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Taehun Kim

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Journal Articles

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2024
[j26]
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Taehun Kim, Jin Uk Ko, Jinwook Lee, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn:
Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery. Adv. Eng. Informatics 62: 102821 (2024)
[j25]
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Yong Chae Kim, Jin Uk Ko, Jinwook Lee, Taehun Kim, Joon Ha Jung, Byeng D. Youn:
Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery. Adv. Eng. Informatics 62: 102862 (2024)
[j24]
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Dongho Yoon, Taehun Kim, Jae W. Lee, Minsoo Rhu:
A Quantitative Analysis of State Space Model-Based Large Language Model: Study of Hungry Hungry Hippos. IEEE Comput. Archit. Lett. 23(2): 154-157 (2024)
[j23]
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Jinwook Lee, Jin Uk Ko, Taehun Kim, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn:
Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance. Expert Syst. Appl. 243: 122910 (2024)
[j22]
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Yong Chae Kim, Jinwook Lee, Taehun Kim, Jonghwa Baek, Jin Uk Ko, Joon Ha Jung, Byeng D. Youn:
Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing. Reliab. Eng. Syst. Saf. 250: 110293 (2024)
[j21]
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Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks, Carlo Allocca, Taehun Kim, Brahmananda Sapkota:
DeepOnto: A Python package for ontology engineering with deep learning. Semantic Web 15(5): 1991-2004 (2024)
[j20]
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Beomju Shin, Taehun Kim, Taikjin Lee:
Real-Time Three-Dimensional Pedestrian Localization System Using Smartphones. Sensors 24(2): 652 (2024)
[j19]
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Taehun Kim, Hayeon Jeong, Seong-Jin Jang, Jaeyong Lee, Changkun Park:
Ka-Band CMOS Power Amplifier Using Stacked Structure With Cascode-Like Operation. IEEE Trans. Circuits Syst. II Express Briefs 71(4): 1949-1953 (2024)
[j18]
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Jaehyun Kwon, Jaeyong Lee, Taehun Kim, Donghwan Seo, Jinho Yoo, Jaeheon Cho, Changkun Park:
Asymmetric SOI CMOS Switch With Series and Parallel Resonators to Enhance Isolation. IEEE Trans. Circuits Syst. II Express Briefs 71(4): 1964-1968 (2024)
[j17]
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Taehun Kim, Changkun Park:
Ka-Band Three-Stacked CMOS Power Amplifier With LC Shunt-Feedback to Enhance Gain and Stability. IEEE Trans. Circuits Syst. II Express Briefs 71(4): 1969-1973 (2024)
2023
[j16]
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Byunggun Kim, Jaeseon Park, Taehun Kim, Younghun Kwon:
Finding Essential Parts of the Brain in rs-fMRI Can Improve ADHD Diagnosis Using Deep Learning. IEEE Access 11: 116065-116075 (2023)
[j15]
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Taehun Kim, Joseph K. Scott:
Dynamic modeling and simulation of pressure swing adsorption processes using toPSAil. Comput. Chem. Eng. 176: 108309 (2023)
[j14]
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Bashar L. Ammari, Emma S. Johnson, Georgia Stinchfield, Taehun Kim, Michael Bynum, William E. Hart, Joshua Pulsipher, Carl D. Laird:
Linear model decision trees as surrogates in optimization of engineering applications. Comput. Chem. Eng. 178: 108347 (2023)
[j13]
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Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn:
Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths. Expert Syst. Appl. 227: 120255 (2023)
[j12]
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Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn:
Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem. J. Comput. Des. Eng. 10(2): 694-710 (2023)
2022
[j11]
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Taehun Kim, Youngjoo Shin:
ThermalBleed: A Practical Thermal Side-Channel Attack. IEEE Access 10: 25718-25731 (2022)
[j10]
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Taehun Kim, Dong Hyun Yang, Joon Bum Kim, Namkug Kim:
