2. Conference Papers31
Showing results 1 to 20 of 31
Conference
FlexNeRFer: A Multi-Dataflow, Adaptive Sparsity-Aware Accelerator for On-Device NeRF Rendering
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- Kung, Jaeha ;
- Kim, Yeseong
- 2025-06-25
- ACM/IEEE International Symposium on Computer Architecture, pp.1894 - 1909
- ACM, IEEE
- View : 273
- Download : 0
- Jeong, SungHeon ;
- Barkam, Hamza Errahmouni ;
- Yun, Sanggeon ;
- Kim, Yeseong ;
- Angizi, Shaahin ;
- Imani, Mohsen
- 2025-04-01
- Jeong, SungHeon. (2025-04-01). Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare. Design Automation and Test in Europe Conference, 1–7. doi: 10.23919/DATE64628.2025.10993058
- Institute of Electrical and Electronics Engineers Inc.
- View : 262
- Download : 0
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- Rosing, Tajana ;
- Imani, Mohsen ;
- Kim, Yeseong
- 2025-04-02
- Kim, Jiseung. (2025-04-02). Late Breaking Results: Hyperdimensional Regression with Fine-Grained and Scalable Confidence-Based Learning. Design Automation and Test in Europe Conference, 1–2. doi: 10.23919/DATE64628.2025.10993077
- Institute of Electrical and Electronics Engineers Inc.
- View : 229
- Download : 0
Conference
Late Breaking Results: Dynamically Scalable Pruning for Transformer-Based Large Language Models
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- Suh, Il Hong ;
- Chwa, Hoon Sung ;
- Kim, Yeseong
- 2025-04-02
- Lee, Junyoung. (2025-04-02). Late Breaking Results: Dynamically Scalable Pruning for Transformer-Based Large Language Models. Design Automation and Test in Europe Conference, 1–2. doi: 10.23919/DATE64628.2025.10992978
- Institute of Electrical and Electronics Engineers Inc.
- View : 255
- Download : 0
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- Imani, Mohsen ;
- Suh, Ilhong ;
- Kim, Yeseong
- 2024-11-20
- Lee, Hyunsei. (2024-11-20). Efficient Forward-Only Training for Brain-Inspired Hyperdimensional Computing. IEEE International Conference on Computer Design, 707–714. doi: 10.1109/ICCD63220.2024.00113
- IEEE Computer Society
- View : 154
- Download : 0
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- Kim, Jinhyung ;
- Kim, Taehyung ;
- Kim, Yongnyeon ;
- Ni, Yang ;
- Imani, Mohsen ; et al
- 2024-05-14
- Kwon, Hyukjun. (2024-05-14). Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled Robots. IEEE International Conference on Robotics and Automation, 5176–5182. doi: 10.1109/ICRA57147.2024.10610176
- IEEE Robotics and Automation Society
- View : 66
- Download : 0
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- Kung, Jaeha ;
- Kim, Yeseong ;
- Lee, Sungjin
- 2024-05-01
- Kim, Jungwoo. (2024-05-01). NDPipe: Exploiting Near-data Processing for Scalable Inference and Continuous Training in Photo Storage. Architectural Support for Programming Languages and Operating Systems, 689–707. doi: 10.1145/3620666.3651345
- Association for Computing Machinery
- View : 317
- Download : 44
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- Imani, Mohsen ;
- Kim, Yeseong
- 2024-03-26
- Lee, Hyunsei. (2024-03-26). Towards Forward-Only Learning for Hyperdimensional Computing. Design Automation and Test in Europe Conference, 1–2. doi: 10.23919/DATE58400.2024.10546643
- Institute of Electrical and Electronics Engineers Inc.
