Minkyu Kim

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 56

Top Topics

Layered Architecture

Tensor Factorization

Top Venues

Publications

Taesu Kim, Jongho Lee, Daehyun Ahn, Sarang Kim, Jiwoong Choi, Minkyu Kim, Hyungjun Kim
QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference. CoRR (2024)
Namhyeon Kim, Sangkeun Ko, Minkyu Kim, Suan Lee
Deep Learning Model for Traffic Accident Prediction Using Multiple Feature Interactions. BigComp (2024)
Sehyun Kwon, Jaeseung Park, Minkyu Kim, Jaewoong Cho, Ernest K. Ryu, Kangwook Lee
Image Clustering Conditioned on Text Criteria. ICLR (2024)
Minkyu Kim, Panjin Kim
On quantum learning algorithms for noisy linear problems. CoRR (2024)
Sunjun Kweon, Byungjin Choi, Minkyu Kim, Rae Woong Park, Edward Choi
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations. CoRR (2024)
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
Explicit Feature Interaction-Aware Graph Neural Network. IEEE Access 12 (2024)
Sehyun Kwon, Jaeseung Park, Minkyu Kim, Jaewoong Cho, Ernest K. Ryu, Kangwook Lee
Image Clustering Conditioned on Text Criteria. CoRR (2023)
David Coenen, Minkyu Kim, Herman Oprins, Ingrid De Wolf, Yoojin Ban, Joris Van Campenhout
Coupled Dynamic Thermo-Optical Analysis and Compact Modelling of Self-Heating in Ring Modulator. PSC (2023)
Jaehoon Byun, Minkyu Kim, Jinho Kim
Improving Interpretable Models based on Knowledge Distillation for ICU Mortality Prediction using Electronic Health Record. ICMHI (2023)
Minkyu Kim, Kim Sung-Bin, Tae-Hyun Oh
Prefix tuning for automated audio captioning. CoRR (2023)
Seokyun Ryun, Minkyu Kim, June Sic Kim, Chun Kee Chung
Cortical maps of somatosensory perception in human. NeuroImage 276 (2023)
Doyoung Park, Sunjin Kim, Minkyu Kim, Naresh Reddy Yarram, Seongho Joe, Youngjune Gwon, Jongwon Choi
Document Change Detection With Hierarchical Patch Comparison. ICIP (2023)
Jiwoong Choi, Minkyu Kim, Daehyun Ahn, Taesu Kim, Yulhwa Kim, Dongwon Jo, Hyesung Jeon, Jae-Joon Kim, Hyungjun Kim
Squeezing Large-Scale Diffusion Models for Mobile. CoRR (2023)
Minkyu Kim, Kim Sung-Bin, Tae-Hyun Oh
Prefix Tuning for Automated Audio Captioning. ICASSP (2023)
Minkyu Kim, Hyung Tae Lee
Code-Based Secret Handshake Scheme, Revisited. ESORICS (1) (2023)
Ryan Gupta, Minkyu Kim, Juliana T. Rodriguez, Kyle Morgenstein, Luis Sentis
LIVE: Lidar Informed Visual Search for Multiple Objects with Multiple Robots. CoRR (2023)
Yoojin Ban, Minkyu Kim, Peter De Heyn, Davide Guermandi, Filippo Ferraro, Natarajan Rajasekaran, Peter Verheyen, Pieter Bex, Junwen He, Hakim Kobbi, Jeroen De Coster, Rafal Magdziak, Dieter Bode, Sebastien Lardenois, Nicolas Pantano, Dimitrios Velenis, Joris Van Campenhout
Highly Optimized O-band Si Ring Modulators for Low-Power Hybrid CMOS-SiPho Transceivers. OFC (2023)
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
Explicit Feature Interaction-aware Graph Neural Networks. CoRR (2022)
Minkyu Kim, Jinho Kim
Collaborative Filtering on Bipartite Graphs using Graph Convolutional Networks. BigComp (2022)
Minkyu Kim, Luis Sentis
Active object tracking using context estimation: handling occlusions and detecting missing targets. Appl. Intell. 52 (12) (2022)
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions. CoRR (2022)
Minkyu Kim, Ryan Gupta, Luis Sentis
KC-TSS: An Algorithm for Heterogeneous Robot Teams Performing Resilient Target Search. CoRR (2022)
Minkyu Kim, Suan Lee
Predicting Revenues of Seoul Commercial Alley using Neural Tensor Factorization. BigComp (2021)
Minkyu Kim
Integrals Along Bimonoid Homomorphisms. Appl. Categorical Struct. 29 (4) (2021)
Jongheon Jeong, Sejun Park, Minkyu Kim, Heung-Chang Lee, Do-Guk Kim, Jinwoo Shin
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness. CoRR (2021)
Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Minkyu Kim, Young-Jin Park, Jisu Jeong, Seungjae Jung
One4all User Representation for Recommender Systems in E-commerce. CoRR (2021)
Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak
