Taeyoon Kim

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 15

Top Topics

Photometric Invariant

Machine Learning

Top Venues

PLoS Comput. Biol.

Publications

Younghwan Jeong, Taewon Song, Taeyoon Kim
Adaptive client training scale orchestration for federated learning. ICTC (2023)
Youngeun Nam, Patara Trirat, Taeyoon Kim, Youngseop Lee, Jae-Gil Lee
Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses. ECML/PKDD (6) (2023)
Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis
What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue. ACL (industry) (2023)
Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis
WHAT, WHEN, and HOW to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue. CoRR (2023)
Patara Trirat, Youngeun Nam, Taeyoon Kim, Jae-Gil Lee
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series. AAAI (2023)
Taeyoon Kim, Chanho Park, Mansur Mukimbekov, Heelim Hong, Minseok Kim, Ze Jin, Changdae Kim, Ji-Yong Shin, Myeongjae Jeon
FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing. Proc. VLDB Endow. 17 (4) (2023)
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
SPICE Study of STDP Characteristics in a Drift and Diffusive Memristor-Based Synapse for Neuromorphic Computing. IEEE Access 10 (2022)
Younghwan Jeong, Taeyoon Kim
A Cluster-Driven Adaptive Training Approach for Federated Learning. Sensors 22 (18) (2022)
Qilin Yu, Taeyoon Kim, Vijay Rajagopal
Role of actin filaments and cis binding in cadherin clustering and patterning. PLoS Comput. Biol. 18 (7) (2022)
Taeyoon Kim, Suyeon Jeong, Jongseop Lee, Soobee Lee, Myeongjae Jeon
Sibylla: To Retry or Not To Retry on Deep Learning Job Failure. USENIX Annual Technical Conference (2022)
Junjie Qian, Taeyoon Kim, Myeongjae Jeon
Reliability of Large Scale GPU Clusters for Deep Learning Workloads. WWW (Companion Volume) (2021)
Taeyoon Kim, Suman Hu, Jaewook Kim, Joon Young Kwak, Jongkil Park, Suyoun Lee, Inho Kim, Jong-Keuk Park, YeonJoo Jeong
Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update. Frontiers Comput. Neurosci. 15 (2021)
Taeyoon Kim, Soonchul Kwon, Yong-Ju Kwon
Prediction of Wave Transmission Characteristics of Low-Crested Structures with Comprehensive Analysis of Machine Learning. Sensors 21 (24) (2021)
Kanghoon Lee, Jihye Choi, Moonsu Cha, Jung Kwon Lee, Taeyoon Kim
Stochastic Doubly Robust Gradient. CoRR (2018)
Tamara Carla Bidone, Wonyeong Jung, Daniel Maruri, Carlos Borau, Roger D. Kamm, Taeyoon Kim
Morphological Transformation and Force Generation of Active Cytoskeletal Networks. PLoS Comput. Biol. 13 (1) (2017)
Heunchul Lee, Jonghan Lim, Wonwoo Park, Taeyoon Kim
Link Performance Abstraction for Interference-Aware Communications (IAC). VTC Fall (2014)
Heunchul Lee, Taeyoon Kim, Wonwoo Park, Jonghan Lim
Link Performance Abstraction for Interference-Aware Communications (IAC). CoRR (2013)
Dongwoon Bai, Cheolhee Park, Jungwon Lee, Hoang Nguyen, Jaspreet Singh, Ankit Gupta, Zhouyue Pi, Taeyoon Kim, Chaiman Lim, Min-Goo Kim, Inyup Kang
LTE-advanced modem design: challenges and perspectives. IEEE Commun. Mag. 50 (2) (2012)
Taeyoon Kim, Jeffrey G. Andrews
Optimally balancing data and pilot power for adaptive MIMO-OFDM systems. Phys. Commun. 3 (3) (2010)
Taeyoon Kim, Hoojin Lee, Jeffrey G. Andrews
Joint transceiver design for DSTTD with low-complexity precoder and MMSE-OSIC. IEICE Electron. Express 6 (8) (2009)
Taeyoon Kim, Wonmuk Hwang, Hyungsuk Lee, Roger D. Kamm
Computational Analysis of Viscoelastic Properties of Crosslinked Actin Networks. PLoS Comput. Biol. 5 (7) (2009)
Taeyoon Kim, Wonki Park, Heesun Ahn, Kyongwon Min, Sangyong Lee, Jongchan Choi, Chulwoo Kim, Kynnyun Kim, Sungchul Lee
A 110 dB, 3-mW fourth-order Σ-Δ modulator for atmospheric pressure sensor. SoC (2008)
Taeyoon Kim, Jeffrey G. Andrews
Balancing Pilot and Data Power for Adaptive MIMO-OFDM Systems. GLOBECOM (2006)
Taeyoon Kim, Jeffrey G. Andrews
Optimal pilot-to-data power ratio for MIMO-OFDM. GLOBECOM (2005)
Taeyoon Kim, Hanseok Ko
Bayesian Confidence Scoring and Adaptation Techniques for Speech Recognition. IEICE Trans. Commun. (4) (2005)
Taeyoon Kim, Hanseok Ko
Bayesian fusion of confidence measures for speech recognition. IEEE Signal Process. Lett. 12 (12) (2005)
Taeyoon Kim, Hanseok Ko
Speaker Adaptive Confidence Scoring Using Bayesian Combining. ICASSP (1) (2005)
Taeyoon Kim, Jaeweon Kim, Jeffrey G. Andrews, Theodore S. Rappaport
Multi-code multicarrier CDMA: performance analysis. ICC (2004)
Taeyoon Kim, Hanseok Ko
Utterance verification under distributed detection and fusion framework. INTERSPEECH (2003)
Taeyoon Kim, Yongsung Kang, Hanseok Ko
Achieving Real-Time Lip Synch via SVM-Based Phoneme Classification and Lip Shape Refinement. ICMI (2002)
Taeyoon Kim, Sunmee Kang, Hanseok Ko
An effective acoustic modeling of names based on model induction. ICASSP (2000)
Taeyoon Kim, Dae-Ki Hong, Changeon Kang, Daesik Hong
Adaptive Pipelined Successive Interference Cancellation for a DS/CDMA System. ICC (2) (2000)