Xiao Liu
Pennsylvania State University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Graph Neural Networks, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications
Most-Cited Works
- → Pre-trained models: Past, present and future(2021)908 cited
- → GLM: General Language Model Pretraining with Autoregressive Blank Infilling(2022)887 cited
- → P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks(2022)693 cited
- → GraphMAE: Self-Supervised Masked Graph Autoencoders(2022)494 cited
- → Deep Speaker: an End-to-End Neural Speaker Embedding System(2017)426 cited
- → P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks(2021)262 cited
- → Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset(2016)168 cited
- → Fully Convolutional Attention Networks for Fine-Grained Recognition(2016)128 cited
- → Neighborhood Matching Network for Entity Alignment(2020)122 cited
- → Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks(2016)122 cited