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2026

Efficient Split Learning With Overlapping Areas: Handling Distribution Shift in Multi-Cell NetworksAtif Rizwan, Dong-Jun Han, Md. Ferdous Pervej, Christopher G. Brinton, Andreas F. Molisch, Minseok Choi. ton, 34:2834-2849, 2026. [doi]

Model-free learning of random dynamical system from noisy observationsKyongmin Yeo, Hyomin Shin, Heechang Kim, Minseok Choi. jcphy, 545:114474, 2026. [doi]

2025

Frequency-enhanced network with self-supervised learning for anomaly detection of hydraulic piston pumpsMinseok Choi, Changsung Lee, Sechang Park, Mikyung Hwang, Hyunseok Oh. eswa, 282:127662, 2025. [doi]

Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal TransportMinseok Choi, Daniel Rim, Dohyun Lee, Jaegul Choo. acl 2025: 28280-28297 [doi]

Frequency-enhanced neural networks with a hybrid spall-size estimator for bearing fault diagnosisMikyung Hwang, Minseok Choi, Hyunseok Oh. jcde, 12(5):1-20, 2025. [doi]

Stabilize physics-informed neural networks for stiff differential equations: Re-spacing layerEunsuh Kim, Heejae Kwon, Sungha Cho, Kyongmin Yeo, Minseok Choi. cma, 200:167-179, 2025. [doi]

Semantic Communications for Partially Observable Multi-Agent Reinforcement Learning-Based Unmanned Aerial Vehicles Monitoring SystemTiange Xiang, Seungwoo Seo, Sungwon Yi, Minseok Choi. icc 2025: 6566-6572 [doi]

2024

Serverless Federated Learning in Multi-Cell Scenarios Robust to Test-Time Distribution ShiftsKwanyoung Cho, Jongyul Park, Atif Rizwan, Minseok Choi. ictc 2024: 241-245 [doi]

Caching, transcoding, delivery and learning for advanced video streaming servicesMinseok Choi, Tiange Xiang, Hyelee Lim, Yunoh Kim, Minkyun Ahn, Sunghun Oh, Hyeonsu Kim. ict-express, 10(4):774-785, 2024. [doi]

Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming Using Adaptive Super-ResolutionMinseok Choi, Won Joon Yun, Seok Bin Son, SooHyun Park, Joongheon Kim. tgcn, 8(1):103-117, March 2024. [doi]

Intelligent Caching for Seamless High-Quality Streaming in Vehicular Networks: A Multi-Agent Reinforcement Learning ApproachMinseok Choi, Tiange Xiang, Joongheon Kim. tiv, 9(2):3672-3686, February 2024. [doi]

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language ModelsMinseok Choi, Kyunghyun Min, Jaegul Choo. emnlp 2024: 10732-10747 [doi]

Development of a Cryptocurrency Futures Trading System Based on High and Low-Price Data Using LSTMMinseok Choi, Haejong Joo, Liang Li, Woong Choi. gcce 2024: 1273-1274 [doi]

Federated Split Learning With Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge NetworksDong-Jun Han, Do Yeon Kim, Minseok Choi, David Nickel, Jaekyun Moon, Mung Chiang, Christopher G. Brinton. tmc, 23(6):7048-7065, June 2024. [doi]

Bayesian Deep Learning Framework for Uncertainty Quantification in Stochastic Partial Differential EquationsJeahan Jung, Hyomin Shin, Minseok Choi. siamsc, 46(1):57, February 2024. [doi]

Edge caching and computing of video chunks in multi-tier wireless networksDongjae Kim, Dong-Wook Seo, Minseok Choi. jnca, 226:103889, 2024. [doi]

Farthest Agent Selection With Episode-Wise Observations for Real-Time Multi-Agent Reinforcement Learning ApplicationsHyunsoo Lee, Gyu Seon Kim, Minseok Choi, Hankyul Baek, SooHyun Park. access, 12:108504-108514, 2024. [doi]

Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language ModelsDohyun Lee, Daniel Rim, Minseok Choi, Jaegul Choo. acl 2014: 15820-15839 [doi]

