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Soyeon Kim
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 45
Top Topics
Training Process
Expression Recognition
Neural Network
Encoding Scheme
Top Venues
IEEE J. Solid State Circuits
Sensors
CoRR
ISSCC
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Publications
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Sangyeob Kim
,
Soyeon Kim
,
Seongyon Hong
,
Sangjin Kim
,
Jiwon Choi
,
Donghyeon Han
,
Hoi-Jun Yoo
COOL-NPU: Complementary Online Learning Neural Processing Unit.
IEEE Micro
44 (1) (2024)
Sangyeob Kim
,
Soyeon Kim
,
Seongyon Hong
,
Sangjin Kim
,
Donghyeon Han
,
Jiwon Choi
,
Hoi-Jun Yoo
C-DNN: An Energy-Efficient Complementary Deep-Neural-Network Processor With Heterogeneous CNN/SNN Core Architecture.
IEEE J. Solid State Circuits
59 (1) (2024)
Soyeon Kim
,
Hyogon Kim
Don't Push But Pull: Improving Awareness and Channel Utilization by Demand-Driven V2X Communication.
VTC2023-Spring
(2023)
Junghoon Lee
,
Soyeon Kim
,
Eunjung Park
Effect of En-route Reassignment of Hospitals for Ambulances.
ICUFN
(2023)
Soyeon Kim
,
Junho Choi
,
Yeji Choi
,
Subeen Lee
,
Artyom Stitsyuk
,
Minkyoung Park
,
Seongyeop Jeong
,
You-Hyun Baek
,
Jaesik Choi
Explainable AI-Based Interface System for Weather Forecasting Model.
HCI (53)
(2023)
Seryeong Kim
,
Soyeon Kim
,
Soyeon Um
,
Sangjin Kim
,
Zhiyong Li
,
Sangyeob Kim
,
Wooyoung Jo
,
Hoi-Jun Yoo
A Reconfigurable 1T1C eDRAM-based Spiking Neural Network Computing-In-Memory Processor for High System-Level Efficiency.
ISCAS
(2023)
Dongjun Jang
,
Sangah Lee
,
Sungjoo Byun
,
Jinwoong Kim
,
Jean Seo
,
Minseok Kim
,
Soyeon Kim
,
Chaeyoung Oh
,
Jaeyoon Kim
,
Hyemi Jo
,
Hyopil Shin
DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP.
CoRR
(2023)
Soyeon Kim
,
Elisabeth Shi
,
Fjollë Novakazi
,
Oscar Oviedo-Trespalacios
Stakeholder-Centred Taxonomy Design for Automated Vehicles.
AutomotiveUI (Adjunct Proceedings)
(2023)
Sangyeob Kim
,
Soyeon Kim
,
Seongyon Hong
,
Sangjin Kim
,
Donghyeon Han
,
Jiwon Choi
,
Hoi-Jun Yoo
COOL-NPU: Complementary Online Learning Neural Processing Unit with CNN-SNN Heterogeneous Core and Event-driven Backpropagation.
COOL CHIPS
(2023)
Sangyeob Kim
,
Soyeon Kim
,
Seongyon Hong
,
Sangjin Kim
,
Donghyeon Han
,
Hoi-Jun Yoo
C-DNN: A 24.5-85.8TOPS/W Complementary-Deep-Neural-Network Processor with Heterogeneous CNN/SNN Core Architecture and Forward-Gradient-Based Sparsity Generation.
ISSCC
(2023)
Soyeon Kim
,
Riender Happee
,
René van Egmond
Beyond Beeps: Designing Ambient Sound as a Take-Over Request in Automated Vehicles.
AutomationXP@CHI
(2023)
Thomas Goodge
,
Jingyi Li
,
Shiv G. Patel
,
Victor Gravis
,
Soyeon Kim
Enhancing Explainability of Automated Vehicles with Culturally-Aware HMIs.
AutomotiveUI (Adjunct Proceedings)
(2023)
Sangyeob Kim
,
Sangjin Kim
,
Soyeon Um
,
Soyeon Kim
,
Juhyoung Lee
,
Hoi-Jun Yoo
SNPU: An Energy-Efficient Spike Domain Deep-Neural-Network Processor With Two-Step Spike Encoding and Shift-and-Accumulation Unit.
IEEE J. Solid State Circuits
58 (10) (2023)
Sangyeob Kim
,
Sangjin Kim
,
Soyeon Um
,
Soyeon Kim
,
Kwantae Kim
,
Hoi-Jun Yoo
Neuro-CIM: ADC-Less Neuromorphic Computing-in-Memory Processor With Operation Gating/Stopping and Digital-Analog Networks.
