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Sungheon Jeong 0001
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- affiliation: University of California Irvine, Department of Computer Science, CA, USA
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2020 – today
- 2025
- [j2]Sanggeon Yun
, Ryozo Masukawa
Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. IEEE Access 13: 43947-43955 (2025) - [j1]Zhuowen Zou, Yang Ni, SungHeon Jeong, Satish Ravindran, Binbin Shi, Phil Chen, Mohsen Imani:
DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum Classification. IEEE Embed. Syst. Lett. 17(2): 95-98 (2025) - [c5]Wenjun Huang, Yang Ni, Arghavan Rezvani, Sungheon Jeong, Hanning Chen, Yezi Liu, Fei Wen, Mohsen Imani:
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach. WACV 2025: 5239-5249 - [c4]Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, Sungheon Jeong, Fei Wen, Nathaniel D. Bastian, Hugo Latapie, Mohsen Imani:
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation. WACV 2025: 9353-9363 - [i9]Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani:
Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. CoRR abs/2502.10718 (2025) - [i8]Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani:
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning. CoRR abs/2503.03747 (2025) - 2024
- [c3]Yoojeong Song
A Real-Time Chart Explanation System for Visually Impaired Individuals. ICCHP (1) 2024: 306-312 - [i7]Wenjun Huang, Arghavan Rezvani, Hanning Chen, Yang Ni, Sanggeon Yun, Sungheon Jeong, Mohsen Imani:
A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission. CoRR abs/2402.02043 (2024) - [i6]Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani:
Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing. CoRR abs/2404.11025 (2024) - [i5]Wenjun Huang, Yang Ni, Arghavan Rezvani, Sungheon Jeong, Hanning Chen, Yezi Liu, Fei Wen, Mohsen Imani:
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach. CoRR abs/2409.02715 (2024) - [i4]Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, Sungheon Jeong, Fei Wen, Nathaniel D. Bastian, Hugo Latapie, Mohsen Imani:
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation. CoRR abs/2409.08464 (2024) - [i3]Sungheon Jeong, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani:
Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare. CoRR abs/2411.14612 (2024) - [i2]Sungheon Jeong, Hanning Chen, Sanggeon Yun, Suhyeon Cho, Wenjun Huang, Xiangjian Liu, Mohsen Imani:
Expanding Event Modality Applications through a Robust CLIP-Based Encoder. CoRR abs/2412.03093 (2024) - [i1]Deniz Najafi, Hamza Errahmouni Barkam, Mehrdad Morsali, Sungheon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi:
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate. CoRR abs/2412.10187 (2024) - 2023
- [c2]Hamza Errahmouni Barkam, SungHeon Evan Jeong, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani:
Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks. DATE 2023: 1-2 - [c1]Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani:
Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. ICCAD 2023: 1-8
Coauthor Index
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