Dohee Kim

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 38

Top Topics

Neural Architecture

Energy Management

Video Analytics

Computationally Tractable

Top Venues

Publications

Suyong Park, Duc Giap Nguyen, Jinrak Park, Dohee Kim, Jeong Soo Eo, Kyoungseok Han
Deep Neural Network NMPC for Computationally Tractable Optimal Power Management of Hybrid Electric Vehicle. CoRR (2024)
Unggi Lee, Jiyeong Bae, Dohee Kim, Sookbun Lee, Jaekwon Park, Taekyung Ahn, Gunho Lee, Damji Stratton, Hyeoncheol Kim
Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task. CoRR (2024)
Youngjae Kwon, Won-Tae Koo, Sangsu Park, Dong Ik Suh, Gunhee Lee, Hyung Dong Lee, Youngbae Ahn, Dohee Kim, Seungwook Ryu, Hoseok Em, Seokjoon Kang, Chang Won Jeong, Junho Cheon, Hyejung Choi, Soo Gil Kim, Seho Lee, Jaeyun Yi, Seonyong Cha
Improvement of MAC Accuracy using Oxygen Diffusion Barriers in Resistive Synaptic Cell Arrays. IMW (2024)
Jaehoon Lee, Dohee Kim, Sung-Hyun Sim
Temporal Multi-Features Representation Learning-Based Clustering for Time-Series Data. IEEE Access 12 (2024)
Haeun Eom, Dohee Kim, Sori Lim, Hyungjoon Koo, Sungjae Hwang
R2I: A Relative Readability Metric for Decompiled Code. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Duc Giap Nguyen, Suyong Park, Jinrak Park, Dohee Kim, Jeong Soo Eo, Kyoungseok Han
An MPC Approximation Approach for Adaptive Cruise Control With Reduced Computational Complexity and Low Memory Footprint. IEEE Trans. Intell. Veh. 9 (2) (2024)
Sung-Hyun Sim, Dohee Kim, Hyerim Bae
Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Dohee Kim, Yujin Baek, Soyoung Yang, Jaegul Choo
Towards Formality-Aware Neural Machine Translation by Leveraging Context Information. EMNLP (Findings) (2023)
Dohee Kim, Youngwon Seo, Hongsoon Jang, Hyemin Kang, Gu-Min Jeong, Jeong Soo Eo
Vehicle-in-the-Loop Experimental Verification of Real-Time Embedded Computation on Microcontroller for Service-Oriented Energy-Optimal Strategies of Intelligent Electric Vehicles. ITSC (2023)
Sung-Hyun Sim, Dohee Kim, Seok Chan Jeong
Temporal Attention Gate Network With Temporal Decomposition for Improved Prediction Accuracy of Univariate Time-Series Data. ICAIIC (2023)
Hanbyeol Park, Dohee Kim, Minseop Kim, Mingyu Park, Hyerim Bae, Yunkyung Park
A novel training mechanism for health indicator construction and remaining useful lifetime (RUL) prediction. BigData (2023)
Jehyun Park, Jongeun Choi, Sungjae Nah, Dohee Kim
Distributional and hierarchical reinforcement learning for physical systems with noisy state observations and exogenous perturbations. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency. CoRR (2023)
Dohee Kim, Ra Yoo, Soyoung Yang, Hee Yang, Jaegul Choo
AniEE: A Dataset of Animal Experimental Literature for Event Extraction. EMNLP (Findings) (2023)
Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae
Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder. CogMI (2023)
Dohee Kim, Hong Gi Shim, Jeong Soo Eo
A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions. AAAI (2022)
Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency. AAAI (2022)
Dohee Kim, Hyerim Bae
TDTA: A New Hybrid Framework for Long-term Forecasting of Container Volume. Big Data (2022)
Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-In Hwang, Minseok Choi, Edward Choi, Jaegul Choo
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model. EMNLP (2022)
Dohee Kim, Sangsu Jang, Beom Kim, Young-Woo Park
Design and Field Trial of Lumino in Homes: Supporting Reflective Life by Archiving and Showing Daily Moods with Light Colors. Conference on Designing Interactive Systems (2022)
Sung-Hyun Sim, Dohee Kim, Hyerim Bae
CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. CoRR (2022)
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. USENIX Annual Technical Conference (2022)
Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
