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TaeKyun Kim

Korea Advanced Institute of Science and Technology · Engineering

About the Lab

Professor TaeKyun Kim's research lab specializes in advanced data analysis and pattern recognition, with a strong focus on multilinear algebra, tensor-based methods, and statistical learning for complex data structures. The lab develops innovative techniques such as tensor canonical correlation analysis (TCCA) and locally linear discriminant analysis (LLDA) to address challenges in image and video recognition, particularly in modeling spatiotemporal variations and nonlinear manifolds. Research also extends to number theory, including p-adic q-special functions and Euler-type numbers, reflecting a unique interdisciplinary approach combining applied mathematics with machine learning. The lab emphasizes robust, efficient, and principled methods for real-world applications in computer vision, action recognition, and data-driven modeling.

tensor analysiscanonical correlationaction recognitionnonlinear dimensionality reductionp-adic special functions

Research Overview

Papers
52
Total Citations
1,259
Papers (5y)
10
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
10total
2021
2022
2023
2024
2025
Citations per year (5y)
33total
20212022202320242025

Selected Papers

15
1
Article|333 citations·2016
Achieving long-term stable perovskite solar cells via ion neutralization
Hyungcheol Back, Geunjin Kim, Junghwan Kim, Jaemin Kong, Tae Kyun Kim, Hongkyu Kang, Heejoo Kim, Jinho Lee, Seongyu Lee, Kwanghee Lee
SJR Q1Energy & Environmental Science

Corrosive ionic defects in perovskite films degrade perovskite solar cells (PSCs) and long-term stable PSCs are realized by neutralizing the defects.

Electrical and Electronic EngineeringEngineering
2
Article|305 citations·2014
Efficient planar-heterojunction perovskite solar cells achieved via interfacial modification of a sol–gel ZnO electron collection layer
Junghwan Kim, Geunjin Kim, Tae Kyun Kim, Sooncheol Kwon, Hyungcheol Back, Jinho Lee, Seoung Ho Lee, Hongkyu Kang, Kwanghee Lee
SJR Q1Journal of Materials Chemistry A

The importance of interfacial engineering as a new strategy for improving the power conversion efficiencies (PCEs) of planar-heterojunction (PHJ) perovskite solar cells is highlighted by incorporating sol–gel ZnO modified with PCBM.

Electrical and Electronic EngineeringEngineering
3
Article|95 citations·2016
High‐Performance Integrated Perovskite and Organic Solar Cells with Enhanced Fill Factors and Near‐Infrared Harvesting
Junghwan Kim, Geunjin Kim, Hyungcheol Back, Jaemin Kong, In‐Wook Hwang, Tae Kyun Kim, Sooncheol Kwon, Jong‐Hoon Lee, Jinho Lee, Kilho Yu, Chang‐Lyoul Lee, Hongkyu Kang
SJR Q1Advanced Materials

Highly efficient P-I-N type perovskite/bulk-heterojunction (BHJ) integrated solar cells (ISCs) with enhanced fill factor (FF) (≈80%) and high near-infrared harvesting (>30%) are demonstrated by optimizing the BHJ morphology with a novel n-type polymer, N2200, and a new solvent-processing additive. This work proves the feasibility of highly efficient ISCs with panchromatic absorption as a new photovoltaic architecture and provides important design rules for optimizing ISCs.

Electrical and Electronic EngineeringEngineering
4
Article|90 citations·2015
Interfacial modification of hole transport layers for efficient large-area perovskite solar cells achieved via blade-coating
Hyungcheol Back, Junghwan Kim, Geunjin Kim, Tae Kyun Kim, Hongkyu Kang, Jaemin Kong, Seoung Ho Lee, Kwanghee Lee
SJR Q1Solar Energy Materials and Solar Cells
Electrical and Electronic EngineeringEngineering
5
Article|83 citations·2013
First Demonstration of Junctionless Accumulation-Mode Bulk FinFETs With Robust Junction Isolation
Tae Kyun Kim, Dong Hyun Kim, Young Gwang Yoon, Jung Min Moon, Byeong Woon Hwang, Dong‐Il Moon, Gi Seong Lee, Dong Wook Lee, Dong Eun Yoo, Hae Chul Hwang, Jin Soo Kim, Yang‐Kyu Choi
SJR Q1IEEE Electron Device Letters