- View : 243
- Download : 0
- Imani, Mohsen ;
- Kim, Yeseong ;
- Khaleghi, Behnam ;
- Morris, Justin ;
- Alimohamadi, Haleh ;
- Imani, Farhad ;
- Latapie, Hugo
- 2023-07-20
- Imani, Mohsen. (2023-07-20). Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. IEEE International Conference on Distributed Computing Systems, 511–522. doi: 10.1109/ICDCS57875.2023.00083
- IEEE Computer Society
- View : 208
- Download : 0
Conference
Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration
- Chen, Hanning ;
- Kim, Yeseong ;
- Sadredini, Elaheh ;
- Gupta, Saransh ;
- Latapie, Hugo ;
- Imani, Mohsen
- 2023-10-16
- Chen, Hanning. (2023-10-16). Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration. IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, 44–49. doi: 10.1109/VLSI-SoC57769.2023.10321874
- International Federation for Information Processing Technical Committee
- View : 135
- Download : 0
- Ni, Yang ;
- Kim, Yeseong ;
- Rosing, Tajana ;
- Imani, Mohsen
- 2023-08-24
- Ni, Yang. (2023-08-24). Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). International Joint Conference on Artificial Intelligence, 6474–6479. doi: 10.24963/ijcai.2023/723
- International Joint Conferences on Artifical Intelligence (IJCAI)
- View : 142
- Download : 0
- Ni, Yang ;
- Abraham, Danny ;
- Issa, Mariam ;
- Kim, Yeseong ;
- Mercati, Pietro ;
- Imani, Mohsen
- 2023-06-06
- Ni, Yang. (2023-06-06). Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. ACM Great Lakes Symposium on VLSI, GLSVLSI 2023, 449–453. doi: 10.1145/3583781.3590298
- ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA)
- View : 174
- Download : 0
Conference
Sidekick: Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation
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- Ha, Minho ;
- Koh, Byung Il ;
- Park, Kyoung ;
- Kim, Yeseong
- 2023-07-13
- Lee, Sanghoon. (2023-07-13). Sidekick: Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation. Design Automation Conference. doi: 10.1109/DAC56929.2023.10247769
- ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA)
- View : 130
- Download : 0
Conference
Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI
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- Chen, Hanning ;
- Zeira, Ariela ;
- Srinivasa, Narayan ;
- Imani, Mohsen ;
- Kim, Yeseong
- 2023-07-13
- Lee, Hyunsei. (2023-07-13). Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI. Design Automation Conference, 23709098. doi: 10.1109/DAC56929.2023.10248004
- ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA)
- View : 115
- Download : 0
Conference
Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation
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- Imani, Mohsen ;
- Kim, Yeseong
- 2023-04-18
- Kim, Jiseung. (2023-04-18). Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation. Design Automation and Test in Europe Conference. doi: 10.23919/DATE56975.2023.10137134
- IEEE Council on Electronic Design Automation
- View : 103
- Download : 0
- Guo, Yunhui ;
- Imani, Mohsen ;
- Kang, Jaeyoung ;
- Salamat, Sahand ;
- Morris, Justin ;
- Aksanli, Baris ;
- Kim, Yeseong ;
- Rosing, Tajana
- 2021-01-18
- Guo, Yunhui. (2021-01-18). HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. 26th Asia and South Pacific Design Automation Conference, ASP-DAC 2021, 384–389. doi: 10.1145/3394885.3431553
- Institute of Electrical and Electronics Engineers Inc.
- View : 168
- Download : 35
- Zou, Zhuowen ;
- Kim, Yeseong ;
- Najafi, Mohammadreza Najafi ;
- Imani, Mohsen
- 2021-02-01
- Zou, Zhuowen. (2021-02-01). ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. Design Automation and Test in Europe Conference, 850–855. doi: 10.23919/DATE51398.2021.9473987
- IEEE Council on Electronic Design Automation
- View : 154
- Download : 0
- Hernandez-Cano, Alejandro ;
- Kim, Yeseong ;
- Imani, Mohsen
- 2021-02-04
- Hernandez-Cano, Alejandro. (2021-02-04). A Framework for Efficient and Binary Clustering in High-Dimensional Space. Design Automation and Test in Europe Conference, 1859–1864. doi: 10.23919/DATE51398.2021.9474008
- IEEE Council on Electronic Design Automation
- View : 95
- Download : 0
- Imani, Mohsen ;
- Zou, Zhuowen ;
- Bosch, Samuel ;
- Rao, Sanjay Anantha ;
- Salamat, Sahand ;
- Kumar, Venkatesh ;
- Kim, Yeseong ;
- Rosing, Tajana
- 2021-03-01
- Imani, Mohsen. (2021-03-01). Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures. International Symposium on High-Performance Computer Architecture, 221–234. doi: 10.1109/HPCA51647.2021.00028
- IEEE Computer Society
- View : 161
- Download : 0
Conference
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture
- Kim, Yeseong ;
- Imani, Mohsen ;
- Gupta, Saransh ;
- Zhou, Minxuan ;
- Rosing, Tajana S.
- 2021-11-03
- Kim, Yeseong. (2021-11-03). Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture. IEEE/ACM International Conference on Computer-Aided Design, 1–9. doi: 10.1109/ICCAD51958.2021.9643480
- Institute of Electrical and Electronics Engineers Inc.
- View : 143
- Download : 0