Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. - Sanggeon Yun; Hamza Errahmouni Barkam; Paul R. Genssler; Hugo Latapie; Hussam Amrouch; Mohsen Imani (ACSSC, 2023)

HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. - Hamza Errahmouni Barkam; Sanggeon Yun; Paul R. Genssler; Zhuowen Zou; Che-Kai Liu; Hussam Amrouch; Mohsen Imani (DATE, 2023)

Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. - Hamza Errahmouni Barkam; SungHeon Evan Jeong; Sanggeon Yun; Calvin Yeung 002; Zhuowen Zou; Xun Jiao; Narayan Srinivasa; Mohsen Imani (ICCAD, 2023)

Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. - Hamza Errahmouni Barkam; Sanggeon Yun; Hanning Chen; Paul Gensler; Albi Mema; Andrew Ding; George Michelogiannakis; Hussam Amrouch; Mohsen Imani (ICCAD, 2023)

SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. - Shengxi Shou; Che-Kai Liu; Sanggeon Yun; Zishen Wan; Kai Ni 004; Mohsen Imani; X. Sharon Hu; Jianyi Yang 003; Cheng Zhuo; Xunzhao Yin (ICCAD, 2023)

Towards Efficient Hyperdimensional Computing Using Photonics. - Farbin Fayza; Cansu Demirkiran; Hanning Chen; Che-Kai Liu; Avi Mohan; Hamza Errahmouni Barkam; Sanggeon Yun; Mohsen Imani; David Zhang; Darius Bunandar; Ajay Joshi (CoRR, 2023)

BERT-Based Logits Ensemble Model for Gender Bias and Hate Speech Detection. - Sanggeon Yun; Seung-Shik Kang 001; Hyeokman Kim (J. Inf. Process. Syst., 2023)

TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. - Hanning Chen; Wenjun Huang 001; Yang Ni 001; Sanggeon Yun; Yezi Liu; Fei Wen; Alvaro Velasquez; Hugo Latapie; Mohsen Imani (ECCV Workshops (20), 2024)

HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. - Sanggeon Yun; Hanning Chen; Ryozo Masukawa; Hamza Errahmouni Barkam; Andrew Ding; Wenjun Huang 001; Arghavan Rezvani; Shaahin Angizi; Mohsen Imani (CoRR, 2024)

A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission. - Wenjun Huang 001; Arghavan Rezvani; Hanning Chen; Yang Ni 001; Sanggeon Yun; Sungheon Jeong 001; Mohsen Imani (CoRR, 2024)

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. - Hanning Chen; Yang Ni 001; Ali Zakeri; Zhuowen Zou; Sanggeon Yun; Fei Wen; Behnam Khaleghi; Narayan Srinivasa; Hugo Latapie; Mohsen Imani (CoRR, 2024)

TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. - Hanning Chen; Wenjun Huang 001; Yang Ni 001; Sanggeon Yun; Fei Wen; Hugo Latapie; Mohsen Imani (CoRR, 2024)

EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration. - Wenjun Huang 001; Hanning Chen; Yang Ni 001; Arghavan Rezvani; Sanggeon Yun; Sungheon Jeon; Eric Pedley; Mohsen Imani (CoRR, 2024)

Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing. - Sanggeon Yun; Ryozo Masukawa; Sungheon Jeong 001; Mohsen Imani (CoRR, 2024)

PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. - Ryozo Masukawa; Sanggeon Yun; Yoshiki Yamaguchi; Mohsen Imani (CoRR, 2024)

Scalable Readability Evaluation for Graph Layouts: 2D Geometric Distributed Algorithms. - Sanggeon Yun (CoRR, 2024)

Expanding Event Modality Applications through a Robust CLIP-Based Encoder. - Sungheon Jeong 001; Hanning Chen; Sanggeon Yun; Suhyeon Cho; Wenjun Huang 001; Xiangjian Liu; Mohsen Imani (CoRR, 2024)

In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. - Hamza Errahmouni Barkam; Sanggeon Yun; Paul R. Genssler; Che-Kai Liu; Zhuowen Zou; Hussam Amrouch; Mohsen Imani (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing. - Sanggeon Yun; Hanning Chen; Ryozo Masukawa; Hamza Errahmouni Barkam; Andrew Ding; Wenjun Huang 001; Arghavan Rezvani; Shaahin Angizi; Mohsen Imani (Adv. Intell. Syst., 2024)

Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare. - Sungheon Jeong 001; Hamza Errahmouni Barkam; Sanggeon Yun; Yeseong Kim; Shaahin Angizi; Mohsen Imani (DATE, 2025)

Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning. - Sanggeon Yun; Ryozo Masukawa; William Youngwoo Chung; Minhyoung Na; Nathaniel D. Bastian; Mohsen Imani (DATE, 2025)

A Multimodal AI Acceleration with Dynamic Pruning and Run-Time Configuration. - Hyun Woo Oh; Hanning Chen; Sanggeon Yun; Yang Ni 001; Behnam Khaleghi; Fei Wen; Mohsen Imani (FCCM, 2025)

PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. - Ryozo Masukwa; Sanggeon Yun; Yoshiki Yamaguchi; Mohsen Imani (WACV, 2025)

Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. - Sanggeon Yun; Ryozo Masukawa; Minhyoung Na; Mohsen Imani (WACV, 2025)

TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security. - Ryozo Masukawa; Sanggeon Yun; Sungheon Jeong 001; Nathaniel D. Bastian; Mohsen Imani (IEEE Access, 2025)

Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. - Sanggeon Yun; Ryozo Masukawa; Hanning Chen; Sungheon Jeong 001; Wenjun Huang 001; Arghavan Rezvani; Minhyoung Na; Yoshiki Yamaguchi; Mohsen Imani (IEEE Access, 2025)

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning. - Ryozo Masukawa; Sanggeon Yun; SungHeon Evan Jeong; Wenjun Huang 001; Yang Ni 001; Ian Bryant; Nathaniel D. Bastian; Mohsen Imani (Frontiers Artif. Intell., 2025)

A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection. - Sanggeon Yun; Ryozo Masukawa; Hyunwoo Oh; Nathaniel D. Bastian; Mohsen Imani (CoRR, 2025)