Doyoung Kim

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 50

Top Topics

Convolutional Neural Network

Search And Rescue Operations

Top Venues

Publications

Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
Adaptive Shortcut Debiasing for Online Continual Learning. AAAI (2024)
Tyler Griggs, Xiaoxuan Liu, Jiaxiang Yu, Doyoung Kim, Wei-Lin Chiang, Alvin Cheung, Ion Stoica
M\'elange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity. CoRR (2024)
Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo
How Well Do Large Language Models Truly Ground? NAACL-HLT (2024)
Hyunji Lee, Doyoung Kim, Jihoon Jun, Se June Joo, Joel Jang, Kyoung-Woon On, Minjoon Seo
Semiparametric Token-Sequence Co-Supervision. ACL (1) (2024)
Doyoung Kim, Seongah Jeong, Jinkyu Kang
Energy-Efficient Secure Offloading System Designed via UAV-Mounted Intelligent Reflecting Surface for Resilience Enhancement. IEEE Internet Things J. 11 (3) (2024)
Hyunji Lee, Doyoung Kim, Jihoon Jun, Se June Joo, Joel Jang, Kyoung-Woon On, Minjoon Seo
Semiparametric Token-Sequence Co-Supervision. CoRR (2024)
Hyeonbin Hwang, Doyoung Kim, Seungone Kim, Seonghyeon Ye, Minjoon Seo
Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards. CoRR (2024)
Doyoung Kim, Jongwon Lee, Jinho Park, Minjoon Seo
Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model. CoRR (2024)
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets. ICLR (2024)
Doyoung Kim, Seongah Jeong
Joint Mechanical and Electrical Adjustment of IRS-aided LEO Satellite MIMO Communications. CoRR (2024)
Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt. EMNLP (Findings) (2023)
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners. ICLR (2023)
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
Exploring the Benefits of Training Expert Language Models over Instruction Tuning. CoRR (2023)
Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo
How Well Do Large Language Models Truly Ground? CoRR (2023)
Doyoung Kim, Seongah Jeong, Jinkyu Kang
Energy-Efficient Secure Offloading System Designed via UAV-Mounted Intelligent Reflecting Surface for Resilience Enhancement. CoRR (2023)
Jaehwan Bong, Doyoung Kim, Seongkyun Jeong
AI-based Algorithm for GNSS Spoofing Detection. ICTC (2023)
Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning. CoRR (2023)
Dongmin Park, Seola Choi, Doyoung Kim, Hwanjun Song, Jae-Gil Lee
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy. NeurIPS (2023)
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets. CoRR (2023)
Dongmin Park, Seola Choi, Doyoung Kim, Hwanjun Song, Jae-Gil Lee
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy. CoRR (2023)
Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning. EMNLP (2023)
Doyoung Kim, Susik Yoon, Dongmin Park, Youngjun Lee, Hwanjun Song, Jihwan Bang, Jae-Gil Lee
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning. CoRR (2023)
Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
Adaptive Shortcut Debiasing for Online Continual Learning. CoRR (2023)
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
Exploring the Benefits of Training Expert Language Models over Instruction Tuning. ICML (2023)
Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo
Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization. CoRR (2022)
Doyoung Kim, Sanghyuk Park
Vision-assisted deep stall landing for a fixed-wing UAV. J. Field Robotics 39 (7) (2022)
Doyoung Kim, Seongah Jeong
Joint Optimization of Offloading Scheduling and Path Planning for Space-air-ground Integrated Edge Computing Systems. ICTC (2022)
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies. AAAI (2022)
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners. CoRR (2022)
Seungjin Kwon, Jaehyun Ahn, Hyukgeun Choi, Jiho Jeon, Doyoung Kim, Hoyeon Kim, Shinjin Kang
Analytical Framework for Facial Expression on Game Experience Test. IEEE Access 10 (2022)
Won Gi Choi, Doyoung Kim, Hongchan Roh, Sanghyun Park
OurRocks: Offloading Disk Scan Directly to GPU in Write-Optimized Database System. IEEE Trans. Computers 70 (11) (2021)