Development of an automatic modeling method for patient-specific aortic graft reconstruction guide in thoracoabdominal aortic repair. Comput. Methods Programs Biomed. 215: 106647 (2022)
2021
[j9]
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Junhyeok Ock, Sangwook Lee, Taehun Kim, Dayeong Hong, Minkyeong Kim, Beom-Seok Ko, Namkug Kim:
Accuracy evaluation of a 3D printing surgical guide for breast-conserving surgery using a realistic breast phantom. Comput. Biol. Medicine 137: 104784 (2021)
[j8]
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Suhwan Jung, Jaehyun Park, Jungchul Park, Mungyeong Choe, Taehun Kim, Myungbin Choi, Seunghwan Lee:
Effect of Touch Button Interface on In-Vehicle Information Systems Usability. Int. J. Hum. Comput. Interact. 37(15): 1404-1422 (2021)
2019
[j7]
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Dayeong Hong, Sangwook Lee, Taehun Kim, Jung Hwan Baek, Yu-mi Lee, Ki-Wook Chung, Tae-Yon Sung, Namkug Kim:
Development of a personalized and realistic educational thyroid cancer phantom based on CT images: An evaluation of accuracy between three different 3D printers. Comput. Biol. Medicine 113 (2019)
[j6]
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Taehun Kim, Dongman Lee, Soon J. Hyun, Young Yim Doh:
UrbanSocialRadar: A place-aware social matching model for estimating serendipitous interaction willingness in Korean cultural context. Int. J. Hum. Comput. Stud. 125: 81-103 (2019)
2017
[j5]
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Taehun Kim, Junsung Lim, Heesuk Son, Byoungheon Shin, Dongman Lee, Soon J. Hyun:
A Multi-Dimensional Smart Community Discovery Scheme for IoT-Enriched Smart Homes. ACM Trans. Internet Techn. 18(1): 3:1-3:20 (2017)
2014
[j4]
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Byoungoh Kim, Taehun Kim, Dongman Lee, Soon J. Hyun:
SpinRadar: a spontaneous service provision middleware for place-aware social interactions. Pers. Ubiquitous Comput. 18(2): 413-426 (2014)
2008
[j3]
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Han-Kuk Hong, Jae-Sik Kim, Taehun Kim, Byung-Hak Leem:
The effect of knowledge on system integration project performance. Ind. Manag. Data Syst. 108(3): 385-404 (2008)
2005
[j2]
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Geunchan Lim, Heeseok Lee, Taehun Kim:
Formulating Business Strategies from a Stakeholder's Perspective: Korean Healthcare It Business Cases. Int. J. Inf. Technol. Decis. Mak. 4(4): 541-566 (2005)
2001
[j1]
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Heeseok Lee, Taehun Kim, Jongho Kim:
A Metadata Oriented Architecture for Building Datawarehouse. J. Database Manag. 12(4): 15-25 (2001)

Conference and Workshop Papers

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2024
[c45]
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Woomin Lee, Taehun Kim, Youngjoo Shin:
POSTER: On the Feasibility of Inferring SGX Execution through PMU. AsiaCCS 2024
[c44]
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Hyunmin Lee, Taehun Kim, Jinung An:
A Transformer Model with Spatiotemporal Input Embedding for fNIRS data-Driven Neural Decoding. BCI 2024: 1-4
[c43]
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Bongjoon Hyun, Taehun Kim, Dongjae Lee, Minsoo Rhu:
Pathfinding Future PIM Architectures by Demystifying a Commercial PIM Technology. HPCA 2024: 263-279
2023
[c42]
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Akhrorjon Akhmadjon Ugli Rakhmonov, Barathi Subramanian, Taehun Kim, Jeonghong Kim:
Airy YOLOv5 for Disabled Sign Detection. ICUFN 2023: 869-874
[c41]
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Taehun Kim, Hyeongjin Park, Seokmin Lee, Seunghee Shin, Junbeom Hur, Youngjoo Shin:
DevIOus: Device-Driven Side-Channel Attacks on the IOMMU. SP 2023: 2288-2305
[c40]
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Seungyeon Bae, Taehun Kim, Woomin Lee, Youngjoo Shin:
Exploiting Memory Page Management in KSM for Remote Memory Deduplication Attack. WISA 2023: 244-256
2022
[c39]
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Dongmin Cha, Taehun Kim, Joonyeong Lee, Dajin Kim:
SAC-GAN: Face Image Inpainting with Spatial-Aware Attribute Controllable GAN. ACCV (7) 2022: 202-218