IEEE J. Solid State Circuits
58 (10) (2023)
Sangyeob Kim
,
Sangjin Kim
,
Soyeon Um
,
Soyeon Kim
,
Hoi-Jun Yoo
Two-Step Spike Encoding Scheme and Architecture for Highly Sparse Spiking-Neural-Network.
CoRR
(2022)
Soyeon Kim
,
Elmer D. van Grondelle
,
Ilse M. Van Zeumeren
,
Alexander G. Mirnig
,
Kristina Stojmenova
Let's Negotiate with Automation: How can Humans and HMIs Negotiate Disagreement on Automated Vehicles?
AutomotiveUI (Adjunct Proceedings)
(2022)
Hyeonbin Hwang
,
Soyeon Kim
,
Wei-Jin Park
,
Jiho Seo
,
Kyungtae Ko
,
Hyeon Yeo
Vision Transformer Equipped With Neural Resizer On Facial Expression Recognition Task.
ICASSP
(2022)
Yongho Lee
,
Soyeon Kim
,
Hyunchol Shin
A 24 GHz CMOS Direct-Conversion RF Receiver with I/Q Mismatch Calibration for Radar Sensor Applications.
Sensors
22 (21) (2022)
Hyeonbin Hwang
,
Soyeon Kim
,
Wei-Jin Park
,
Jiho Seo
,
Kyungtae Ko
,
Hyeon Yeo
Vision Transformer Equipped with Neural Resizer on Facial Expression Recognition Task.
CoRR
(2022)
Sangyeob Kim
,
Sangjin Kim
,
Soyeon Um
,
Soyeon Kim
,
Kwantae Kim
,
Hoi-Jun Yoo
Neuro-CIM: A 310.4 TOPS/W Neuromorphic Computing-in-Memory Processor with Low WL/BL activity and Digital-Analog Mixed-mode Neuron Firing.
HCS
(2022)
Seokchan Song
,
Soyeon Kim
,
Gwangtae Park
,
Donghyeon Han
,
Hoi-Jun Yoo
A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection.
IEEE Trans. Circuits Syst. II Express Briefs
69 (5) (2022)
Suji Choi
,
Soyeon Kim
,
Mingi Kwak
,
Jaewan Park
,
Subin Park
,
Dongjoon Kwak
,
Hyun Woo Lee
,
Sangwon Lee
Would You Trust Driverless Service? Formation of Pedestrian's Trust and Attitude Using Non-Verbal Social Cues.
Sensors
22 (7) (2022)
Sangyeob Kim
,
Sangjin Kim
,
Soyeon Um
,
Soyeon Kim
,
Kwantae Kim
,
Hoi-Jun Yoo
Neuro-CIM: A 310.4 TOPS/W Neuromorphic Computing-in-Memory Processor with Low WL/BL activity and Digital-Analog Mixed-mode Neuron Firing.
VLSI Technology and Circuits
(2022)
Soyeon Kim
,
Soochang Park
,
Sang-Hoon Lee
,
Taehun Yang
Smart Parking with Learning-aided User Activity Sensing Based on Edge Computing.
CCNC
(2021)
Woocheol Kim
,
Soyeon Kim
,
Hyuk Lim
Malicious Data Frame Injection Attack Without Seizing Association in IEEE 802.11 Wireless LANs.
IEEE Access
9 (2021)
Soyeon Kim
,
Kyung-No Joo
,
Chan-Hyun Youn
Graph Neural Network based Scene Change Detection Using Scene Graph Embedding with Hybrid Classification Loss.
ICTC
(2021)
Soyeon Kim
,
René van Egmond
,
Riender Happee
Effects of User Interfaces on Take-Over Performance: A Review of the Empirical Evidence.
Inf.
12 (4) (2021)
Sanghoon Kang
,
Gwangtae Park
,
Sangjin Kim
,
Soyeon Kim
,
Donghyeon Han
,
Hoi-Jun Yoo
An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations.
IEEE J. Emerg. Sel. Topics Circuits Syst.
11 (4) (2021)
Soyeon Kim
,
Sangjin Kim
,
Sangyeob Kim
,
Donghyeon Han
,
Hoi-Jun Yoo
A 64.1mW Accurate Real-Time Visual Object Tracking Processor With Spatial Early Stopping on Siamese Network.
IEEE Trans. Circuits Syst. II Express Briefs
68 (5) (2021)
Soyeon Kim
,
Sanghoon Kang
,
Donghyeon Han
,
Sangjin Kim
,
Sangyeob Kim
,
Hoi-Jun Yoo
An Energy-Efficient GAN Accelerator With On-Chip Training for Domain-Specific Optimization.
