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ORCIDSanggeon Yun
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- 2026
[j9]Sanggeon Yun
, Ryozo Masukawa, Raheeb Hassan, Minhyoung Na, Mohsen Imani:
Contextual Fusion Strategies for Multimodal GNN-Based Reasoning: Performance and Computational Trade-Offs. IEEE Access 14: 13702-13711 (2026)- [j8]Prathyush Poduval, Hamza Errahmouni Barkam, Xiangjian Liu, Sanggeon Yun, Yang Ni, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani:
Optimal hyperdimensional representation for learning and cognitive computation. Frontiers Artif. Intell. 9 (2026) - [c18]Hyunwoo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Wenjun Huang, Tamoghno Das, Suyeon Jang, Mohsen Imani:
QUILL: An Algorithm-Architecture Co-Design for Cache-Local Deformable Attention. DATE 2026: 1-7 - [c17]Hyunwoo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Suyeon Jang, Behnam Khaleghi, Fei Wen, Mohsen Imani:
RIFT: A Single-Bitstream, Runtime-Adaptive FPGA-Based Accelerator for Multimodal AI. DATE 2026: 1-3 - [c16]Hyunwoo Oh, KyungIn Nam, Rajat Bhattacharjya, Hanning Chen, Tamoghno Das, Sanggeon Yun, Suyeon Jang, Andrew Ding, Nikil D. Dutt, Mohsen Imani:
T-SAR: A Full-Stack Co-design for CPU-Only Ternary LLM Inference via In-Place SIMD ALU Reorganization. DATE 2026: 1-7 - [c15]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Mohsen Imani:
DecoHD: Decomposed Hyperdimensional Classification under Extreme Memory Budgets. DATE 2026: 1-7 - [c14]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani:
LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction. DATE 2026: 1-7 - [c13]Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Hyunwoo Oh, Yoshiki Yamaguchi, Wenjun Huang, Sungheon Jeong, Mohsen Imani:
FusionSense: Tri-Stage Near-Sensor Learning for Runtime-Adaptive Multimodal Edge Intelligence. ISLPED 2026: 6:1-6:7 - [c12]Sungheon Jeong, Hanning Chen, Sanggeon Yun, Suhyeon Cho, Wenjun Huang, Xiangjian Liu, Mohsen Imani:
Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams. WACV 2026: 3213-3222 - [i35]Sungheon Jeong, Sanggeon Yun, Ryozo Masukawa, Wenjun Huang, Hanning Chen, Mohsen Imani:
Internal Flow Signatures for Self-Checking and Refinement in LLMs. CoRR abs/2602.01897 (2026) - [i34]Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani:
HopFormer: Sparse Graph Transformers with Explicit Receptive Field Control. CoRR abs/2602.02268 (2026) - [i33]Sanggeon Yun, Ryozo Masukawa, SungHeon Jeong, Wenjun Huang, Hanning Chen, Mohsen Imani:
Fair Context Learning for Evidence-Balanced Test-Time Adaptation in Vision-Language Models. CoRR abs/2602.07027 (2026) - [i32]Ryozo Masukawa, Sanggeon Yun, Hyunwoo Oh, Sungheon Jeong, Raheeb Hassan, Hanning Chen, Wenjun Huang, Mahdi Imani, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani:
n-Musketeers: Reinforcement Learning Shapes Collaboration Among Language Models. CoRR abs/2602.09173 (2026) - [i31]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:
MERIT: Multi-domain Efficient RAW Image Translation. CoRR abs/2603.20836 (2026) - [i30]Hyunwoo Oh, Sungheon Jeong, Suyeon Jang, Hanning Chen, Sanggeon Yun, Tamoghno Das, Mohsen Imani:
TorR: Towards Brain-Inspired Task-Oriented Reasoning via Cache-Oriented Algorithm-Architecture Co-design. CoRR abs/2603.22855 (2026) - [i29]Hyunwoo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Suyeon Jang, Behnam Khaleghi, Fei Wen, Mohsen Imani:
TRINE: A Token-Aware, Runtime-Adaptive FPGA Inference Engine for Multimodal AI. CoRR abs/2603.22867 (2026) - [i28]Sungheon Jeong, Ryozo Masukawa, Sanggeon Yun, Mahdi Imani, Mohsen Imani:
State-Centric Decision Process. CoRR abs/2605.12755 (2026) - [i27]Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Hyunwoo Oh, Yoshiki Yamaguchi, Wenjun Huang, Sungheon Jeong, Mohsen Imani:
FusionSense: Tri-Stage Near-Sensor Learning for Runtime-Adaptive Multimodal Edge Intelligence. CoRR abs/2605.22868 (2026) - [i26]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Raheeb Hassan, Mohsen Imani:
Qubit-Efficient Quantum Search for Hyperdimensional Decomposition via Logarithmic Encoding. CoRR abs/2607.11936 (2026) - [i25]Hyunwoo Oh, Suyeon Jang, Hanning Chen, KyungIn Nam, Sanggeon Yun, Ryozo Masukawa, Mohsen Imani:
PolyQ: Codesigning End-to-End Quantization Framework for Scalable Edge CPU LLM Inference. CoRR abs/2607.14618 (2026) - [i24]Hyunwoo Oh, Suyeon Jang, Hanning Chen, Sanggeon Yun, Ryozo Masukawa, Mohsen Imani:
ExaGEMM: Exploration Framework for CPU-Driven ML Inference via Associative In-Register Computing for Low-Bit GEMM. CoRR abs/2607.14622 (2026) - 2025
- [j7]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. IEEE Access 13: 43947-43955 (2025) - [j6]Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Nathaniel D. Bastian, Mohsen Imani:
TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security. IEEE Access 13: 136806-136815 (2025) - [j5]Ryozo Masukawa, Sanggeon Yun, SungHeon Evan Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani:
PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning. Frontiers Artif. Intell. 8 (2025) - [j4]Calvin Yeung, Hamza Errahmouni Barkam, Zhuowen Zou, Sanggeon Yun, Nathaniel D. Bastian, Mohsen Imani:
Lipschitz-based robustness estimation for hyperdimensional learning. Frontiers Artif. Intell. 8 (2025) - [c11]Sungheon Jeong, Hamza Errahmouni Barkam, Sanggeon Yun, Yeseong Kim, Shaahin Angizi, Mohsen Imani:
Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare. DATE 2025: 1-7 - [c10]Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani:
Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning. DATE 2025: 1-7 - [c9]Hyun Woo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Behnam Khaleghi, Fei Wen, Mohsen Imani:
A Multimodal AI Acceleration with Dynamic Pruning and Run-Time Configuration. FCCM 2025: 293 - [c8]Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani:
Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. WACV 2025: 4736-4745 - [c7]Ryozo Masukwa, Sanggeon Yun, Yoshiki Yamaguchi, Mohsen Imani:
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. WACV 2025: 6415-6424 - [i23]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) - [i22]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) - [i21]Sanggeon Yun, Ryozo Masukawa, Hyunwoo Oh, Nathaniel D. Bastian, Mohsen Imani:
A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection. CoRR abs/2505.12586 (2025) - [i20]Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Mohsen Imani:
MissionHD: Data-Driven Refinement of Reasoning Graph Structure through Hyperdimensional Causal Path Encoding and Decoding. CoRR abs/2508.14746 (2025) - [i19]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Mohsen Imani:
DecoHD: Decomposed Hyperdimensional Classification under Extreme Memory Budgets. CoRR abs/2511.03911 (2025) - [i18]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani:
LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction. CoRR abs/2511.03938 (2025) - [i17]Sungheon Jeong, Ryozo Masukawa, Jihong Park, Sanggeon Yun, Wenjun Huang, Hanning Chen, Mahdi Imani, Mohsen Imani:
Draft and Refine with Visual Experts. CoRR abs/2511.11005 (2025) - [i16]Hyunwoo Oh, KyungIn Nam, Rajat Bhattacharjya, Hanning Chen, Tamoghno Das, Sanggeon Yun, Suyeon Jang, Andrew Ding, Nikil D. Dutt, Mohsen Imani:
T-SAR: A Full-Stack Co-design for CPU-Only Ternary LLM Inference via In-Place SIMD ALU Reorganization. CoRR abs/2511.13676 (2025) - [i15]Hyunwoo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Wenjun Huang, Tamoghno Das, Suyeon Jang, Mohsen Imani:
QUILL: An Algorithm-Architecture Co-Design for Cache-Local Deformable Attention. CoRR abs/2511.13679 (2025) - 2024
- [j3]Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani:
HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing. Adv. Intell. Syst. 6(12) (2024) - [j2]Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani:
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Trans. Circuits Syst. I Regul. Pap. 71(4): 1794-1807 (2024) - [c6]Hanning Chen, Wenjun Huang, Yang Ni, Sanggeon Yun, Yezi Liu, Fei Wen, Alvaro Velasquez, Hugo Latapie, Mohsen Imani:
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. ECCV Workshops (20) 2024: 401-418 - [i14]Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani:
HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. CoRR abs/2401.10267 (2024) - [i13]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) - [i12]Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani:
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. CoRR abs/2403.05763 (2024) - [i11]Hanning Chen, Wenjun Huang, Yang Ni, Sanggeon Yun, Fei Wen, Hugo Latapie, Mohsen Imani:
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. CoRR abs/2403.08108 (2024) - [i10]Wenjun Huang, Hanning Chen, Yang Ni, Arghavan Rezvani, Sanggeon Yun, Sungheon Jeong, Eric Pedley, Mohsen Imani:
EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration. CoRR abs/2403.14027 (2024) - [i9]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) - [i8]Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani:
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. CoRR abs/2406.18815 (2024) - [i7]Ryozo Masukawa, Sanggeon Yun, Yoshiki Yamaguchi, Mohsen Imani:
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. CoRR abs/2410.22623 (2024) - [i6]Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani:
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning. CoRR abs/2411.09072 (2024) - [i5]Sanggeon Yun:
Scalable Readability Evaluation for Graph Layouts: 2D Geometric Distributed Algorithms. CoRR abs/2411.09809 (2024) - [i4]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) - [i3]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) - 2023
- [j1]Sanggeon Yun, Seung-Shik Kang, Hyeokman Kim:
BERT-Based Logits Ensemble Model for Gender Bias and Hate Speech Detection. J. Inf. Process. Syst. 19(5): 641-651 (2023) - [c5]Sanggeon Yun, Hamza Errahmouni Barkam, Paul R. Genssler, Hugo Latapie, Hussam Amrouch, Mohsen Imani:
Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. ACSSC 2023: 281-288 - [c4]Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani:
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE 2023: 1-6 - [c3]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 - [c2]Hamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani:
Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. ICCAD 2023: 1-9 - [c1]Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin:
SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. ICCAD 2023: 1-9 - [i2]Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin:
SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search. CoRR abs/2310.04940 (2023) - [i1]Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi:
Towards Efficient Hyperdimensional Computing Using Photonics. CoRR abs/2311.17801 (2023)
Coauthor Index
[j9] [j8] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [j7] [j6] [j5] [j4] [c11] [c10] [c9] [c8] [c7] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [j3] [j2] [c6] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i4] [i3] [c5] [c4] [c3] [c2] [c1] [i2] [i1]
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