Lawrence McAfee
Publications by Year
Research Areas
Topic Modeling, Multimodal Machine Learning Applications, Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, Natural Language Processing Techniques
Most-Cited Works
- → A highly scalable Restricted Boltzmann Machine FPGA implementation(2009)81 cited
- → Reducing Activation Recomputation in Large Transformer Models(2022)52 cited
- → Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study(2023)18 cited
- → Retrieval meets Long Context Large Language Models(2023)14 cited
- → EMEURO: A framework for generating multi-purpose accelerators via deep learning(2015)13 cited
- → InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining(2023)6 cited
- → Utilizing Static Analysis and Code Generation to Accelerate Neural Networks(2012)1 cited
- → Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models(2025)