Soyeon Kim

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Known people with the same name:

Bibliography

2025
Differentially Private Federated Clustering with Random Rebalancing.
CoRR, August, 2025

EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes.
CoRR, July, 2025

From KMMLU-Redux to KMMLU-Pro: A Professional Korean Benchmark Suite for LLM Evaluation.
CoRR, July, 2025

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction.
CoRR, May, 2025

Reasoning Models Better Express Their Confidence.
CoRR, May, 2025

Example-Based Concept Analysis Framework for Deep Weather Forecast Models.
CoRR, April, 2025

Explainable AI-Based Interface System for Weather Forecasting Model.
CoRR, April, 2025

EXAONE Deep: Reasoning Enhanced Language Models.
CoRR, March, 2025

A 2.67 mJ/frame Video Mamba Accelerator with Importance-aware Redundancy Elimination and SSM Computing Reformulation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

A 32.65µm<sup>2</sup> Spin/Area Large Scale Ising CIM with Progressive Circular Dataflow and Bi-directional eDRAM Cell Array.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Diverse Rare Sample Generation with Pretrained GANs.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
A Tri-Band Dual-Concurrent Wi-Fi 802.11be Transceiver Achieving -46 dB TX/RX EVM Floor at 7.1 GHz for a 4 K-QAM 320 MHz Signal.
IEEE J. Solid State Circuits, December, 2024

Near-Infrared-Sensing Flexible Organic Synaptic Transistors with Water-Processable Charge-Trapping Polymers for Potential Neuromorphic Computing/Skin Applications.
Adv. Intell. Syst., April, 2024

C-DNN: An Energy-Efficient Complementary Deep-Neural-Network Processor With Heterogeneous CNN/SNN Core Architecture.
IEEE J. Solid State Circuits, January, 2024

COOL-NPU: Complementary Online Learning Neural Processing Unit.
IEEE Micro, 2024

A Dual-Module System for Copyright-Free Image Recommendation and Infringement Detection in Educational Materials.
J. Imaging, 2024

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases.
CoRR, 2024

EXAONE 3.0 7.8B Instruction Tuned Language Model.
CoRR, 2024

Capsule Neural Networks as Noise Stabilizer for Time Series Data.
CoRR, 2024

Deep neural network learning biological condition information refines gene-expression-based cell subtypes.
Briefings Bioinform., 2024

NeRF-Navi: A 93.6-202.9µJ/task Switchable Approximate-Accurate NeRF Path Planning Processor with Dual Attention Engine and Outlier Bit-Offloading Core.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

4.2 A Tri-Band Dual-Concurrent Wi-Fi 802.11be Transceiver Achieving -46dB TX/RX EVM Floor at 7.1GHz for a 4K-QAM 320MHz Signal.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024

20.5 C-Transformer: A 2.6-18.1μJ/Token Homogeneous DNN-Transformer/Spiking-Transformer Processor with Big-Little Network and Implicit Weight Generation for Large Language Models.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024

Two-Step Spike Encoding Scheme and Architecture for Highly Sparse Spiking-Neural-Network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Low-Power Large-Language-Model Processor with Big-Little Network and Implicit-Weight-Generation for On-Device AI.
Proceedings of the 36th IEEE Hot Chips Symposium, 2024

DualNet: Efficient Integration of Artificial Neural Network and Spiking Neural Network with Equivalent Conversion.
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023
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, October, 2023

Neuro-CIM: ADC-Less Neuromorphic Computing-in-Memory Processor With Operation Gating/Stopping and Digital-Analog Networks.
IEEE J. Solid State Circuits, October, 2023

DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP.
CoRR, 2023

Don't Push But Pull: Improving Awareness and Channel Utilization by Demand-Driven V2X Communication.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

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.
Proceedings of the IEEE International Solid- State Circuits Conference, 2023

A Reconfigurable 1T1C eDRAM-based Spiking Neural Network Computing-In-Memory Processor for High System-Level Efficiency.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Effect of En-route Reassignment of Hospitals for Ambulances.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Explainable AI-Based Interface System for Weather Forecasting Model.
Proceedings of the HCI International 2023 - Late Breaking Papers, 2023

COOL-NPU: Complementary Online Learning Neural Processing Unit with CNN-SNN Heterogeneous Core and Event-driven Backpropagation.
Proceedings of the IEEE Symposium in Low-Power and High-Speed Chips, 2023