[c38]
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Taehun Kim, Kunhee Kim, Joonyeong Lee, Dongmin Cha, Jiho Lee, Daijin Kim:
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection. ACCV (7) 2022: 257-273
[c37]
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Kunhee Kim, Sanghun Park, Eunyeong Jeon, Taehun Kim, Daijin Kim:
A Style-aware Discriminator for Controllable Image Translation. CVPR 2022: 18218-18227
[c36]
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Taehun Kim, Jung Ho Lee, Beomju Shin, Changsoo Yu, Hankyeol Kyung, Taikjin Lee:
Very Fast Fingerprinting DB Construction for Precise Indoor Localization. ICEIC 2022: 1-4
[c35]
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Jung Ho Lee, Taehun Kim, Beomju Shin, Changsoo Yu, Hankyeol Kyung, Taikjin Lee:
RF Signal Strength Modeling in Indoor Environments for Cost-Effective Deployment of Fingerprinting Technology. ICEIC 2022: 1-4
[c34]
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Jiho Lee, Kunhee Kim, Taehun Kim, Daijin Kim:
Improving Style Randomization via Domain-specific Feature Reweighting for Domain Generalization. EUSIPCO 2022: 1457-1461
2021
[c33]
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Jinseong Kim, Taehun Kim, Daijin Kim:
Color Separated Restoration for Lightweight Single Image Super-Resolution. AICCC 2021: 80-88
[c32]
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Eunkyu Oh, Taehun Kim, Yunhu Ji, Sushil Khyalia:
STING: Self-attention based Time-series Imputation Networks using GAN. ICDM 2021: 1264-1269
[c31]
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Taehun Kim, Jinseong Kim, Daijin Kim:
SpaceMeshLab: Spatial Context Memoization And Meshgrid Atrous Convolution Consensus For Semantic Segmentation. ICIP 2021: 2259-2263
[c30]
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Taehun Kim, Jaehan Kim, Youngjoo Shin:
Constructing Covert Channel on Intel CPU-iGPU platform. ICOIN 2021: 39-42
[c29]
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Taehun Kim, Hyemin Lee, Daijin Kim:
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation. ACM Multimedia 2021: 2167-2175
[c28]
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Seokmin Lee, Taehun Kim, Youngjoo Shin:
Quantitative Analysis on Attack Capacity in Meltdown-Type Attacks. WISA 2021: 218-228
2020
[c27]
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Taehun Kim, Youngjoo Shin:
POSTER: Mitigating Memory Sharing-based Side-channel Attack by Embedding Random Values in Binary for Cloud Environment. AsiaCCS 2020: 919-921
[c26]
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Myeongjun Kim, Taehun Kim, Daijin Kim:
Spatio-Temporal Slowfast Self-Attention Network For Action Recognition. ICIP 2020: 2206-2210
[c25]
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Hoyoung Choi, Jongjin Lee, Taehun Kim, Sungcheol Kim:
Effective management and encryption processing method for security of optical transmission network. ICTC 2020: 1048-1050
[c24]
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Taehun Kim, Muyong Hyun, Minyong Kim, Sungcheol Kim:
Mass authentication information injection method for effective security management of AMI device. ICTC 2020: 1629-1631
[c23]
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Ranggi Hwang, Taehun Kim, Youngeun Kwon, Minsoo Rhu:
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations. ISCA 2020: 968-981
2019
[c22]
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JongHyeon Cho, Taehyun Kim, Taehun Kim, Youngjoo Shin:
Real-Time Detection on Cache Side Channel Attacks using Performance Counter Monitor. ICTC 2019: 175-177
2018
[c21]
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Yong Zheng, Sridhar Srinivasan, Taehun Kim:
Exploratory Malware Analysis of Mobile Usages. SIGITE 2018: 158
2017
[c20]
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Sangwoo Shim, Taehun Kim, Soon J. Hyun:
Control integrated query processing system for coordination of multiple UAVs. CCNC 2017: 528-533
[c19]
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Taehun Kim, Hyeonmin Ha, Seoyoon Choi, Jaeyeon Jung, Byung-Gon Chun:
Breaking Ad-hoc Runtime Integrity Protection Mechanisms in Android Financial Apps. AsiaCCS 2017: 179-192
2016
[c18]
