Hyeonjin Kim

49 papers A* 4A 1B 1Misc 1Journal 28Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
TriGen: NPU Architecture for End-to-End Acceleration of Large Language Models based on SW-HW Co-Design.
CoRR
Jonghun Lee, Junghoon Lee, Hyeonjin Kim, Seoho Jeon, Jisup Yoon, Hyunbin Park, Meejeong Park, Heonjae Ha
2025 — conf
3D Face Reconstruction with Graph Attention Based on Action Unit Features.
ICOIN
Hyeonjin Kim, Hyukjoon Lee, Jinheung Kong
2025 J jnl
A Neural Optimizer With Decision-Focused Learning for Optimal Energy Storage Operation.
IEEE Trans. Ind. Informatics
Hyeonjin Kim, Avijit Das, Di Wu
2025 J jnl
A new method for 3D face reconstruction using transformers based on action unit features.
ICT Express
Hyeonjin Kim, Hyukjoon Lee
2025 J jnl
Alignment-Aware Quantization for LLM Safety.
CoRR
Sunghyun Wee, Suyoung Kim, Hyeonjin Kim, Kyomin Hwang, Nojun Kwak
2025 J jnl
An Optimization-Based HVAC Load and PV Disaggregation Methodology With Contextual Supervision.
IEEE Trans. Smart Grid
Hyeonjin Kim, Min Gyung Yu, Di Wu, Ning Lu
2025 A* conf
BF-STVSR: B-Splines and Fourier - Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution.
CVPR
Eunjin Kim, Hyeonjin Kim, Kyong Hwan Jin, Jaejun Yoo
2025 J jnl
BF-STVSR: B-Splines and Fourier-Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution.
CoRR
Eunjin Kim, Hyeonjin Kim, Kyong Hwan Jin, Jaejun Yoo
2025 J jnl
Exploring Brain Activation as a Predictor of Intention to Use Cognitive Training Digital Therapeutics: A Functional Near-Infrared Spectroscopy Study.
Cyberpsychology Behav. Soc. Netw.
Soowon Park, Yeeun Byeon, Jung-In Lim, Hyeonjin Kim, Jun-Young Lee
2025 J jnl
Graphite: Hardware-Aware GNN Reshaping for Acceleration With GPU Tensor Cores.
IEEE Trans. Parallel Distributed Syst.
Hyeonjin Kim, Taesoo Lim, William J. Song
2025 J jnl
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. K. Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong
2025 A conf
RoTA: Rotational Torus Accelerator for Wear Leveling of Neural Processing Elements.
DATE
Taesoo Lim, Hyeonjin Kim, Jingu Park, Bogil Kim, William J. Song
2025 A* conf
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement.
AAAI
Hyeonjin Kim, Jaejun Yoo
2025 — conf
Situated Embodied XR Agents via Spatial Reasoning and Prompting.
ISMAR-Adjunct
Jihun Shin, Hyeonjin Kim, Eunseong Lee, Donghwan Shin, Kwang Bin Lee, Taehei Kim, Hyeshim Kim, Joonsik An, Sung-Hee Lee
2025 J jnl
Uncovering the Potential Risks in Unlearning: Danger of English-only Unlearning in Multilingual LLMs.
CoRR
Kyomin Hwang, Hyeonjin Kim, Seungyeon Kim, Sunghyun Wee, Nojun Kwak
2024 J jnl
A Contextually Supervised Optimization-Based HVAC Load Disaggregation Methodology.
IEEE Trans. Smart Grid
Hyeonjin Kim, Kai Ye, Duehee Lee, Ning Lu
2024 J jnl
A Novel Vision Transformer based Load Profile Analysis using Load Images as Inputs.
CoRR
Hyeonjin Kim, Yi Hu, Kai Ye, Ning Lu
2024 J jnl
Applying Fine-Tuned LLMs for Reducing Data Needs in Load Profile Analysis.
CoRR
Yi Hu, Hyeonjin Kim, Kai Ye, Ning Lu
2024 J jnl
BERT-PIN: A BERT-Based Framework for Recovering Missing Data Segments in Time-Series Load Profiles.
IEEE Trans. Ind. Informatics
Yi Hu, Kai Ye, Hyeonjin Kim, Ning Lu
2024 — conf
Gated-MCBAM: Cross-Modal Block Attention Module with Gating Mechanism for Remote Sensing Segmentation.
WHISPERS
Jeongho Min, Sungbin Son, Hyeonjin Kim, Seunghyeok Back, Jaejun Yoo, Youngkyun Kong
2024 J jnl
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement.
CoRR
Hyeonjin Kim, Jaejun Yoo
2024 — conf
TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis.
ClinicalNLP@NAACL
Hyeonjin Kim, Min Kim, Jae Jang, KiYoon Yoo, Nojun Kwak
2023 — conf
An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data.
ISGT
Hyeonjin Kim, Kai Ye, Han Pyo Lee, Rongxing Hu, Ning Lu, Di Wu, P. J. Rehm
2023 J jnl
BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles.
CoRR
Yi Hu, Kai Ye, Hyeonjin Kim, Ning Lu
2023 J jnl
LAS: Locality-Aware Scheduling for GEMM-Accelerated Convolutions in GPUs.
IEEE Trans. Parallel Distributed Syst.
Hyeonjin Kim, William J. Song
2023 A* conf
NOMAD: Enabling Non-blocking OS-managed DRAM Cache via Tag-Data Decoupling.
