Sungheon Jeong

According to our database, Sungheon Jeong authored at least 31 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

FusionSense: Tri-Stage Near-Sensor Learning for Runtime-Adaptive Multimodal Edge Intelligence.

Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Hyunwoo Oh, Yoshiki Yamaguchi, Wenjun Huang, Sungheon Jeong, Mohsen Imani

CoRR, May, 2026

State-Centric Decision Process.

Sungheon Jeong, Ryozo Masukawa, Sanggeon Yun, Mahdi Imani, Mohsen Imani

CoRR, May, 2026

TorR: Towards Brain-Inspired Task-Oriented Reasoning via Cache-Oriented Algorithm-Architecture Co-design.

Hyunwoo Oh, Sungheon Jeong, Suyeon Jang, Hanning Chen, Sanggeon Yun, Tamoghno Das, Mohsen Imani

CoRR, March, 2026

MERIT: Multi-domain Efficient RAW Image Translation.

Wenjun Huang, Shenghao Fu, Yian Jin, Yang Ni, Ziteng Cui, Hanning Chen, Yirui He, Yezi Liu, Sanggeon Yun, Sungheon Jeong, Ryozo Masukawa, William Youngwoo Chung, Mohsen Imani

CoRR, March, 2026

Fair Context Learning for Evidence-Balanced Test-Time Adaptation in Vision-Language Models.

Sanggeon Yun, Ryozo Masukawa, SungHeon Jeong, Wenjun Huang, Hanning Chen, Mohsen Imani

CoRR, February, 2026

HopFormer: Sparse Graph Transformers with Explicit Receptive Field Control.

Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani

CoRR, February, 2026

Internal Flow Signatures for Self-Checking and Refinement in LLMs.

Sungheon Jeong, Sanggeon Yun, Ryozo Masukawa, Wenjun Haung, Hanning Chen, Mohsen Imani

CoRR, February, 2026

Toward Inclusive Online Learning: AI-Driven Chart Description for Visually Impaired Learners.

Joo Hyun Park, Sungheon Jeong, Juhan Yoo, Yoojeong Song

IEEE Access, 2026

Understanding the Visual Projection Space of Multimodal LLMs.

Sungheon Jeong, Yoojeong Song, Hyungjoon Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams.

Sungheon Jeong, Hanning Chen, Sanggeon Yun, Suhyeon Cho, Wenjun Huang, Xiangjian Liu, Mohsen Imani

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

A 40 μW 8-bit Accelerator Wake-Up Circuit for Always-on Smart IoT Sensor Monitoring.

Andrew Ding, SungHeon Evan Jeong, Xuyang Liu, Hamza Errahmouni Barkam, Shaahin Angizi, Nader Bagherzadeh, Mohsen Imani

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

2025

Draft and Refine with Visual Experts.

Sungheon Jeong, Ryozo Masukawa, Jihong Park, Sanggeon Yun, Wenjun Huang, Hanning Chen, Mahdi Imani, Mohsen Imani

CoRR, November, 2025

Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate.

Deniz Najafi, Hamza Errahmouni Barkam, Mehrdad Morsali, SungHeon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi

IEEE Trans. Circuits Syst. Artif. Intell., June, 2025

Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection.

Sungheon Jeong, Jihong Park, Mohsen Imani

CoRR, May, 2025

DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum Classification.

Zhuowen Zou, Yang Ni, SungHeon Jeong, Satish Ravindran, Binbin Shi, Phil Chen, Mohsen Imani

IEEE Embed. Syst. Lett., April, 2025

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning.

Ryozo Masukawa, Sanggeon Yun, SungHeon Evan Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani

Frontiers Artif. Intell., 2025

Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge.

Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani

IEEE Access, 2025

TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security.

Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Nathaniel D. Bastian, Mohsen Imani

IEEE Access, 2025

SymbolNet: Bridging Latent Neural Representations and Symbolic Reasoning via Intermediate Feature Interpretation.

Sungheon Jeong, Hyungjoon Kim, Yoojeong Song

IEEE Access, 2025

Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach.

Wenjun Huang, Yang Ni, Arghavan Rezvani, Sungheon Jeong, Hanning Chen, Yezi Liu, Fei Wen, Mohsen Imani

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation.

Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, Sungheon Jeong, Fei Wen, Nathaniel D. Bastian, Hugo Latapie, Mohsen Imani

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare.

Sungheon Jeong, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference, 2025

iTaskSense: Task-Oriented Object Detection in Resource-Constrained Environments.

SungHeon Jeong, Hamza Errahmouni Barkam, Hyunwoo Oh, Hanning Chen, Tamoghno Das, Zhen Ye, Mohsen Imani

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

Expanding Event Modality Applications through a Robust CLIP-Based Encoder.

Sungheon Jeong, Hanning Chen, Sanggeon Yun, Suhyeon Cho, Wenjun Huang, Xiangjian Liu, Mohsen Imani

CoRR, 2024

Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing.

Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani

CoRR, 2024

EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration.

Wenjun Huang, Hanning Chen, Yang Ni, Arghavan Rezvani, Sanggeon Yun, Sungheon Jeong, Eric Pedley, Mohsen Imani

CoRR, 2024

A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission.

Wenjun Huang, Arghavan Rezvani, Hanning Chen, Yang Ni, Sanggeon Yun, Sungheon Jeong, Mohsen Imani

CoRR, 2024

A Real-Time Chart Explanation System for Visually Impaired Individuals.

Yoojeong Song, Sungheon Jeong, Woo Jin Cho, Soon-Bum Lim, Joo Hyun Park

Proceedings of the Computers Helping People with Special Needs, 2024

Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing.

Hamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungheon Jeong, Calvin Yeung, Mostafa A. Solitan, Mohsen Imani

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

2023

Invited Paper: Hyperdimensional Computing for Resilient Edge Learning.

Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks.

Hamza Errahmouni Barkam, SungHeon Evan Jeong, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023