Publications

RESEARCH PAPERS  (Click to move)

Submitted

1. Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Network
   Hyungu Lee, Taehyeong Kim, Hayoung Choi (2025/9)

2. Low T-phase rank approximation of tensors using T-product and geometric mean  
   Taehyeong Kim , Hayoung Choi, Yimin Wei (2025/1)

3. Improved identification of breakpoints in piecewise regression and its applications
   Taehyeong Kim, Hyungu Lee, Hayoung Choi (2025/1)

4. Geometric mean for T-positive definite tensors and associated Riemannian geometry
   Jeong-Hoon Ju, Taehyeong Kim, Yeongrak Kim, Hayoung Choi (2024/3)

5. Monotony of a Modified Newton’s Method for Solving a Matrix Polynomial Equation
   Taehyeong Kim, Jeong-Hoon Ju , Sang-Hyup Seo, Hyun-Min Kim (2024/2)

6. A New Formula of the Determinant Tensor with Symmetries
   Jeong-Hoon Ju , Taehyeong Kim , Yeongrak Kim (2023/3)

Published

1. Finding Tensor Decompositions with Sparse Optimization
   Taehyeong Kim, Jeong-Hoon Ju , Yeongrak Kim, Journal of the Korean Mathematical Society (2025/1/1)

2. On the square root of quasi-toeplitz M-matrices
   Taehyeong Kim, Jie Meng, Hyun-Min Kim, Journal of Nonlinear and Convex Analysis (2024/12/17)

3. Visual Field Prediction using a Deep Bidirectional Gated Recurrent Unit Network Model
   Hwayeong Kim, Jiwoong Lee,  Sangwoo Moon, Sangil Kim, Taehyeong Kim, Sang Wook Jin, Jung Lim Kim, Jonghoon Shin, Seung Uk Lee, Geunsoo Jang, Yuanmeng Hu, Jeong Rye Park
   Scientific Reports, (2023/7/10)

4. Data preprocessing and augmentation improved visual field prediction of recurrent neural network with multi-central datasets
   Jeong Rye Park, Sangil Kim, Taehyeong Kim, Sang Wook Jin, Jung Lim Kim, Jonghoon Shin, Seung Uk Lee, Geunsoo Jang, Yuanmeng Hu, Ji Woong Lee Ophthalmic Research, (2023/5/19)

5. Neural mechanism mimetic selective electronic nose based on programmed M13 bacteriophage
   Jong-Min Lee,Vasanthan Devaraj, Na-Na Jeong, Yujin Lee, Ye-Ji Kim, Taehyeong Kim, Seung Heon Yi, Won-Geun Kim, Eun Jung Choi, Hyun-Min Kim, Chulhun L.Chang, Chuanbin Mao, and Jin-Woo Oh
   Biosensors and Bioelectronics, 196,113693 (2022/1/15)

6. On Newton's Method for Solving a System of Nonlinear Matrix Equations
   Taehyeong Kim, Sang-Hyup Seo, Hyun-Min Kim
   East Asian Mathematical Journal, 35(3), 341-349 (2019)

Book chapter

1. Development of Algorithm Improving Label Arrangements in Offset Printing  
   Geun Soo Jang, Taehyeong Kim, Hyun-Min Kim, Ki Man Kong, Jeong Rye Park, Jong-Hyeon Seo, Sang-Hyup Seo, Shin Won Yoon
   Proceedings of the Forum" Math-for-Industry" 2019: Mathematics for the Primary Industries and the Environment, 143-157, (2022/9/11)