Beyond Beeps: Designing Ambient Sound as a Take-Over Request in Automated Vehicles.
Proceedings of the Workshop on Intervening, 2023

Stakeholder-Centred Taxonomy Design for Automated Vehicles.
Proceedings of the Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023

Enhancing Explainability of Automated Vehicles with Culturally-Aware HMIs.
Proceedings of the Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023

2022
A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

A 24 GHz CMOS Direct-Conversion RF Receiver with I/Q Mismatch Calibration for Radar Sensor Applications.
Sensors, 2022

Would You Trust Driverless Service? Formation of Pedestrian's Trust and Attitude Using Non-Verbal Social Cues.
Sensors, 2022

Vision Transformer Equipped With Neural Resizer On Facial Expression Recognition Task.
Proceedings of the IEEE International Conference on Acoustics, 2022

Neuro-CIM: A 310.4 TOPS/W Neuromorphic Computing-in-Memory Processor with Low WL/BL activity and Digital-Analog Mixed-mode Neuron Firing.
Proceedings of the 2022 IEEE Hot Chips 34 Symposium, 2022

Let's Negotiate with Automation: How can Humans and HMIs Negotiate Disagreement on Automated Vehicles?
Proceedings of the AutomotiveUI '22: 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications - Adjunct Proceedings, Seoul, Republic of Korea, September 17, 2022

2021
A 64.1mW Accurate Real-Time Visual Object Tracking Processor With Spatial Early Stopping on Siamese Network.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

An Energy-Efficient GAN Accelerator With On-Chip Training for Domain-Specific Optimization.
IEEE J. Solid State Circuits, 2021

GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation.
IEEE J. Solid State Circuits, 2021

Effects of User Interfaces on Take-Over Performance: A Review of the Empirical Evidence.
Inf., 2021

An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

The microRNA target site landscape is a novel molecular feature associating alternative polyadenylation with immune evasion activity in breast cancer.
Briefings Bioinform., 2021

Malicious Data Frame Injection Attack Without Seizing Association in IEEE 802.11 Wireless LANs.
IEEE Access, 2021

Graph Neural Network based Scene Change Detection Using Scene Graph Embedding with Hybrid Classification Loss.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Conditional Temporal Neural Processes with Covariance Loss.
Proceedings of the 38th International Conference on Machine Learning, 2021

Smart Parking with Learning-aided User Activity Sensing Based on Edge Computing.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

Cyber-Physical Individual Monitoring in Indoor Internet -of- Things Systems With Edge Intelligence.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020
Fast Wearable Sensor-Based Foot-Ground Contact Phase Classification Using a Convolutional Neural Network with Sliding-Window Label Overlapping.
Sensors, 2020

Simple and Steady Interactions Win the Healthy Mentality: Designing a Chatbot Service for the Elderly.
Proc. ACM Hum. Comput. Interact., 2020

7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation.
Proceedings of the 2020 IEEE International Solid- State Circuits Conference, 2020

Fractional Ownership, Democratization and Bubble Formation - The Impact of Blockchain Enabled Asset Tokenization.
Proceedings of the 26th Americas Conference on Information Systems, 2020

2019
A 0.5V 9.26μW 15.28mΩ/√Hz Bio-Impedance Sensor IC With 0.55° Overall Phase Error.
Proceedings of the IEEE International Solid- State Circuits Conference, 2019

A 28GHz Quadrature Up-conversion Transmitter in 65nm CMOS for 5G mmWave Radio.
Proceedings of the 2019 International SoC Design Conference, 2019

A 28GHz Direct Conversion Receiver in 65nm CMOS for 5G mmWave Radio.
Proceedings of the 2019 International SoC Design Conference, 2019

2018
Model-based analysis of competing-endogenous pathways (MACPath) in human cancers.
PLoS Comput. Biol., 2018

The influence of eWOM communications: An application of online social network framework.
Comput. Hum. Behav., 2018

2016
A Disparity-Based Adaptive Multihomography Method for Moving Target Detection Based on Global Motion Compensation.
IEEE Trans. Circuits Syst. Video Technol., 2016

2014
The Color and Blink Frequency of LED Notification Lights and Smartphone Users' Urgency Perception.
Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014


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