Xianyan Jia

Publications by Year

Research Areas

Advanced Neural Network Applications, Topic Modeling, Domain Adaptation and Few-Shot Learning, Stochastic Gradient Optimization Techniques, Parallel Computing and Optimization Techniques

Most-Cited Works

• → Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes(2018)313 cited
• → BigDL(2019)136 cited
• → M6: A Chinese Multimodal Pretrainer(2021)48 cited
• → M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining(2021)18 cited
• → EasyTransfer(2021)16 cited
• → EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs(2023)15 cited
• Exploring Sparse Expert Models and Beyond(2021)
• → M6-T: Exploring Sparse Expert Models and Beyond(2021)14 cited
• → Whale: Efficient Giant Model Training over Heterogeneous GPUs(2020)10 cited
• → Target-Oriented Keyword Search over Temporal Databases(2016)4 cited