Xiaodong Yi
Hong Kong University of Science and Technology(HK)University of Hong Kong(HK)
Publications by Year
Research Areas
Advanced Neural Network Applications, Software-Defined Networks and 5G, Interconnection Networks and Systems, Stochastic Gradient Optimization Techniques, Caching and Content Delivery
Most-Cited Works
- → GPUNFV(2017)34 cited
- → OneFlow: Redesign the Distributed Deep Learning Framework from Scratch(2021)34 cited
- → Optimizing distributed training deployment in heterogeneous GPU clusters(2020)28 cited
- → <italic>NFVactor</italic>: A Resilient NFV System Using the Distributed Actor Model(2019)18 cited
- → Fast Training of Deep Learning Models over Multiple GPUs(2020)18 cited
- → Efficient Pipeline Planning for Expedited Distributed DNN Training(2022)18 cited
- → Selection of initial weights and thresholds based on the Genetic Algorithm with the optimized Back-Propagation neural network(2015)12 cited
- → FlowShader: a Generalized Framework for GPU-accelerated VNF Flow Processing(2019)11 cited
- → <italic>NetStar</italic>: A Future/Promise Framework for Asynchronous Network Functions(2019)9 cited
- → Expediting Distributed DNN Training With Device Topology-Aware Graph Deployment(2023)8 cited