Jongsoo Park
- Deep Learning Recommendation Model for Personalization and Recommendation Systems
2019/05/31 by Maxim Naumov, Naumov, Maxim, Dheevatsa Mudigere +45 · 83 citations
Computer Science · #Recommender Systems and Techniques #Privacy-Preserving Technologies in Data #Advanced Graph Neural Networks
- A Study of BFLOAT16 for Deep Learning Training
2019/05/29 by Dhiraj Kalamkar, Kalamkar, Dhiraj, Dheevatsa Mudigere +35 · 38 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
- Deep Learning Inference in Facebook Data Centers: Characterization,\n Performance Optimizations and Hardware Implications
2018/11/24 by Jongsoo Park, Park, Jongsoo, Maxim Naumov +55 · 1 voice · 10 citations
Computer Science · Mathematics · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
- Wukong: Towards a Scaling Law for Large-Scale Recommendation
2024/03/04 by Buyun Zhang, Zhang, Buyun, Liang Luo +27 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
2021/04/12 by Dheevatsa Mudigere, Yuchen Hao, Mudigere, Dheevatsa +103 · 12 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
- OpenAI GPT-5 System Card
2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 37 citations
#cs.CL #cs.AI
- With Shared Microexponents, A Little Shifting Goes a Long Way
2023/02/16 by Bita Darvish Rouhani, Ritchie Zhao, Rouhani, Bita +41 · 10 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
- RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
2022/11/09 by Mark Zhao, Zhao, Mark, Dhruv Choudhary +20 · 5 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #Performance (cs.PF) #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference
2021/01/13 by Daya Shanker Khudia, Jianyu Huang, Khudia, Daya +11 · 4 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF)
- Context Parallelism for Scalable Million-Token Inference
2024/11/04 by Amy Yang, Yang, Amy, H. J. Yang +15 · 8 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #and Cluster Computing (cs.DC)
- Faster CNNs with Direct Sparse Convolutions and Guided Pruning
2016/08/04 by Jongsoo Park, Park, Jongsoo, Sheng Li +11 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced SAR Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Post-Training 4-bit Quantization on Embedding Tables
2019/11/05 by Hui Guan, Andrey Malevich, Guan, Hui +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
- On Periodic Functions as Regularizers for Quantization of Neural Networks
2018/11/24 by Maxim Naumov, Naumov, Maxim, Utku Diril +9 · 1 citation
Computer Science · Physics and Astronomy · #68T05 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.5.0 #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Enabling Sparse Winograd Convolution by Native Pruning
2017/02/28 by Sheng R. Li, Li, Sheng, Jongsoo Park +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Image Enhancement Techniques