Felix Yu
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Dark Matter and Cosmic Phenomena, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications
Most-Cited Works
- → Self-supervised Learning for Large-scale Item Recommendations(2021)221 cited
- → cpSGD: Communication-efficient and differentially-private distributed SGD(2018)184 cited
- → Circulant Binary Embedding(2014)124 cited
- → Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques(2019)116 cited
- → FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning(2023)87 cited
- → Hyperparameter optimization in black-box image processing using differentiable proxies(2019)65 cited
- → Modifying Memories in Transformer Models(2020)42 cited
- → Lattice rescoring strategies for long short term memory language models in speech recognition(2017)40 cited
- → Large Language Models with Controllable Working Memory(2023)38 cited