Seonyeong Heo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Object Detection

Framework For Image Segmentation

Top Venues

IEEE Internet Things J.

Publications

Byungchul Chae, Jiae Kim, Seonyeong Heo
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded Systems. LCTES (2024)
Byungchul Chae, Jiae Kim, Seonyeong Heo
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded Systems. CoRR (2024)
Shinnung Jeong, Sungjun Cho, Yongwoo Lee, Hyunjun Park, Seonyeong Heo, Gwangsun Kim, Youngsok Kim, Hanjun Kim
CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU. ICPP (2024)
Liam Boyle, Nicolas Baumann, Seonyeong Heo, Michele Magno
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications. CoRR (2023)
Seonyeong Heo, Nicolas Baumann, Carla Margelisch, Marco Giordano, Michele Magno
Low-cost Smart Raven Deterrent System with Tiny Machine Learning for Smart Agriculture. I2MTC (2023)
Liam Boyle, Nicolas Baumann, Seonyeong Heo, Michele Magno
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications. SENSORS (2023)
Seonyeong Heo, Shinnung Jeong, Hanjun Kim
RTScale: Sensitivity-Aware Adaptive Image Scaling for Real-Time Object Detection. ECRTS (2022)
Seonyeong Heo, Philipp Mayer, Michele Magno
Predictive Energy-Aware Adaptive Sampling with Deep Reinforcement Learning. ICECS 2022 (2022)
Yongwoo Lee, Seonyeong Heo, Seonyoung Cheon, Shinnung Jeong, Changsu Kim, Eunkyung Kim, Dongyoon Lee, Hanjun Kim
HECATE: Performance-Aware Scale Optimization for Homomorphic Encryption Compiler. CGO (2022)
Bongjun Kim, Seonyeong Heo, Jaeho Lee, Shinnung Jeong, Yongwoo Lee, Hanjun Kim
Compiler-Assisted Semantic-Aware Encryption for Efficient and Secure Serverless Computing. IEEE Internet Things J. 8 (7) (2021)
Gyeongmin Lee, Bongjun Kim, Seungbin Song, Seonyeong Heo, Hanjun Kim
ComFlex: Composable and Flexible Resource Management for the IoT. IEEE Internet Things J. 8 (22) (2021)
Seonyeong Heo, Seungbin Song, Bongjun Kim, Hanjun Kim
Sharing-aware Data Acquisition Scheduling for Multiple Rules in the IoT. RTAS (2020)
Seonyeong Heo, Sungjun Cho, Youngsok Kim, Hanjun Kim
Real-Time Object Detection System with Multi-Path Neural Networks. RTAS (2020)
Bongjun Kim, Seonyeong Heo, Gyeongmin Lee, Seungbin Song, Jong Kim, Hanjun Kim
Spinal code: automatic code extraction for near-user computation in fogs. CC (2019)
Gyeongmin Lee, Seonyeong Heo, Bongjun Kim, Jong Kim, Hanjun Kim
Rapid prototyping of IoT applications with Esperanto compiler. RSP (2017)
Gyeongmin Lee, Seonyeong Heo, Bongjun Kim, Jong Kim, Hanjun Kim
Integrated IoT programming with selective abstraction. LCTES (2017)
Seonyeong Heo, Seungbin Song, Jong Kim, Hanjun Kim
RT-IFTTT: Real-Time IoT Framework with Trigger Condition-Aware Flexible Polling Intervals. RTSS (2017)
Bongjun Kim, Seonyeong Heo, Gyeongmin Lee, Soyeon Park, Hanjun Kim, Jong Kim
Heterogeneous Distributed Shared Memory for Lightweight Internet of Things Devices. IEEE Micro 36 (6) (2016)
Gwangmu Lee, Hyunjoon Park, Seonyeong Heo, Kyung-Ah Chang, Hyogun Lee, Hanjun Kim
Architecture-aware automatic computation offload for native applications. MICRO (2015)