Service-Oriented Real-Time Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. CoRR (2022)
Jung Hyun Choi, Dohee Kim, Jeong Soo Eo, Kanghyun Nam, Zejiang Wang, Junmin Wang, Sehoon Oh
Coordinated Steering Angle and Yaw Moment Distribution to Increase Vehicle Regenerative Energy in Autonomous Driving. ITSC (2022)
Joon Kyung Kim, Byung Hoon Ahn, Sean Kinzer, Soroush Ghodrati, Rohan Mahapatra, Brahmendra Reddy Yatham, Shu-Ting Wang, Dohee Kim, Parisa Sarikhani, Babak Mahmoudi, Divya Mahajan, Jongse Park, Hadi Esmaeilzadeh
Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration. IEEE Micro 42 (5) (2022)
Jung Hyun Choi, Dohee Kim, Jeong Soo Eo, Sehoon Oh
Energy-Saving Algorithm Considering Cornering Resistance of a Four-Wheel Independent Drive Electric Vehicle With Vehicle-to-Vehicle (V2V) Information. IEEE Access 10 (2022)
Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
Parameterized Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Real-Time Dynamic Programming Approach. IEEE Access 9 (2021)
Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
Parameterized Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Real-Time Dynamic Programming Approach. CoRR (2021)
Jinsung Kim, Hoonhee Kim, Jinwoo Bae, Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
Economic Nonlinear Predictive Control for Real-Time Optimal Energy Management of Parallel Hybrid Electric Vehicles. IEEE Access 8 (2020)
Chanyoung Oh, Gunju Park, Sumin Kim, Dohee Kim, Youngmin Yi
Towards Real-time CNN Inference from a Video Stream on a Mobile GPU (WiP Paper). LCTES (2020)
Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Practical Design and Implementation for Real-World Commercial PHEVs. ITSC (2020)
Yulim Choi, Hyeonho Kwun, Dohee Kim, Eunjoo Lee, Hyerim Bae
Method of Predictive Maintenance for Induction Furnace Based on Neural Network. BigComp (2020)
Dohee Kim, Hyokyung Bahn
Exploiting write-only-once characteristics of file data in smartphone buffer cache management. Pervasive Mob. Comput. 40 (2017)
Nam-Chul Cho, Seoung-Hwan Seo, Dohee Kim, Ji-Sun Shin, Jeongmin Ju, Jihye Seong, Seon Hee Seo, Iiyoun Lee, Kyung-Tae Lee, Yun Kyung Kim, Kyoung Tai No, Ae Nim Pae
Pharmacophore-based virtual screening, biological evaluation and binding mode analysis of a novel protease-activated receptor 2 antagonist. J. Comput. Aided Mol. Des. 30 (8) (2016)
Dohee Kim, Soyoon Lee, Hyokyung Bahn
An Adaptive Location Detection scheme for energy-efficiency of smartphones. Pervasive Mob. Comput. 31 (2016)
Dohee Kim, Soyoon Lee, Hyokyung Bahn
An Energy-Efficient Positioning Scheme for Location-Based Services in a Smartphone. RTCSA (2016)
Dohee Kim
Robust adaptive fuzzy output feedback control strategy for uncertain perturbed nonlinear system. CCA (2015)
Dohee Kim
Robust adaptive fuzzy disturbance accommodation control for a class of uncertain nonlinear system. CDC (2013)
Dohee Kim, Eunji Lee, Sungyong Ahn, Hyokyung Bahn
Improving the storage performance of smartphones through journaling in non-volatile memory. IEEE Trans. Consumer Electron. 59 (3) (2013)
Huyen T. Dinh, Shubhendu Bhasin, Dohee Kim, Warren E. Dixon
Dynamic neural network-based global output feedback tracking control for uncertain second-order nonlinear systems. ACC (2012)
Dohee Kim, Huyen T. Dinh, William MacKunis, Norman G. Fitz-Coy, Warren E. Dixon
A recurrent neural network (RNN)-based attitude control method for a VSCMG-actuated satellite. ACC (2012)
Dohee Kim, Frederick A. Leve, Norman G. Fitz-Coy, Warren E. Dixon
Adaptive attitude control for a small satellite with integrated singularity avoidance and momentum management. ACC (2011)
Dohee Kim, H. Chung, Shubhendu Bhasin, Warren E. Dixon
Robust composite adaptive fuzzy identification and control for a class of MIMO nonlinear systems. ACC (2011)
Dohee Kim, William MacKunis, Norman G. Fitz-Coy, Warren E. Dixon
Precision IPACS in the presence of dynamic uncertainty. CDC (2009)