Global-Local Item Embedding for Temporal Set Prediction. CoRR (2021)
Minkyu Kim, Ryan Gupta, Luis Sentis
Information-Theoretic Based Target Search with Multiple Agents. CoRR (2021)
Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak
Global-Local Item Embedding for Temporal Set Prediction. RecSys (2021)
Minkyu Kim, Suan Lee, Jinho Kim
Combining Multiple Implicit-Explicit Interactions for Regression Analysis. IEEE BigData (2020)
Minkyu Kim, Hyun Yang, Jonghwa Kim
Sea Surface Temperature and High Water Temperature Occurrence Prediction Using a Long Short-Term Memory Model. Remote. Sens. 12 (21) (2020)
Minkyu Kim, Suan Lee, Jinho Kim
A Wide & Deep Learning Sharing Input Data for Regression Analysis. BigComp (2020)
Rachel Schlossman, Minkyu Kim, Ufuk Topcu, Luis Sentis
Toward Achieving Formal Guarantees for Human-Aware Controllers in Human-Robot Interactions. IROS (2019)
Rachel Schlossman, Minkyu Kim, Ufuk Topcu, Luis Sentis
Toward Achieving Formal Guarantees for Human-Aware Controllers in Human-Robot Interactions. CoRR (2019)
Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. CoRR (2019)
Minkyu Kim, Luis Sentis
Active Object Tracking using Context Estimation: Handling Occlusions and Detecting Missing Targets. CoRR (2019)
Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. RecSys (Late-Breaking Results) (2019)
Yuqian Jiang, Nick Walker, Minkyu Kim, Nicolas Brissonneau, Daniel S. Brown, Justin W. Hart, Scott Niekum, Luis Sentis, Peter Stone
LAAIR: A Layered Architecture for Autonomous Interactive Robots. CoRR (2018)
Hanjoo Kim, Minkyu Kim, Dongjoo Seo, Jinwoong Kim, Heungseok Park, Soeun Park, Hyunwoo Jo, KyungHyun Kim, Youngil Yang, Youngkwan Kim, Nako Sung, Jung-Woo Ha
NSML: Meet the MLaaS platform with a real-world case study. CoRR (2018)
Minkyu Kim, Jaemin Lee, Steven Jens Jorgensen, Luis Sentis
Social Navigation Planning Based on People's Awareness of Robots. CoRR (2018)
Jingwoong Kim, Minkyu Kim, Heungseok Park, Ernar Kusdavletov, Dongjun Lee, Adrian Kim, Ji-Hoon Kim, Jung-Woo Ha, Nako Sung
CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms. CoRR (2018)
Minkyu Kim, Miguel Arduengo, Nick Walker, Yuqian Jiang, Justin W. Hart, Peter Stone, Luis Sentis
An Architecture for Person-Following using Active Target Search. CoRR (2018)
Minkyu Kim, Soojung Park, ByoungKwon Park
A New Paradigm for Spectator Sports in Application of Media. ICISA (2018)
Nako Sung, Minkyu Kim, Hyunwoo Jo, Youngil Yang, Jingwoong Kim, Leonard Lausen, Youngkwan Kim, Gayoung Lee, Dong-Hyun Kwak, Jung-Woo Ha, Sunghun Kim
NSML: A Machine Learning Platform That Enables You to Focus on Your Models. CoRR (2017)
Minkyu Kim, Soojung Park, ByungKwon Park
A Study of Children Play Educational Environment Based on u-Healthcare System. ICISA (2017)
Kee Sung Kim, Minkyu Kim, Dongsoo Lee, Je Hong Park, Woo-Hwan Kim
Security of Stateful Order-Preserving Encryption. ICISC (2017)
Kee Sung Kim, Minkyu Kim, Dongsoo Lee, Je Hong Park, Woo-Hwan Kim
Forward Secure Dynamic Searchable Symmetric Encryption with Efficient Updates. CCS (2017)
Khaled Almgren, Minkyu Kim, Jeongkyu Lee
Mining Social Media Data Using Topological Data Analysis. IRI (2017)
Khaled Almgren, Minkyu Kim, Jeongkyu Lee
Extracting Knowledge from the Geometric Shape of Social Network Data Using Topological Data Analysis. Entropy 19 (7) (2017)
Khaled Almgren, Jeongkyu Lee, Minkyu Kim
Predicting the Future Popularity of Images on Social Networks. MISNC (2016)
Joowan Kim, Minkyu Kim, Keehoon Kim
Development of a wearable HCI controller through sEMG & IMU sensor fusion. URAI (2016)
Jaehyeok Lee, Minkyu Kim, Jungkuk Kim
Reconstruction of Precordial Lead Electrocardiogram From Limb Leads Using the State-Space Model. IEEE J. Biomed. Health Informatics 20 (3) (2016)
Minkyu Kim, Jaemin Lee, Keehoon Kim
Tele-operation system with reliable grasping force estimation to compensate for the time-varying sEMG feature. ICRA (2016)
Minkyu Kim, Jaemin Lee, Keehoon Kim
Enhancement of sEMG-based gesture classification using mahanobis distance metric. BioRob (2016)