Latency Analysis of Multi-Exit Split Federated Learning via Testbed ImplementationHyelee Lim, Atif Rizwan, Minseok Choi. ictc 2024: 524-528 [doi]

Multi-Operator Spectrum and MEC Resource Sharing in Next Generation Cellular NetworksTahira Mahboob, Syed Tariq Shah, Minseok Choi, Sang-Hyo Kim, Min Young Chung. access, 12:91634-91648, 2024. [doi]

Blockchain-Assisted Dynamic Resource Pool Selection for D2D Roaming ScenariosSeung-Hoon Park, Tahira Mahboob, Syed Tariq Shah, Mahmoud A. Shawky, Minseok Choi, Min Young Chung. ojcs, 5:7542-7551, 2024. [doi]

Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in MetaverseSooHyun Park, Jaehyun Chung, Chanyoung Park, Soyi Jung, Minseok Choi, Sungrae Cho, Joongheon Kim. tmc, 23(12):12410-12427, December 2024. [doi]

Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected VehiclesSooHyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim. tvt, 73(7):10681-10696, July 2024. [doi]

A Simple but Effective Way to Handle Rotating Machine Fault Diagnosis With Imbalanced-Class Data: Repetitive Learning Using an Advanced Domain Adaptation ModelDonghwi Yoo, Minseok Choi, Hyunseok Oh, Bongtae Han. access, 12:189789-189803, 2024. [doi]

2023

Federated Learning with Variational Autoencoder for Popularity Profile PredictionMinkyun Ahn, Minseok Choi. ictc 2023: 1027-1032 [doi]

PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score CalibrationMinseok Choi, Hyesu Lim, Jaegul Choo. ijcnlp 2023: 39-47 [doi]

SimCKP: Simple Contrastive Learning of Keyphrase RepresentationsMinseok Choi, Chaeheon Gwak, Seho Kim, Si Hyeong Kim, Jaegul Choo. emnlp 2023: 3003-3015 [doi]

SplitGP: Achieving Both Generalization and Personalization in Federated LearningDong-Jun Han, Do Yeon Kim, Minseok Choi, Christopher G. Brinton, Jaekyun Moon. infocom 2023: 1-10 [doi]

Data-Driven Method to Quantify Correlated UncertaintiesJeahan Jung, Minseok Choi. access, 11:50605-50618, 2023. [doi]

Energy-Efficient Power Control for Simultaneous Wireless Information and Power Transfer - Nonorthogonal Multiple Access in Distributed Antenna SystemsDongjae Kim, Minseok Choi, Dong-Wook Seo. tii, 19(7):8205-8217, July 2023. [doi]

SWIPT-Enabled NOMA in Distributed Antenna System With Imperfect CSI for Max-Sum-Rate and Max-Min FairnessDongjae Kim, Minseok Choi, Dong-Wook Seo. sj, 17(4):5660-5670, December 2023. [doi]

Hierarchical Video Caching and Transcoding for Delay-Constrained Content DeliveryDongjae Kim, Minseok Choi, Dong-Wook Seo. icc 2023: 3664-3670 [doi]

Quantum distributed deep learning architectures: Models, discussions, and applicationsYunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim. ict-express, 9(3):486-491, 2023. [doi]

Chiplet Heterogeneous-Integration AI ProcessorYoungsu Kwon, Jinho Han, Yong Cheol Peter Cho, Juyeob Kim, Jaehoon Chung, Jaewoong Choi, Sujin Park, Igyeong Kim, Hyunjeong Kwon, Jinkyu Kim, Hyunmi Kim, Won Jeon, Young-Deuk Jeon, Min Hyung Cho, Minseok Choi. elinfocom 2023: 1-2 [doi]

Physics-informed variational inference for uncertainty quantification of stochastic differential equationsHyomin Shin, Minseok Choi. jcphy, 487:112183, 2023. [doi]

HistRED: A Historical Document-Level Relation Extraction DatasetSoyoung Yang, Minseok Choi, Youngwoo Cho, Jaegul Choo. acl 2023: 3207-3224 [doi]