IEEE J. Solid State Circuits
56 (10) (2021)
Soyeon Kim
,
Yulong Bai
,
Zhenjiang Fan
,
Brenda Diergaarde
,
George C. Tseng
,
Hyun Jung Park
The microRNA target site landscape is a novel molecular feature associating alternative polyadenylation with immune evasion activity in breast cancer.
Briefings Bioinform.
22 (3) (2021)
Sanghoon Kang
,
Donghyeon Han
,
Juhyoung Lee
,
Dongseok Im
,
Sangyeob Kim
,
Soyeon Kim
,
Junha Ryu
,
Hoi-Jun Yoo
GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation.
IEEE J. Solid State Circuits
56 (9) (2021)
Boseon Yoo
,
Jiwoo Lee
,
Janghoon Ju
,
Seijun Chung
,
Soyeon Kim
,
Jaesik Choi
Conditional Temporal Neural Processes with Covariance Loss.
ICML
(2021)
Changseong Kim
,
Soyeon Kim
,
Sang-Hoon Lee
,
Soochang Park
,
Taehun Yang
Cyber-Physical Individual Monitoring in Indoor Internet -of- Things Systems With Edge Intelligence.
CCNC
(2021)
Haneul Jeon
,
Sang Lae Kim
,
Soyeon Kim
,
Donghun Lee
Fast Wearable Sensor-Based Foot-Ground Contact Phase Classification Using a Convolutional Neural Network with Sliding-Window Label Overlapping.
Sensors
20 (17) (2020)
Soyeon Kim
,
Sanghoon Kang
,
Donghyeon Han
,
Sangyeob Kim
,
Sangjin Kim
,
Hoi-Jun Yoo
An Energy-Efficient GAN Accelerator with On-chip Training for Domain Specific Optimization.
A-SSCC
(2020)
Hyeyoung Ryu
,
Soyeon Kim
,
Dain Kim
,
Sooan Han
,
Keeheon Lee
,
Younah Kang
Simple and Steady Interactions Win the Healthy Mentality: Designing a Chatbot Service for the Elderly.
Proc. ACM Hum. Comput. Interact.
4 (CSCW2) (2020)
Sanghoon Kang
,
Donghyeon Han
,
Juhyoung Lee
,
Dongseok Im
,
Sangyeob Kim
,
Soyeon Kim
,
Hoi-Jun Yoo
7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation.
ISSCC
(2020)
Soyeon Kim
Fractional Ownership, Democratization and Bubble Formation - The Impact of Blockchain Enabled Asset Tokenization.
AMCIS
(2020)
Soyeon Kim
,
Byeonghyeon Kim
,
Yongho Lee
,
Seungsoo Kim
,
Hyunchol Shin
A 28GHz Direct Conversion Receiver in 65nm CMOS for 5G mmWave Radio.
ISOCC
(2019)
Kwantae Kim
,
Ji-Hoon Kim
,
Surin Gweon
,
Jiwon Lee
,
Minseo Kim
,
Yongsu Lee
,
Soyeon Kim
,
Hoi-Jun Yoo
A 0.5V 9.26μW 15.28mΩ/√Hz Bio-Impedance Sensor IC With 0.55° Overall Phase Error.
ISSCC
(2019)
Byeonghyeon Kim
,
Soyeon Kim
,
Yongho Lee
,
Seungsoo Kim
,
Hyunchol Shin
A 28GHz Quadrature Up-conversion Transmitter in 65nm CMOS for 5G mmWave Radio.
ISOCC
(2019)
Hyun Jung Park
,
Soyeon Kim
,
Wei Li
Model-based analysis of competing-endogenous pathways (MACPath) in human cancers.
PLoS Comput. Biol.
14 (3) (2018)
Soyeon Kim
,
Jay Kandampully
,
Anil Bilgihan
The influence of eWOM communications: An application of online social network framework.
Comput. Hum. Behav.
80 (2018)
Soyeon Kim
,
DongWon Yang
,
Hyun Wook Park
A Disparity-Based Adaptive Multihomography Method for Moving Target Detection Based on Global Motion Compensation.
IEEE Trans. Circuits Syst. Video Technol.
26 (8) (2016)
Minsun Kim
,
Jiyeun Lee
,
Hyebeen Lee
,
Soyeon Kim
,
Haemi Jung
,
Kwang-Hee Han
The Color and Blink Frequency of LED Notification Lights and Smartphone Users' Urgency Perception.
HCI (27)
(2014)