| HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET HE Barkam, S Yun, PR Genssler, Z Zou, CK Liu, H Amrouch, M Imani Design, Automation and Test in Europe Conference, 2023 | 15 | 2023 |
| See-mcam: Scalable multi-bit fefet content addressable memories for energy efficient associative search S Shou, CK Liu, S Yun, Z Wan, K Ni, M Imani, XS Hu, J Yang, C Zhuo, ... 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 7 | 2023 |
| Taskclip: Extend large vision-language model for task oriented object detection H Chen, W Huang, Y Ni, S Yun, F Wen, H Latapie, M Imani arXiv preprint arXiv:2403.08108, 2024 | 6 | 2024 |
| Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies HE Barkam, S Yun, H Chen, P Gensler, A Mema, A Ding, ... 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2023 | 4 | 2023 |
| A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission W Huang, A Rezvani, H Chen, Y Ni, S Yun, S Jeong, M Imani arXiv preprint arXiv:2402.02043, 2024 | 3 | 2024 |
| HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning H Chen, Y Ni, A Zakeri, Z Zou, S Yun, F Wen, B Khaleghi, N Srinivasa, ... arXiv preprint arXiv:2403.05763, 2024 | 2 | 2024 |
| HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing S Yun, H Chen, R Masukawa, HE Barkam, A Ding, W Huang, A Rezvani, ... arXiv preprint arXiv:2401.10267, 2024 | 2 | 2024 |
| In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies HE Barkam, S Yun, PR Genssler, CK Liu, Z Zou, H Amrouch, M Imani IEEE Transactions on Circuits and Systems I: Regular Papers, 2024 | 1 | 2024 |
| Hyperdimensional computing for resilient edge learning HE Barkam, SHE Jeon, S Yun, C Yeung, Z Zou, X Jiao, N Srinivasa, ... 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-8, 2023 | 1 | 2023 |
| BERT-Based Logits Ensemble Model for Gender Bias and Hate Speech Detection S Yun, S Kang, H Kim Journal of Information Processing Systems 19 (5), 641-651, 2023 | 1 | 2023 |
| MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation S Yun, R Masukawa, M Na, M Imani arXiv preprint arXiv:2406.18815, 2024 | | 2024 |
| Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing S Yun, R Masukawa, SH Jeong, M Imani arXiv preprint arXiv:2404.11025, 2024 | | 2024 |
| EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration W Huang, H Chen, Y Ni, A Rezvani, S Yun, S Jeon, E Pedley, M Imani arXiv preprint arXiv:2403.14027, 2024 | | 2024 |
| HyperSense: Hyperdimensional Intelligent Sensing for Energy‐Efficient Sparse Data Processing S Yun, H Chen, R Masukawa, H Errahmouni Barkam, A Ding, W Huang, ... Advanced Intelligent Systems, 2400228, 2024 | | 2024 |
| In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies H Errahmouni Barkam, S Yun, PR Genssler, Z Zou, CK Liu, H Amrouch, ... IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I), 2024 | | 2024 |
| Towards Efficient Hyperdimensional Computing Using Photonics F Fayza, C Demirkiran, H Chen, CK Liu, A Mohan, H Errahmouni, S Yun, ... arXiv preprint arXiv:2311.17801, 2023 | | 2023 |
| Hyperdimensional Computing for Robust and Efficient Unsupervised Learning S Yun, HE Barkam, PR Genssler, H Latapie, H Amrouch, M Imani 2023 57th Asilomar Conference on Signals, Systems, and Computers, 281-288, 2023 | | 2023 |
Mohsen ImaniAssistant Professor, University of California IrvineVerified email at uci.edu
