| Hdpg: Hyperdimensional policy-based reinforcement learning for continuous control Y Ni, M Issa, D Abraham, M Imani, X Yin, M Imani Proceedings of the 59th ACM/IEEE Design Automation Conference, 1141-1146, 2022 | 27 | 2022 |
| Neurally-inspired hyperdimensional classification for efficient and robust biosignal processing Y Ni, N Lesica, FG Zeng, M Imani Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 23 | 2022 |
| Darl: Distributed reconfigurable accelerator for hyperdimensional reinforcement learning H Chen, M Issa, Y Ni, M Imani Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 22 | 2022 |
| 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 European Conference on Computer Vision (ECCV) 2024, 2024 | 17 | 2024 |
| Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing Y Ni, D Abraham, M Issa, Y Kim, P Mercati, M Imani Proceedings of the Great Lakes Symposium on VLSI 2023, 449-453, 2023 | 17* | 2023 |
| Algorithm-hardware co-design for efficient brain-inspired hyperdimensional learning on edge Y Ni, Y Kim, T Rosing, M Imani 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 292-297, 2022 | 15 | 2022 |
| Intelligent sensing framework: Near-sensor machine learning for efficient data transmission W Huang, A Rezvani, H Chen, Y Ni, S Yun, S Jeong, G Zhang, M Imani IEEE Sensors Journal, 2024 | 11* | 2024 |
| Hyperdimensional hybrid learning on end-edge-cloud networks M Issa, S Shahhosseini, Y Ni, T Hu, D Abraham, AM Rahmani, N Dutt, ... 2022 IEEE 40th International Conference on Computer Design (ICCD), 652-655, 2022 | 11 | 2022 |
| Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization Y Ni, Y Kim, T Rosing, M Imani 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 612-615, 2022 | 9 | 2022 |
| Adaptive neural recovery for highly robust brain-like representation P Poduval, Y Ni, Y Kim, K Ni, R Kumar, R Cammarota, M Imani Proceedings of the 59th ACM/IEEE Design Automation Conference, 367-372, 2022 | 8 | 2022 |
| Brain-inspired trustworthy hyperdimensional computing with efficient uncertainty quantification Y Ni, H Chen, P Poduval, Z Zou, P Mercati, M Imani 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 01-09, 2023 | 7 | 2023 |
| Algorithm-hardware co-design for efficient brain-inspired hyperdimensional learning on edge. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) Y Ni, Y Kim, T Rosing, M Imani IEEE, 292ś297, 2022 | 6 | 2022 |
| Hyperdimensional self-learning systems robust to technology noise and bit-flip attacks P Poduval, Y Ni, Y Kim, K Ni, R Kumar, R Cammarota, M Imani IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2021 | 6 | 2021 |
| 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 | 5 | 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 | 5 | 2024 |
| 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) Y Ni, H Chen, P Poduval, Z Zou, P Mercati, M Imani IEEE, 2023 | 4 | 2023 |
| Flexible and personalized learning for wearable health applications using hyperdimensional computing S Shahhosseini, Y Ni, E Kasaeyan Naeini, M Imani, AM Rahmani, N Dutt Proceedings of the Great Lakes Symposium on VLSI 2022, 357-360, 2022 | 4 | 2022 |
| Scalable and Interpretable Brain-Inspired Hyper-Dimensional Computing Intelligence with Hardware-Software Co-Design H Chen, Y Ni, W Huang, M Imani 2024 IEEE Custom Integrated Circuits Conference (CICC), 1-8, 2024 | 3 | 2024 |
| HEAL: Brain-inspired Hyperdimensional Efficient Active Learning Y Ni, Z Zou, W Huang, H Chen, WY Chung, S Cho, R Krishnan, P Mercati, ... arXiv preprint arXiv:2402.11223, 2024 | 3 | 2024 |
| Recoverable anonymization for pose estimation: a privacy-enhancing approach W Huang, Y Ni, A Rezvani, SH Jeong, H Chen, Y Liu, F Wen, M Imani arXiv preprint arXiv:2409.02715, 2024 | 2 | 2024 |
Mohsen ImaniAssistant Professor, University of California IrvineVerified email at uci.edu