Taeyoon Kim

According to our database, Taeyoon Kim authored at least 30 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing.

Taeyoon Kim, Chanho Park, Mansur Mukimbekov, Heelim Hong, Minseok Kim, Ze Jin, Changdae Kim, Ji-Yong Shin, Myeongjae Jeon

Proc. VLDB Endow., December, 2023

Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses.

Youngeun Nam, Patara Trirat, Taeyoon Kim, Youngseop Lee, Jae-Gil Lee

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Adaptive client training scale orchestration for federated learning.

Younghwan Jeong, Taewon Song, Taeyoon Kim

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue.

Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series.

Patara Trirat, Youngeun Nam, Taeyoon Kim, Jae-Gil Lee

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Cluster-Driven Adaptive Training Approach for Federated Learning.

Younghwan Jeong, Taeyoon Kim

Sensors, 2022

Role of actin filaments and cis binding in cadherin clustering and patterning.

Qilin Yu, Taeyoon Kim, Vijay Rajagopal

PLoS Comput. Biol., 2022

SPICE Study of STDP Characteristics in a Drift and Diffusive Memristor-Based Synapse for Neuromorphic Computing.

Suman Hu, Jaehyun Kang, Taeyoon Kim, Suyoun Lee, Jong-Keuk Park, Inho Kim, Jaewook Kim, Joon Young Kwak, Jongkil Park, Gyu-Tae Kim, Shinhyun Choi, YeonJoo Jeong

IEEE Access, 2022

Sibylla: To Retry or Not To Retry on Deep Learning Job Failure.

Taeyoon Kim, Suyeon Jeong, Jongseop Lee, Soobee Lee, Myeongjae Jeon

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

2021

Prediction of Wave Transmission Characteristics of Low-Crested Structures with Comprehensive Analysis of Machine Learning.

Taeyoon Kim, Soonchul Kwon, Yong-Ju Kwon

Sensors, 2021

Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update.

Taeyoon Kim, Suman Hu, Jaewook Kim, Joon Young Kwak, Jongkil Park, Suyoun Lee, Inho Kim, Jong-Keuk Park, YeonJoo Jeong

Frontiers Comput. Neurosci., 2021

Reliability of Large Scale GPU Clusters for Deep Learning Workloads.

Junjie Qian, Taeyoon Kim, Myeongjae Jeon

Proceedings of the Companion of The Web Conference 2021, 2021

2018

Stochastic Doubly Robust Gradient.

Kanghoon Lee, Jihye Choi, Moonsu Cha, Jung Kwon Lee, Taeyoon Kim

CoRR, 2018

2017

Morphological Transformation and Force Generation of Active Cytoskeletal Networks.

Tamara Carla Bidone, Wonyeong Jung, Daniel Maruri, Carlos Borau, Roger D. Kamm, Taeyoon Kim

PLoS Comput. Biol., 2017

2014

Link Performance Abstraction for Interference-Aware Communications (IAC).

Heunchul Lee, Jonghan Lim, Wonwoo Park, Taeyoon Kim

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

2012

LTE-advanced modem design: challenges and perspectives.

Dongwoon Bai, Cheolhee Park, Jungwon Lee, Hoang Nguyen, Jaspreet Singh, Ankit Gupta, Zhouyue Pi, Taeyoon Kim, Chaiman Lim, Min-Goo Kim, Inyup Kang

IEEE Commun. Mag., 2012

2010

Optimally balancing data and pilot power for adaptive MIMO-OFDM systems.

Taeyoon Kim, Jeffrey G. Andrews

Phys. Commun., 2010

2009

Computational Analysis of Viscoelastic Properties of Crosslinked Actin Networks.

Taeyoon Kim, Wonmuk Hwang, Hyungsuk Lee, Roger D. Kamm

PLoS Comput. Biol., 2009

Joint transceiver design for DSTTD with low-complexity precoder and MMSE-OSIC.

Taeyoon Kim, Hoojin Lee, Jeffrey G. Andrews

IEICE Electron. Express, 2009

2008

A 110 dB, 3-mW fourth-order Σ-Δ modulator for atmospheric pressure sensor.

Taeyoon Kim, Wonki Park, Heesun Ahn, Kyongwon Min, Sangyong Lee, Jongchan Choi, Chulwoo Kim, Kynnyun Kim, Sungchul Lee

Proceedings of the 2008 IEEE International Symposium on System-on-Chip, 2008

2006

Balancing Pilot and Data Power for Adaptive MIMO-OFDM Systems.

Taeyoon Kim, Jeffrey G. Andrews

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005

Bayesian fusion of confidence measures for speech recognition.

Taeyoon Kim, Hanseok Ko

IEEE Signal Process. Lett., 2005

Bayesian Confidence Scoring and Adaptation Techniques for Speech Recognition.

Taeyoon Kim, Hanseok Ko

IEICE Trans. Commun., 2005

Speaker Adaptive Confidence Scoring Using Bayesian Combining.

Taeyoon Kim, Hanseok Ko

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Optimal pilot-to-data power ratio for MIMO-OFDM.

Taeyoon Kim, Jeffrey G. Andrews

Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004

Multi-code multicarrier CDMA: performance analysis.

Taeyoon Kim, Jaeweon Kim, Jeffrey G. Andrews, Theodore S. Rappaport

Proceedings of IEEE International Conference on Communications, 2004

2003

Utterance verification under distributed detection and fusion framework.

Taeyoon Kim, Hanseok Ko

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002

Achieving Real-Time Lip Synch via SVM-Based Phoneme Classification and Lip Shape Refinement.

Taeyoon Kim, Yongsung Kang, Hanseok Ko

Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

2000

Adaptive Pipelined Successive Interference Cancellation for a DS/CDMA System.

Taeyoon Kim, Dae-Ki Hong, Changeon Kang, Daesik Hong

Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

An effective acoustic modeling of names based on model induction.

Taeyoon Kim, Sunmee Kang, Hanseok Ko

Proceedings of the IEEE International Conference on Acoustics, 2000