2022

Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR PlatformsHankyul Baek, Haemin Lee, Ji-Yeon Kim, Soyi Jung, Minseok Choi, Joongheon Kim. apwcs2 2022: 171-175 [doi]

MGDGAN: Multiple Generator and Discriminator Generative Adversarial Networks for Solving Stochastic Partial Differential EquationsSungha Cho, Minseok Choi. access, 10:130908-130920, 2022. [doi]

Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained ModelHojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-In Hwang, Minseok Choi, Edward Choi, Jaegul Choo. emnlp 2022: 5452-5467 [doi]

A video-based SlowFastMTB model for detection of small amounts of smoke from incipient forest firesMinseok Choi, Chungeon Kim, Hyunseok Oh. jcde, 9(2):793-804, 2022. [doi]

Survey on Reinforcement Learning Approaches for Cache-Assisted Video Streaming SystemMinseok Choi. icoin 2022: 470-473 [doi]

Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-ResolutionMinseok Choi, Won Joon Yun, Joongheon Kim. wiopt 2022: 262-268 [doi]

ArtBrain-K: AI Processor based-on 5-PetaFLOPS AI Server SystemJinho Han, Chun-Gi Lyuh, Kyeongsun Shin, Hyun-Mi Kim, Hyunjeong Kwon, Jaehoon Chung, Yong Cheol Peter Cho, Jinkyu Kim, Jeonghui Suk, Chan Kim, Minseok Choi, Youngsu Kwon. aicas 2022: 466-468 [doi]

Impacts of Device Caching of Content Fractions on Expected Content QualityDongjae Kim, Minseok Choi. wcl, 11(5):1022-1026, 2022. [doi]

Distributed Antenna System-Assisted Energy Efficient SWIPT with Orthogonal Multiple AccessDongjae Kim, Minseok Choi, Dong-Wook Seo. ictc 2022: 1381-1386 [doi]

Search Space Adaptation for Differentiable Neural Architecture Search in Image ClassificationYoungkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim. icufn 2022: 363-365 [doi]

Introduction to Secure Computing Methods in Unmanned Aerial VehiclesSooHyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim. icufn 2022: 239-241 [doi]

AoI-Aware Markov Decision Policies for CachingSooHyun Park, Soyi Jung, Minseok Choi, Joongheon Kim. icdcs 2022: 1274-1275 [doi]

Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected VehiclesWon Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch. tvt, 71(2):2002-2017, 2022. [doi]

2021

Dynamic video delivery using deep reinforcement learning for device-to-device underlaid cache-enabled Internet-of-vehicle networksMinseok Choi, Myungjae Shin, Joongheon Kim. jcn, 23(2):117-128, 2021. [doi]

Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User DemandsMinseok Choi, Andreas F. Molisch, Dong-Jun Han, Dongjae Kim, Joongheon Kim, Jaekyun Moon. TWC, 20(4):2685-2699, 2021. [doi]

FedMes: Speeding Up Federated Learning With Multiple Edge ServersDong-Jun Han, Minseok Choi, Jungwuk Park, Jaekyun Moon. jsac, 39(12):3870-3885, 2021. [doi]

Non-Orthogonal Multiple Access in Distributed Antenna Systems for Max-Min Fairness and Max-Sum-RateDongjae Kim, Minseok Choi. access, 9:69467-69480, 2021. [doi]

Live Demonstration: A Neural Processor for AI AccelerationHyeji Kim, Jaehoon Chung, Kyoung-Seon Shin, Chun-Gi Lyuh, Hyun-Mi Kim, Chan Kim, Yong Cheol Peter Cho, Jeongmin Yang, Je-Seok Ham, Minseok Choi, Jinho Han, Youngsu Kwon. iscas 2021: 1 [doi]

Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial VehiclesSooHyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim. access, 9:94053-94063, 2021. [doi]

Sageflow: Robust Federated Learning against Both Stragglers and AdversariesJungwuk Park, Dong-Jun Han, Minseok Choi, Jaekyun Moon. nips 2021: 840-851 [doi]

2020

Blind Signal Classification Analysis and Impact on User Pairing and Power Allocation in Nonorthogonal Multiple AccessMinseok Choi, Joongheon Kim. access, 8:100916-100929, 2020. [doi]

