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Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression

https://doi.org/10.1109/SC41406.2024.00095

Feng, Hao; Zhang, Boyuan; Ye, Fanjiang; Si, Min; Chu, Ching-Hsiang; Tian, Jiannan; Yin, Chunxing; Deng, Summer; Hao, Yuchen; Balaji, Pavan; et al (November 2024, IEEE)

Free, publicly-accessible full text available November 17, 2025
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training

https://doi.org/10.1145/3577193.3593724

Guo, Anqi; Hao, Yuchen; Wu, Chunshu; Haghi, Pouya; Pan, Zhenyu; Si, Min; Tao, Dingwen; Li, Ang; Herbordt, Martin; Geng, Tong (June 2023, The 37th ACM International Conference on Supercomputing (ICS 2023))

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In-Depth Analysis on Microarchitectures of Modern Heterogeneous CPU-FPGA Platforms

https://doi.org/10.1145/3294054

Choi, Young-Kyu; Cong, Jason; Fang, Zhenman; Hao, Yuchen; Reinman, Glenn; Wei, Peng (April 2019, ACM Transactions on Reconfigurable Technology and Systems)

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