- Hairin Kim, Seyul Kwak, So Young Yoo, Eui Chul Lee, Soowon Park, Hyunwoong Ko, Minju Bae, Myo-Geong Seo, Gieun Nam, Jun-Young Lee:
Facial Expressions Track Depressive Symptoms in Old Age. Sensors 23(16): 7080 (2023) - Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park:
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. AAAI 2023: 5141-5150 - Jung-Hun Kim, Se-Young Yun, Minchan Jeong, Junhyun Nam, Jinwoo Shin, Richard Combes:
Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles. AISTATS 2023: 1624-1645 - Seokhyun Ryu, Sohyun Kim, Jaeyung Jun, Donguk Moon, Kyungsoo Lee, Jungmin Choi, Sunwoong Kim, Hyungsoo Kim, Luke Kim, Won Ha Choi, Moohyeon Nam, Dooyoung Hwang, Hongchan Roh, Young-Pyo Joo:
System Optimization of Data Analytics Platforms using Compute Express Link (CXL) Memory. BigComp 2023: 9-12 - Hanwoong Jung, Hexiang Ji, Alexey Pushchin, Maxim Ostapenko, Wenlong Niu, Ilya Palachev, Yutian Qu, Pavel Fedin, Yuri Gribov, Heewoo Nam, Dongguen Lim, Hyunjun Kim, Joonho Song, Seungwon Lee, Hwansoo Han:
Accelerating Deep Neural Networks on Mobile Multicore NPUs. CGO 2023: 236-248 - Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang:
C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention. GLOBECOM 2023: 3355-3360 - Hyun-Joon Nam, Hong-June Park:
Pitch Mark Detection from Noisy Speech Waveform Using Wave-U-Net. ICASSP 2023: 1-5 - Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park:
Conditional Graph Information Bottleneck for Molecular Relational Learning. ICML 2023: 18852-18871 - Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md. Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung:
Towards Single Integrated Spoofing-aware Speaker Verification Embeddings. INTERSPEECH 2023: 3989-3993 - Yongwook Seo, Gwangcheol Ryu, Chae-Eun Rhee, Hyunmin Jung, Dayun Nam, Hyuncheol Kim, Seongyong Lim:
Improving the Compression Efficiency of Displacement using Morton-ordered Micro-Image in Video-based Dynamic Mesh Coding. ISCAS 2023: 1-5 - Junwoo Cho, Seungtae Nam, Hyunmo Yang, Seok-Bae Yun, Youngjoon Hong, Eunbyung Park:
Separable Physics-Informed Neural Networks. NeurIPS 2023 - Jun-Mo Kim, Soyeon Bak, Hyeonyeong Nam, WooHyeok Choi, Da-Hyun Kim, Tae-Eui Kam:
SAT-Net: SincNet-Based Attentive Temporal Convolutional Network for Motor Imagery Classification. SMC 2023: 4452-4457 - Junyoung Yun, Hyeongil Nam, Taesoo Kwon, Hyungmin Kim, Jong Park:
Real-time Bi-directional Real-Virtual Interaction Framework Using Automatic Simulation Model Generation. VR Workshops 2023: 935-936 - Chang Min Hyun, Tae Jun Jang, Jeongchan Nam, Hyeuknam Kwon, Kiwan Jeon, Kyunghun Lee:
Machine Learning-based Signal Quality Assessment for Cardiac Volume Monitoring in Electrical Impedance Tomography. CoRR abs/2301.01469 (2023) - Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park:
Conditional Graph Information Bottleneck for Molecular Relational Learning. CoRR abs/2305.01520 (2023) - Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md. Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung:
Towards single integrated spoofing-aware speaker verification embeddings. CoRR abs/2305.19051 (2023) - Junwoo Cho, Seungtae Nam, Hyunmo Yang, Seok-Bae Yun, Youngjoon Hong, Eunbyung Park:
Separable Physics-Informed Neural Networks. CoRR abs/2306.15969 (2023) - Dong-Hyun Jung, Hongjae Nam, Junil Choi, David J. Love:
Modeling and Analysis of GEO Satellite Networks. CoRR abs/2312.15924 (2023) - 2022
- Hyundong Jang, Hyeok Yun, Chanyang Park, Kyeongrae Cho, Kihoon Nam, Jun-Sik Yoon, Hyun-Chul Choi, Rock-Hyun Baek:
Extraction of Device Structural Parameters Through DC/AC Performance Using an MLP Neural Network Algorithm. IEEE Access 10: 64408-64419 (2022) - Duc Tri Phan, Van Nam Tran, Le Hai Tran, Sumin Park, Jaeyeop Choi, Hyun Wook Kang, Jung-Hwan Oh:
Enhanced precision of real-time control photothermal therapy using cost-effective infrared sensor array and artificial neural network. Comput. Biol. Medicine 141: 104960 (2022) - Philip Chikontwe, Hyun Jung Sung, Jaehoon Jeong, Meejeong Kim, Heounjeong Go, Soo Jeong Nam, Sang Hyun Park:
Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization. Medical Image Anal. 80: 102482 (2022) - Liu Ke, Xuan Zhang, Jinin So, Jong-Geon Lee, Shinhaeng Kang, Sukhan Lee, Songyi Han, YeonGon Cho, Jin Hyun Kim, Yongsuk Kwon, KyungSoo Kim, Jin Jung, IlKwon Yun, Sung Joo Park, Hyunsun Park, Joon-Ho Song, Jeonghyeon Cho, Kyomin Sohn, Nam Sung Kim, Hsien-Hsin S. Lee:
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM. IEEE Micro 42(1): 116-127 (2022) - Hyung Jun Park, Namu Park, Jang Ho Lee, Myeong Geun Choi, Jin-Sook Ryu, Min Song, Chang Min Choi:
Automated extraction of information of lung cancer staging from unstructured reports of PET-CT interpretation: natural language processing with deep-learning. BMC Medical Informatics Decis. Mak. 22(1): 229 (2022) - Hyung Jun Park, Nam Ho Kim, Jooho Choi:
A Trade-Off Analysis between Sensor Quality and Data Intervals for Prognostics Performance. Sensors 22(19): 7220 (2022) - Jung Hyun Choi, Kanghyun Nam, Sehoon Oh:
High-Accuracy Driving Control of a Stone-Throwing Mobile Robot for Curling. IEEE Trans Autom. Sci. Eng. 19(4): 3210-3221 (2022) - Yulong Shang, Seunghyeon Kim, Hojun Kim, Jae-Hyun Seo, Namho Hur, Taejin Jung:
Partial Gaussian-Approximation Soft Demapper for the Core Layer of MIMO-LDM in ATSC 3.0. IEEE Trans. Broadcast. 68(1): 123-131 (2022) - Hyosung Nam, Jihoon Kim, Jooyoung Jeon, Hee-Sauk Jhon, Junghyun Kim:
High-Performance RF Power Amplifier Module Using Optimum Chip-Level Packaging Structure. IEEE Trans. Ind. Electron. 69(6): 5660-5668 (2022) - Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park:
Relational Self-Supervised Learning on Graphs. CIKM 2022: 1054-1063 - Sang-Woo Lee, Nam Kim, Jung-Hyok Kwon, Hyung Do Choi, Sol-Bee Lee, Eui-Jik Kim:
Comparative Study of Word Embeddings for Classification of Scientific Article on Human Health Risk of Electromagnetic Fields. GCCE 2022: 391-392 - Jun Hyun Nam, Jaehyung Kim, Jaeho Lee, Jinwoo Shin:
Spread Spurious Attribute: Improving Worst-group Accuracy with Spurious Attribute Estimation. ICLR 2022