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Chanhee Lee, Taehun Kim, Soon J. Hyun:
A data acquisition architecture for healthcare services in mobile sensor networks. BigComp 2016: 439-442
[c17]
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  - conf/compsac/BourbiaSSKLH16
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Amine Lotfi Bourbia, Heesuk Son, Byoungheon Shin, Taehun Kim, Dongman Lee, Soon J. Hyun:
Temporal Dependency Rule Learning Based Group Activity Recognition in Smart Spaces. COMPSAC 2016: 658-663
[c16]
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Chanhee Lee, Taehun Kim, Soon J. Hyun:
A sensor network query processing system for healthcare data acquisition in Dr. M. ICDE Workshops 2016: 78-83
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Seungcheol Lee, Hyebin Jeon, Hwanbae Park, Kookhyun Kang, Taehun Kim:
Responses of silicon PIN diode to low energy gamma rays. IEEE SENSORS 2016: 1-3
[c14]
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Kyungmin Kim, Taehun Kim, Soon J. Hyun:
Friend Recommendation Using Offline and Online Social Information for Face-To-Face Interactions. SMARTCOMP 2016: 1-5
2015
[c13]
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  - conf/ccnc/SonKKLH15
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Heesuk Son, Byoungoh Kim, Taehun Kim, Dongman Lee, Soon Joo Hyun:
Sherlock-SD: A light-weight universal service discovery for Web of Things (WoT) services. CCNC 2015: 276-282
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Heesuk Son, Bjorn Tegelund, Taehun Kim, Dongman Lee, Soon J. Hyun, Junsung Lim, Hyunseok Lee:
A Distributed Middleware for a Smart Home with Autonomous Appliances. COMPSAC 2015: 23-32
[c11]
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Taehun Kim, Seunghwan Bang, Kiwook Jung, Hyunbo Cho:
Decomposing Packaged Services Towards Configurable Smart Manufacturing Systems. APMS (2) 2015: 74-81
2014
[c10]
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Han-Gyu Ko, Taehun Kim, Byoungoh Kim, Dongman Lee, In-Young Ko, Soon Joo Hyun:
Place-aware opportunistic service recommendation scheme in a smart space with Internet of Things. CCNC 2014: 477-482
2013
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Heesuk Son, Byoungoh Kim, Taehun Kim, Dongman Lee, Soon Joo Hyun:
SemanticRadar: AR-Based Pervasive Interaction Support via Semantic Communications. HCI (25) 2013: 163-172
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Byoungoh Kim, Taehun Kim, Han-Gyu Ko, Dongman Lee, Soon J. Hyun, In-Young Ko:
Personal genie: a distributed framework for spontaneous interaction support with smart objects in a place. ICUIMC 2013: 97
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Han-Gyu Ko, In-Young Ko, Taehun Kim, Dongman Lee, Soon J. Hyun:
Identifying User Interests from Online Social Networks by Using Semantic Clusters Generated from Linked Data. ICWE Workshops 2013: 302-309
[c6]
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Taehun Kim, Stefan Weinzierl:
Modelling Gestures in Music Performance with Statistical Latent-State Models. NIME 2013: 427-430
2012
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Jongheon Park, Taehun Kim, Chongsok Lim, Soon J. Hyun:
Location-aware event-driven query processing in sensor database management. DEBS 2012: 149-152
[c4]
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Taehun Kim, Stefan Weinzierl:
Phrase boundary estimation in Music Performance with HMM-Based Unsupervised Learning. ICMC 2012
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Dabi Ahn, Taehun Kim, Soon J. Hyun, Dongman Lee:
Inferring User Interest Using Familiarity and Topic Similarity with Social Neighbors in Facebook. Web Intelligence 2012: 196-200
2010
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Taehun Kim, Insuk Park, Soon J. Hyun, Dongman Lee:
MiRE4OWL: Mobile Rule Engine for OWL. COMPSAC Workshops 2010: 317-322
2005
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Young-Taek Kim, Taehun Kim, Youngduk Kim, Chulho Shin, Eui-Young Chung, Kyu-Myung Choi, Jeong-Taek Kong, Soo-Kwan Eo:
Fast and Accurate Transaction Level Modeling of an Extended AMBA2.0 Bus Architecture. DATE 2005: 138-139

Informal and Other Publications

