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Youngeun Kwon

Observed name: Kwon, Youngeun
ORCID: 0000-0002-4020-8995
Observed ORCID: 0000-0002-4020-8995
OpenAlex ID: A5037670571
TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning
2019 · Youngeun Kwon, Yunjae Lee, et al. · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 243
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Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations
2020 · Ranggi Hwang, Taehun Kim, et al. · Proceedings - International Symposium on Computer Architecture/Proceedings · 110
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Beyond the Memory Wall: A Case for Memory-Centric HPC System for Deep Learning
2018 · Youngeun Kwon, Minsoo Rhu · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 62
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Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training
2021 · Youngeun Kwon, Yunjae Lee, et al. · IEEE International Symposium on High-Performance Computer Architecture (HPCA) · 44
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NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units
2020 · Bongjoon Hyun, Youngeun Kwon, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 31
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Training personalized recommendation systems from (GPU) scratch: look forward not backwards
2022 · Youngeun Kwon, Minsoo Rhu · Proceedings - International Symposium on Computer Architecture/Proceedings · 29
A Disaggregated Memory System for Deep Learning
2019 · Youngeun Kwon, Minsoo Rhu · IEEE Micro · 20
A Case for Memory-Centric HPC System Architecture for Training Deep Neural Networks
2018 · Youngeun Kwon, Minsoo Rhu · IEEE Computer Architecture Letters · 19
Understanding the Implication of Non-Volatile Memory for Large-Scale Graph Neural Network Training
2021 · Yunjae Lee, Youngeun Kwon, et al. · IEEE Computer Architecture Letters · 9
Characterization and Analysis of the 3D Gaussian Splatting Rendering Pipeline
2024 · Jiwon Lee, Yunjae Lee, et al. · IEEE Computer Architecture Letters · 4
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models
2024 · Juntaek Lim, Youngeun Kwon, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 3
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Nemotron 3.5 Super and Lightning: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Models for Agentic AI
2026 · NVIDIA, :, et al. · arXiv (Cornell University) · 2
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NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale
2026 · Jiang, Songlin, Li, Zhiyu, et al. · arXiv (Cornell University) · 1
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NCCL M2N: A Layout- and Topology-Aware Collective for Distributed Tensor Resharding
2026 · Kandadi, Kaushik, Kwon, Youngeun, et al. · arXiv (Cornell University) · 1
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NeuMMU Architectural Support for Efficient Address Translations in Neural Processing Units
2020 · Hyun Bongjoon, Youngeun Kwon, et al. · ACM Proceedings
Works count: 15
Citation count: 578
H-index: 9
I10-index: 8
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