A junctionless-accumulation-mode (JAM) p-channel MOSFET is successfully implemented based on a junction-isolated bulk FinFET for the first time. The JAM devices with a fin width of 16 nm show outstanding transfer characteristics: 1) subthreshold swing (SS <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">min</sub> ) = 68 mV/dec; 2) drain-induced-barrier-lowering is 9 mV/V; and 3) I <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http:

Electrical and Electronic EngineeringEngineering
6
Article|59 citations·2018
A 1.2V 64Gb 341GB/S HBM2 stacked DRAM with spiral point-to-point TSV structure and improved bank group data control
Jin Hee Cho, Jihwan Kim, Woo Young Lee, Dong Uk Lee, Tae Kyun Kim, Heat Bit Park, Chunseok Jeong, Myeong-Jae Park, Seung Geun Baek, Seok-Woo Choi, Byung Kuk Yoon, Young Jae Choi

With the recent increasing interest in big data and artificial intelligence, there is an emerging demand for high-performance memory system with large density and high data-bandwidth. However, conventional DIMM-type memory has difficulty achieving more than 50GB/s due to its limited pin count and signal integrity issues. High-bandwidth memory (HBM) DRAM, with TSV technology and wide IOs, is a prominent solution to this problem, but it still has many limitations: including power consumption and r

Electrical and Electronic EngineeringEngineering
7
Article|52 citations·2014
Origin of Device Performance Enhancement of Junctionless Accumulation-Mode (JAM) Bulk FinFETs With High- Gate Spacers
Ji Hun Choi, Tae Kyun Kim, Jung Min Moon, Young Gwang Yoon, Byeong Woon Hwang, Dong‐Hyun Kim, Seok‐Hee Lee
SJR Q1IEEE Electron Device Letters

In this letter, we investigated the junctionless accumulation-mode (JAM) bulk FinFETs with high-κ gate spacers showing enhanced device performance in SS, DIBL, and ON/OFF current ratio. We found that origin of the ON-state current enhancement was reduction of the initial energy barrier between the source and channel, and reason for the OFF-state current reduction was LG extension caused by the fringing field through high-κ gate spacers. The OFF-state leakage current decreased by over one order o

Electrical and Electronic EngineeringEngineering
8
Article|38 citations·2002
Micro-Scale Cell Patterning on Nonfouling Plasma Polymerized Tetraglyme Coatings by Protein Microcontact Printing
Y. Vickie Pan, Todd C. McDevitt, Tae Kyun Kim, Deborah Leach‐Scampavia, Patrick S. Stayton, Denice D. Denton, Buddy D. Ratner
Plasmas and Polymers
Biomedical EngineeringEngineering
9
Article|31 citations·2020
22.3 A 128Gb 8-High 512GB/s HBM2E DRAM with a Pseudo Quarter Bank Structure, Power Dispersion and an Instruction-Based At-Speed PMBIST
Dong Uk Lee, Ho Sung Cho, Jihwan Kim, Young Jun Ku, Sangmuk Oh, Chul Dae Kim, Hyun Woo Kim, Woo Young Lee, Tae Kyun Kim, Tae Sik Yun, Min Jeong Kim, SeungGyeon Lim

There is enormous demand for high-bandwidth DRAM: in application such as HPC, graphics, high-end server and artificial intelligence. HBM DRAM was developed [1] using the advances in package technology: TSV, microbump and silicon-interposer. Owing to these advances, HBM has a much higher bandwidth, at a lower pin speed rate, than conventional DRAM. However, the 3D-stack structure causes TSV interface and PDN problems: TSV connection failure and 3D-accumulation of IR drop, which increases the tota

Electrical and Electronic EngineeringEngineering
10
Article|24 citations·2002
Evaluation and Management of the Unstable Patella
Andrew J. Cosgarea, James A. Browne, Tae Kyun Kim, Edward G. McFarland
SJR Q2The Physician and Sportsmedicine

