Browse "School of Electrical Engineering(전기및전자공학부)" by Author Kwon, Youngeun
Showing results 1 to 10 of 10
| A Disaggregated Memory System for Deep Learning Kwon, Youngeun; Rhu, Minsoo, IEEE MICRO, v.39, no.5, pp.82 - 90, 2019-09 |
| Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning Kwon, Youngeun; Rhu, Minsoo, 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018, pp.148 - 161, IEEE Computer Society, 2018-10-22 |
| Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations Hwang, Ranggi; Kim, Taehun; Kwon, Youngeun; Rhu, Minsoo, 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA), pp.968 - 981, IEEE/ACM, 2020-06-03 |
| Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks Rhu, Minsoo; O'Connor, Mike; Chatterjee, Niladrish; Pool, Jeff; Kwon, Youngeun; Keckler, Steve, 24th IEEE International Symposium on High Performance Computer Architecture, HPCA 2018, pp.78 - 91, IEEE Computer Society, 2018-02-26 |
| Hardware and software systems for accelerating large-scale deep learning recommendation models = 딥러닝 기반 대규모 추천시스템 가속을 위한 하드웨어 및 소프트웨어 시스템link Kwon, Youngeun; 권영은; et al, 한국과학기술원, 2024 |
| NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units Hyun, Bongjoon; Kwon, Youngeun; Choi, Yujeong; Kim, John Dongjun; Rhu, Minsoo, The 25th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-25), pp.1109 - 1124, ACM, 2020-03-20 |
| Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training Kwon, Youngeun; Lee, Yunjae; Rhu, Minsoo, The 27th IEEE International Symposium on High-Performance Computer Architecture (HPCA-27), pp.235 - 248, IEEE Computer Society, 2021-03-01 |
| TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning Kwon, Youngeun; Lee, Yunjae; Rhu, Minsoo, The 52nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), pp.740 - 753, IEEE/ACM, 2019-10-15 |
| Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards Kwon, Youngeun; Rhu, Minsoo, 49th IEEE/ACM International Symposium on Computer Architecture, ISCA 2022, pp.860 - 873, IEEE/ACM, 2022-06 |
| Understanding the Implication of Non-Volatile Memory for Large-Scale Graph Neural Network Training Lee, Yunjae; Kwon, Youngeun; Rhu, Minsoo, IEEE COMPUTER ARCHITECTURE LETTERS, v.20, no.2, pp.118 - 121, 2021-07 |
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