Video Placements and Dynamic Streaming Services in Wireless Caching NetworksMinseok Choi, Joongheon Kim. ictc 2020: 87-92 [doi]

Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching NetworksMinseok Choi, Andreas F. Molisch, Joongheon Kim. TWC, 19(12):7810-7824, 2020. [doi]

User Scheduling and Power Allocation for Content Delivery in Caching Helper NetworksMinseok Choi, Andreas F. Molisch, Joongheon Kim. icc 2020: 1-6 [doi]

Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's PerspectiveMinseok Choi, Andreas F. Molisch, Dong-Jun Han, Joongheon Kim, Jaekyun Moon. wcnc 2020: 1-6 [doi]

2019

Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access NetworksMinseok Choi, Joongheon Kim, Jaekyun Moon. TWC, 18(10):4846-4858, 2019. [doi]

Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular NetworksMinseok Choi, Daejung Yoon, Joongheon Kim. tvt, 68(10):9722-9734, 2019. [doi]

Markov Decision Policies for Dynamic Video Delivery in Wireless Caching NetworksMinseok Choi, Albert No, Mingyue Ji, Joongheon Kim. TWC, 18(12):5705-5718, 2019. [doi]

Probabilistic Caching Policy for Categorized Contents and Consecutive User DemandsMinseok Choi, Dongjae Kim, Dong-Jun Han, Joongheon Kim, Jaekyun Moon. icc 2019: 1-6 [doi]

2018

Wireless Video Caching and Dynamic Streaming Under Differentiated Quality RequirementsMinseok Choi, Joongheon Kim, Jaekyun Moon. jsac, 36(6):1245-1257, 2018. [doi]

Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver DesignMinseok Choi, Joongheon Kim, Jaekyun Moon. tvt, 67(4):3635-3639, 2018. [doi]

Bi-Directional Cooperative NOMA Without Full CSITMinseok Choi, Dong-Jun Han, Jaekyun Moon. TWC, 17(11):7515-7527, 2018. [doi]

2017

A robust bi-orthogonal/dynamically-orthogonal method using the covariance pseudo-inverse with application to stochastic flow problemsHessam Babaee, Minseok Choi, Themistoklis P. Sapsis, George E. Karniadakis. jcphy, 344:303-319, 2017. [doi]

2014

On the equivalence of dynamically orthogonal and bi-orthogonal methods: Theory and numerical simulationsMinseok Choi, Themistoklis P. Sapsis, George E. Karniadakis. jcphy, 270:1-20, 2014. [doi]

2013

A convergence study for SPDEs using combined Polynomial Chaos and Dynamically-Orthogonal schemesMinseok Choi, Themistoklis P. Sapsis, George E. Karniadakis. jcphy, 245:281-301, 2013. [doi]

2012

Adaptive ANOVA decomposition of stochastic incompressible and compressible flowsXiu Yang, Minseok Choi, Guang Lin, George E. Karniadakis. jcphy, 231(4):1587-1614, 2012. [doi]

Error Estimates for the ANOVA Method with Polynomial Chaos Interpolation: Tensor Product FunctionsZhongqiang Zhang, Minseok Choi, George E. Karniadakis. siamsc, 34(2), 2012. [doi]

2008

A 159.2mW SoC implementation of T-DMB receiver including stacked memoriesJoohyun Lee, Sungdo Kim, Jinkyu Kim, Duckhwan Kim, Young-Su Kwon, Minseok Choi, Kihyuk Park, Bontae Koo, Nak-Woong Eum, Hyuckjae Lee. cicc 2008: 679-682 [doi]

2007

2006

Design of Audio and Video decoder for the T-DMB ReceiverBontae Koo, Juhyun Lee, Sekho Lee, Jinkyu Kim, Minseok Choi, Hyuk Park, Seongmin Kim, Nak-Woong Eum, Heebum Jung. icmcs 2006: 1269-1272 [doi]

2003

An empirical study on the adoption of information appliances with a focus on interactive TVHun Choi, Minseok Choi, Jinwoo Kim, Hyoshik Yu. tele, 20(2):161-183, 2003. [doi]

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