Kelvin K. W. Ng

MimicNet

Qizhen Zhang, Kelvin K. W. Ng, Charles W. Kazer et al. · 2021 · 50 citations · Full text

Cluster Computing, Engineering, High Performance Computer Network +17

Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

Xinyan Dai, Yan Xiao, Kaiwen Zhou et al. · arXiv (Cornell University) · 2019 · 32 citations · Full text

Cluster Computing, High Cost, Machine Learning +13

Paella: Low-latency Model Serving with Software-defined GPU Scheduling

Kelvin K. W. Ng, Henri Maxime Demoulin, Vincent Liu · 2023 · 28 citations

Cluster Computing, Gpu Architecture, Heterogeneous Computing +15

Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search

Xinyan Dai, Xiao Yan, Kelvin K. W. Ng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 20 citations · Full text

Mathematical Programming, Vector Quantization, Engineering +18

Pyramid: A General Framework for Distributed Similarity Search on Large-scale Datasets

Shiyuan Deng, Xiao Yan, Kelvin K. W. Ng et al. · 2019 · 18 citations

Cluster Computing, Engineering, Machine Learning +19