Seonyeong Heo

Orcid: 0000-0003-0359-1953

According to our database¹, Seonyeong Heo authored at least 19 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units.

[BibT_eX]

[DOI]

CoRR, 2024

One-Shot Sparse Neural Architecture Search for Resource-Constrained Devices.

[BibT_eX]

[DOI]

Shenghui Song

Jan-Nico Zaech

Seonyeong Heo

Proceedings of the 30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2024

TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded Systems.

[BibT_eX]

[DOI]

Byungchul Chae

Jiae Kim

Seonyeong Heo

Proceedings of the 25th ACM SIGPLAN/SIGBED International Conference on Languages, 2024

CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU.

[BibT_eX]

[DOI]

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023

Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Low-cost Smart Raven Deterrent System with Tiny Machine Learning for Smart Agriculture.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

Predictive Energy-Aware Adaptive Sampling with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Seonyeong Heo

Philipp Mayer

Michele Magno

Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

RTScale: Sensitivity-Aware Adaptive Image Scaling for Real-Time Object Detection.

[BibT_eX]

[DOI]

Seonyeong Heo

Shinnung Jeong

Hanjun Kim

Proceedings of the 34th Euromicro Conference on Real-Time Systems, 2022

HECATE: Performance-Aware Scale Optimization for Homomorphic Encryption Compiler.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2022

2021

ComFlex: Composable and Flexible Resource Management for the IoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Compiler-Assisted Semantic-Aware Encryption for Efficient and Secure Serverless Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

2020

Sharing-aware Data Acquisition Scheduling for Multiple Rules in the IoT.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

Real-Time Object Detection System with Multi-Path Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

2019

Spinal code: automatic code extraction for near-user computation in fogs.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Compiler Construction, 2019

2017

RT-IFTTT: Real-Time IoT Framework with Trigger Condition-Aware Flexible Polling Intervals.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Real-Time Systems Symposium, 2017

Rapid prototyping of IoT applications with Esperanto compiler.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Rapid System Prototyping, 2017

Integrated IoT programming with selective abstraction.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGPLAN/SIGBED Conference on Languages, 2017

2016

Heterogeneous Distributed Shared Memory for Lightweight Internet of Things Devices.

[BibT_eX]

[DOI]

IEEE Micro, 2016

2015

Architecture-aware automatic computation offload for native applications.

[BibT_eX]

[DOI]

Proceedings of the 48th International Symposium on Microarchitecture, 2015

Seonyeong Heo

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