Patellar dislocation is an uncommon source of anterior knee pain, but it can cause significant morbidity in young, active patients who are particularly prone to recurrent instability. Most first-time dislocations are successfully treated with initial brace immobilization followed by rehabilitation. Surgical stabilization of recurrent instability has a high success rate and is usually required if nonoperative measures fail. By identifying the problem early and prescribing appropriate treatment, p

Biomedical EngineeringEngineering
11
book|22 citations·2006
Examination of the Shoulder
Edward G. McFarland, Tae Kyun Kim, Hyung Bin Park, George El Rassi, Harpreet Gill, Ekavit Keyurapan, Edward G. McFarland, Tae Kyun Kim, Hyung Bin Park, George El Rassi, Harpreet Gill, Ekavit Keyurapan
EpidemiologyMedicine
12
Preprint|21 citations·2018
Multi-Task Deep Networks for Depth-Based 6D Object Pose and Joint Registration in Crowd Scenarios
Juil Sock, Kwang In Kim, Caner Şahin, Tae Kyun Kim
arXiv (Cornell University)OA

In bin-picking scenarios, multiple instances of an object of interest are\nstacked in a pile randomly, and hence, the instances are inherently subjected\nto the challenges: severe occlusion, clutter, and similar-looking distractors.\nMost existing methods are, however, for single isolated object instances, while\nsome recent methods tackle crowd scenarios as post-refinement which accounts\nmultiple object relations. In this paper, we address recovering 6D poses of\nmultiple instances in bin-pick

Aerospace EngineeringEngineering
13
Article|14 citations·2015
Germanium electron–hole bilayer tunnel field-effect transistors with a symmetrically arranged double gate
Woo Jin Jeong, Tae Kyun Kim, Jung Min Moon, Min Gyu Park, Young Gwang Yoon, Byeong Woon Hwang, Woo Young Choi, Mincheol Shin, Seok-Hee Lee
SJR Q2Semiconductor Science and Technology

Germanium electron–hole bilayer tunnel field-effect transistors with a symmetrically arranged double gate, Jeong, Woo Jin, Kim, Tae Kyun, Moon, Jung Min, Park, Min Gyu, Yoon, Young Gwang, Hwang, Byeong Woon, Choi, Woo Young, Shin, Mincheol, Lee, Seok-Hee

Electrical and Electronic EngineeringEngineering
14
Article|14 citations·2019
Fabrication of capacitive yarn torsion sensors based on an electrospinning coating method
Sejin Choi, Sung Hyeok Moon, Tae Kyun Kim, Han Seong Kim
SJR Q2Polymer International

Abstract A yarn‐based capacitive torsion sensor was produced using a simple electrospinning coating method. It was expected that nonwoven nanofiber mats, as a coating layer, would exhibit excellent performance owing to their high surface area and porous three‐dimensional nonwoven structure, which is more deformable than that of films. The electrospinning process was investigated by image analysis to generate a suitable structure of the nanofiber coating layer. The thickness of the layer was cont

Biomedical EngineeringEngineering
15
Article|12 citations·1997
Synthesis and Characterization of Thermotropic Liquid Crystalline Poly(ester-imide)s
Tae Kyun Kim, Sang Ouk Kim, In Jae Chung
SJR Q2Polymers for Advanced Technologies

A series of thermotropic liquid crystalline poly(ester-imide)s was synthesized by melt polymerization of diacetoxynaphthalene acid and n-(ω-carboxyalkylene) trimellitic imides. All polymers with 2,6 substituent positions (n-2,6 PEIM) on the napthalene ring exhibit liquid crystalline phases, whereas polymers with 2,7 substituent positions (n-2,7 PEIM) do not. This result suggests that the kink structure of n-2,7 PEIMS would hinder the formation of liquid crystalline polymer. The copoly(ester-imid

Polymers and PlasticsMaterials Science

Research Areas

Electrical and Electronic EngineeringBiomedical EngineeringBuilding and ConstructionPolymers and PlasticsCivil and Structural EngineeringMechanical Engineering

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