HPCA
Youngin Kim, Hyeonjin Kim, William J. Song
2023 J jnl
Prediction of Cable Behavior Using Finite Element Analysis Results for Flexible Cables.
Sensors
Hyeonjin Kim, JinHyun Kim
2023 — conf
Renal parenchyma segmentation based on a cascaded self-adaptive framework with local context-aware mix-up regularization in abdominal MR images.
Computer-Aided Diagnosis
Heeyoung Jeong, Hyeonjin Kim, Helen Hong, Dae Chul Jung, Kidon Chang, Koon Ho Rha
2022 J jnl
A Modified Sequence-to-point HVAC Load Disaggregation Algorithm.
CoRR
Kai Ye, Hyeonjin Kim, Yi Hu, Ning Lu, Di Wu, P. J. Rehm
2022 J jnl
An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data.
CoRR
Hyeonjin Kim, Kai Ye, Han Pyo Lee, Rongxing Hu, Ning Lu, Di Wu, P. J. Rehm
2022 — conf
Deep pancreas segmentation through quantification of pancreatic uncertainty on abdominal CT images.
Computer-Aided Diagnosis
Hyeon Dham Yoon, Hyeonjin Kim, Helen Hong
2022 J jnl
Design Considerations of a Coordinative Demand Charge Mitigation Strategy.
CoRR
Rongxing Hu, Kai Ye, Hyeonjin Kim, Han Pyo Lee, Ning Lu, Di Wu, P. J. Rehm
2022 — conf
mmWave path loss modeling for urban scenarios based on 3D-convolutional neural networks.
ICOIN
Hyeonjin Kim, Woobeen Jin, Hyukjoon Lee
2021 — conf
Renal parenchyma segmentation in abdominal MR images based on cascaded deep convolutional neural network with signal intensity correction.
Computer-Aided Diagnosis
Hyeonjin Kim, Helen Hong, Dae Chul Jung, Kidon Chang, Koon Ho Rha
2021 J jnl
The Nebula Benchmark Suite: Implications of Lightweight Neural Networks.
IEEE Trans. Computers
Bogil Kim, Sungjae Lee, Chanho Park, Hyeonjin Kim, William J. Song
2021 — conf
Two-stage meniscus segmentation framework integrating multiclass localization network and adversarial learning-based segmentation network in knee MR images.
Computer-Aided Diagnosis
Uju Jeon, Hyeonjin Kim, Helen Hong, Joon-Ho Wang
2020 A* conf
Duplo: Lifting Redundant Memory Accesses of Deep Neural Networks for GPU Tensor Cores.
MICRO
Hyeonjin Kim, Sungwoo Ahn, Yunho Oh, Bogil Kim, Won Woo Ro, William J. Song
2020 — conf
Renal parenchyma segmentation in abdominal CT images based on deep convolutional neural networks with similar atlas selection and transformation.
Computer-Aided Diagnosis
Hyeonjin Kim, Helen Hong, Koon Ho Rha
2019 B conf
Renal parenchyma segmentation from abdominal CT images using multi-atlas method with intensity and shape constraints.
Image Processing
Hyeonjin Kim, Helen Hong, Kidon Chang, Koon Ho Rha
2017 Misc conf
CHAM: A Family of Lightweight Block Ciphers for Resource-Constrained Devices.
ICISC
Bonwook Koo, Dongyoung Roh, Hyeonjin Kim, YoungHoon Jung, Donggeon Lee, Daesung Kwon
2016 — conf
Multi-atlas segmentation of the cartilage in knee MR images with sequential volume- and bone-mask-based registrations.
Computer-Aided Diagnosis
Hansang Lee, Hyeun A. Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, Junmo Kim
2015 — conf
Chest wall segmentation in automated 3D breast ultrasound using rib shadow enhancement and multi-plane cumulative probability enhanced map.
Computer-Aided Diagnosis
Hyeonjin Kim, Hannah Kim, Helen Hong
2015 J jnl
Effective object segmentation based on physical theory in an MR image.
Multim. Tools Appl.
Sung-Jong Eun, Hyeonjin Kim, Jung-Wook Park, Taeg Keun Whangbo
2012 — conf
An object recognition method using the improved snake algorithm.
ICUIMC
Qian Zhang, Sung-Jong Eun, Hyeonjin Kim, Taeg Keun Whangbo
2011 J jnl
Developing situated knowledge about teaching with technology via Web-enhanced Case-based activity.
Comput. Educ.
Hyeonjin Kim, Michael J. Hannafin
2011 J jnl
Exploring freshmen preservice teachers' situated knowledge in reflective reports during case-based activities.
Internet High. Educ.
Hyeonjin Kim
2009 J jnl
On the weight and nonlinearity of homogeneous rotation symmetric Boolean functions of degree 2.
Discret. Appl. Math.
Hyeonjin Kim, Sung-Mo Park, Sang Geun Hahn
2005 J jnl
Educational technology research in postsecondary settings: Promise, problems, and prospects.
J. Comput. High. Educ.
Michael J. Hannafin, Chandra Hawley Orrill, Hyeonjin Kim, Minchi C. Kim
2004 J jnl
Reconciling research, theory, and practice in web-based teaching and learning: The case for grounded design.
J. Comput. High. Educ.
Michael J. Hannafin, Minchi C. Kim, Hyeonjin Kim