Minkyu Kim, Je Hong Park, Dongyoung Roh
Comment on the Security of an Order-Preserving Encryption Scheme Using Pseudo-Random Function. IEICE Trans. Commun. (9) (2016)
Minkyu Kim, Byeongjun Choi, Sunho Ki, Jinhong Park, Jae-Ho Nah, Daleon Kim, Chulho Shin
Cost-effective frame rate control for mobile GPUs. SIGGRAPH Asia Posters (2016)
Minkyu Kim, Jeong-Mook Lim, Heesook Shin, Changmok Oh, Hyun-Tae Jeong
Estimating the Number of Clusters with Database for Texture Segmentation Using Gabor Filter. ICVS (2015)
Heesook Shin, Jeong-Mook Lim, Changmok Oh, Minkyu Kim, Hyun-Tae Jeong, Jiyeon Son
Performance comparison of tap gestures on small-screen touch devices. ICCE (2015)
Jinhong Park, Minkyu Kim, Sunho Ki, Youngduke Seo, Chulho Shin
Half frame forwarding: frame-rate up conversion for tiled rendering GPU. SIGGRAPH Posters (2015)
Jaemin Lee, Minkyu Kim, Keehoon Kim
A robust control method of multi-DOF power-assistant robots for unknown external perturbation using sEMG signals. IROS (2015)
Minkyu Kim, Sunho Ki, Youngduke Seo, Jinhong Park, ChuShik Jhon
Dynamic Rendering Quality Scaling Based on Resolution Changes. IEICE Trans. Inf. Syst. (12) (2015)
Changmok Oh, Jeong-Mook Lim, Heesook Shin, Minkyu Kim, Hyun-Tae Jeong
Development of multimodal surface interface for audio and tactile feedback. ICCE (2015)
Minkyu Kim, Jinhong Park, Sunho Ki, Youngduke Seo, Chulho Shin
Dynamic rendering quality scaling for mobile GPU. SIGGRAPH Asia Posters (2015)
Sunho Ki, Jinhong Park, Jae-Ho Nah, Minkyu Kim, Youngduke Seo, Chulho Shin
Reusing MRTs for mobile GPUs. SIGGRAPH Asia Posters (2015)
Minkyu Kim, Jung Hee Cheon
Computing prime divisors in an interval. Math. Comput. 84 (291) (2015)
Minkyu Kim, Jaemin Lee, Hyungyu Ko, Keehoon Kim
A preliminary analysis of analysis window size and voting size with a time delay for a robust real-time sEMG pattern recognition. URAI (2014)
Minkyu Kim, Kwanghyun Ryu, Yonghwan Oh, Sang-Rok Oh, Keehoon Kim
Implementation of real-time motion and force capturing system for tele-manipulation based on sEMG signals and IMU motion data. ICRA (2014)
Minkyu Kim, Jung Hee Cheon, In-Sok Lee
Analysis on a generalized algorithm for the strong discrete logarithm problem with auxiliary inputs. Math. Comput. 83 (288) (2014)
Jaemin Lee, Minkyu Kim, Hyunkyu Ko, Keehoon Kim
A control method of power-assisted robot for upper limb considering intention-based motion by using sEMG signal. URAI (2014)
Jaemin Lee, Minkyu Kim, Sang-Rok Oh, Keehoon Kim
Integrated control method for power-assisted rehabilitation: Ellipsoid regression and impedance control. IROS (2014)
Kwon Joong Son, Minkyu Kim, Keehoon Kim
Analytical modeling of disk-type piezoelectric variable friction tactile displays. AIM (2013)
Takaaki Takeshita, Minkyu Kim, Yoshikazu Nakajima
3-D shape measurement endoscope using a single-lens system. Int. J. Comput. Assist. Radiol. Surg. 8 (3) (2013)
Minkyu Kim, Keehoon Kim
Increasing performance of a pattern recognition system using a sEMG signal by setting multi-references. URAI (2013)
Je Hong Park, Minkyu Kim, Daesung Kwon
Security Weakness in the Smart Grid Key Distribution Scheme Proposed by Xia and Wang. IEEE Trans. Smart Grid 4 (3) (2013)
Jung Hee Cheon, Jin Hong, Minkyu Kim
Accelerating Pollard's Rho Algorithm on Finite Fields. J. Cryptol. 25 (2) (2012)
Minkyu Kim, Atsushi Fujioka, Berkant Ustaoglu
Strongly Secure Authenticated Key Exchange without NAXOS' Approach under Computational Diffie-Hellman Assumption. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (1) (2012)
Minkyu Kim, Jung Hee Cheon, Jin Hong
. Public Key Cryptography (2009)
Jungkuk Kim, Minkyu Kim, Daesun Kim, Jaehyun Park, Woong Huh
An event detection algorithm in ECG with 60Hz interference and baseline wandering. ICIS (2009)
Minkyu Kim, Atsushi Fujioka, Berkant Ustaoglu
Strongly Secure Authenticated Key Exchange without NAXOS' Approach. IWSEC (2009)
Jung Hee Cheon, Jin Hong, Minkyu Kim
Speeding Up the Pollard Rho Method on Prime Fields. ASIACRYPT (2008)