Kelvin K. W. Ng
University of Pennsylvania(US)
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Privacy-Preserving Technologies in Data, Caching and Content Delivery
Most-Cited Works
- → MimicNet(2021)51 cited
- → Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning(2019)32 cited
- → Paella: Low-latency Model Serving with Software-defined GPU Scheduling(2023)29 cited
- → Pyramid: A General Framework for Distributed Similarity Search on Large-scale Datasets(2019)22 cited
- → Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search(2020)20 cited
- → A General and Efficient Querying Method for Learning to Hash(2018)17 cited
- → Fast Network Simulation Through Approximation or(2018)10 cited
- → Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient Optimization(2018)5 cited