Inwoong Lee, Doyoung Kim, Sanghoon Lee
3-D Human Behavior Understanding Using Generalized TS-LSTM Networks. IEEE Trans. Multim. 23 (2021)
Doyoung Kim, Inwoong Lee, Dohyung Kim, Sanghoon Lee
Action Recognition Using Close-Up of Maximum Activation and ETRI-Activity3D LivingLab Dataset. Sensors 21 (20) (2021)
Minseok Kim, Hwanjun Song, Doyoung Kim, Kijung Shin, Jae-Gil Lee
PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation. AAAI (2021)
Inwoong Lee, Doyoung Kim, Dongyoon Wee, Sanghoon Lee
An Efficient Human Instance-Guided Framework for Video Action Recognition. Sensors 21 (24) (2021)
Jihwan Lee, Won Gi Choi, Doyoung Kim, Hanseung Sung, Sanghyun Park
TLSM: Tiered Log-Structured Merge-Tree Utilizing Non-Volatile Memory. IEEE Access 8 (2020)
Jaehyun Ahn, Junsik Hwang, Doyoung Kim, Hyukgeun Choi, Shinjin Kang
A Survey on Churn Analysis in Various Business Domains. IEEE Access 8 (2020)
Minseok Kim, Junhyeok Kang, Doyoung Kim, Hwanjun Song, Hyangsuk Min, Youngeun Nam, Dongmin Park, Jae-Gil Lee
Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea. KDD (2020)
Doyoung Kim, Won Gi Choi, Hanseung Sung, Sanghyun Park
A scalable and persistent key-value store using non-volatile memory. SAC (2019)
Kyongsik Yun, Luan Nguyen, Tuan Nguyen, Doyoung Kim, Sarah Eldin, Alexander Huyen, Thomas Lu, Edward Chow
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation. CoRR (2019)
Doyoung Kim, Sanghoon Lee, Sagar Jadhav, Hyuck-Joo Kwon, Sang-Hoon Lee
Robust Fingerprinting Method for Webtoon Identification in Large-Scale Databases. IEEE Access 6 (2018)
Sang-Hoon Lee, Doyoung Kim, Sagar Jadhav, Sanghoon Lee
A restoration method for distorted comics to improve comic contents identification. Int. J. Document Anal. Recognit. 20 (4) (2017)
Jeongwoo Kim, Changbae Bang, Hyeonseo Hwang, Doyoung Kim, Chihyun Park, Sanghyun Park
IMA: Identifying disease-related genes using MeSH terms and association rules. J. Biomed. Informatics 76 (2017)
Doyoung Kim, Byung Kwan Oh, Hyo Seon Park, Hak Bo Shim, Jiyoung Kim
Modal Identification for High-Rise Building Structures Using Orthogonality of Filtered Response Vectors. Comput. Aided Civ. Infrastructure Eng. 32 (12) (2017)
Hyewon Song, Doyoung Kim, Hyuck-Joo Kwon, Sanghoon Lee
Natural scene statistics based publication classification algorithm using convolutional neural network. APSIPA (2017)
Inwoong Lee, Doyoung Kim, Seoungyoon Kang, Sanghoon Lee
Ensemble Deep Learning for Skeleton-Based Action Recognition Using Temporal Sliding LSTM Networks. ICCV (2017)
Byung Kwan Oh, Doyoung Kim, Hyo Seon Park
Modal Response-Based Visual System Identification and Model Updating Methods for Building Structures. Comput. Aided Civ. Infrastructure Eng. 32 (1) (2017)
Doyoung Kim, Sang-Hoon Lee, Sagar Vasant Jadhav, Sanghoon Lee
Content-based webtoon fingerprint method. APSIPA (2016)
Taegeun Oh, Nakyeon Choi, Doyoung Kim, Sanghoon Lee
Low-complexity and robust comic fingerprint method for comic identification. Signal Process. Image Commun. 39 (2015)
Beom Kwon, Doyoung Kim, Junghwan Kim, Inwoong Lee, Jongyoo Kim, Heeseok Oh, Haksub Kim, Sanghoon Lee
Implementation of Human Action Recognition System Using Multiple Kinect Sensors. PCM (1) (2015)
Doyoung Kim, Seongki Lee, Sung-Ah Kim
Interactive Decision Making Environment for the Design Optimization of Climate Adaptive Building Shells. CDVE (2013)
Soo Eun Chae, Doyoung Kim, Jae-Ho Han
Determinants of Differential Item Functioning in an Elementary Mathematics Test With Accommodations. IEEE Trans. Educ. 55 (2) (2012)
Doyoung Kim, Seongki Lee, Sung-Ah Kim
A Visualization System for the Comfort Analysis of Modular Architecture: A Case Study. CDVE (2012)
Ingeun Yi, Seongki Lee, Sunyoung Jang, Doyoung Kim, Sung-Ah Kim
Communication between Physical and Virtual Models in Designing Smart Buildings. CDVE (2012)
Hun-sik Kang, Doyoung Kim, Sin-Chong Park
Coarse frequency offset estimation using a delayed auto-quadricorrelator in OFDM-based WLANs. ICUMT (2011)