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2024
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Dongjae Lee, Bongjoon Hyun, Taehun Kim, Minsoo Rhu:
PIM-MMU: A Memory Management Unit for Accelerating Data Transfers in Commercial PIM Systems. CoRR abs/2409.06204 (2024)
2023
[i13]
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  - journals/corr/abs-2307-03067
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Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks, Carlo Allocca, Taehun Kim, Brahmananda Sapkota:
DeepOnto: A Python Package for Ontology Engineering with Deep Learning. CoRR abs/2307.03067 (2023)
[i12]
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Bongjoon Hyun, Taehun Kim, Dongjae Lee, Minsoo Rhu:
Pathfinding Future PIM Architectures by Demystifying a Commercial PIM Technology. CoRR abs/2308.00846 (2023)
[i11]
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  - journals/corr/abs-2310-13249
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Eunkyu Oh, Taehun Kim:
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations. CoRR abs/2310.13249 (2023)
2022
[i10]
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  - journals/corr/abs-2203-15375
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Kunhee Kim, Sanghun Park, Eunyeong Jeon, Taehun Kim, Daijin Kim:
A Style-aware Discriminator for Controllable Image Translation. CoRR abs/2203.15375 (2022)
[i9]
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  - journals/corr/abs-2209-09475
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Taehun Kim, Kunhee Kim, Joonyeong Lee, Dongmin Cha, Jiho Lee, Daijin Kim:
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection. CoRR abs/2209.09475 (2022)
[i8]
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  - journals/corr/abs-2209-10801
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Eunkyu Oh, Taehun Kim, Yunhu Ji, Sushil Khyalia:
STING: Self-attention based Time-series Imputation Networks using GAN. CoRR abs/2209.10801 (2022)
[i7]
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  - journals/corr/abs-2209-10807
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Eunkyu Oh, Taehun Kim, Minsoo Kim, Yunhu Ji, Sushil Khyalia:
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning. CoRR abs/2209.10807 (2022)
[i6]
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  - journals/corr/abs-2210-15460
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Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang:
Accurate Bundle Matching and Generation via Multitask Learning with Partially Shared Parameters. CoRR abs/2210.15460 (2022)
2021
[i5]
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  - journals/corr/abs-2106-04025
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Taehun Kim, Jinseong Kim, Daijin Kim:
SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation. CoRR abs/2106.04025 (2021)
[i4]
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  - journals/corr/abs-2107-02368
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Taehun Kim, Hyemin Lee, Daijin Kim:
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation. CoRR abs/2107.02368 (2021)
2020
[i3]
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  - journals/corr/abs-2005-05968
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Ranggi Hwang, Taehun Kim, Youngeun Kwon, Minsoo Rhu:
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations. CoRR abs/2005.05968 (2020)
2019
[i2]
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  - journals/corr/abs-1912-13366
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Seungcheol Park, Huiwen Xu, Taehun Kim, Inhwan Hwang, Kyung-Jun Kim, U Kang:
How to Pick the Best Source Data? Measuring Transferability for Heterogeneous Domains. CoRR abs/1912.13366 (2019)
2007
[i1]
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  - journals/corr/abs-0710-4808
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Young-Taek Kim, Taehun Kim, Youngduk Kim, Chulho Shin, Eui-Young Chung, Kyu-Myung Choi, Jeong-Taek Kong, Soo-Kwan Eo:
Fast and Accurate Transaction Level Modeling of an Extended AMBA2.0 Bus Architecture. CoRR abs/0710.4808 (2007)

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