
Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi
2019 J jnl
Comparing large-scale graphs based on quantum probability theory.
Appl. Math. Comput.
Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi
2019 J jnl
Large-Scale Beamforming for Massive MIMO via Randomized Sketching.
CoRR
Hayoung Choi, Tao Jiang, Yuanming Shi
2019 B conf
Randomized Sketching Based Beamforming for Massive MIMO.
GLOBECOM
Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi
2018 J jnl
An Algebraic-Geometric Approach to Shuffled Linear Regression.
CoRR
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
2018 B conf
Comparing Massive Networks via Moment Matrices.
ISIT
Hayoung Choi, Yifei Shen, Yuanming Shi
2018 J jnl
Comparing large-scale graphs based on quantum probability theory.
CoRR
Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi
2018 J jnl
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations.
CoRR
Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi
2018 J jnl
Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents.
IEEE Access
Hayoung Choi, Seunghyun Oh, Sungchul Choi, Janghyeok Yoon
2018 B conf
Permuted Linear Model for Header-Free Communication via Symmetric Polynomials.
ISIT
Xuming Song, Hayoung Choi, Yuanming Shi
2018 — conf
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices.
GlobalSIP
Hayoung Choi, Xuming Song, Yuanming Shi
2018 A* conf
TCEP: Traffic Consolidation for Energy-Proportional High-Radix Networks.
ISCA
Gwangsun Kim, Hayoung Choi, John Kim
2017 — conf
Semantic virtualization for Edge-IoT cloud: issues and challenges.
CAN@CoNEXT
Si Young Jang, Hayoung Choi, Yoonhyung Lee, Byoungheon Shin, Dongman Lee