Zhiyuan Liu

Research interests

Publications

• Technology Roadmap for Flexible Sensors

  ACS Nano · 2023 · https://doi.org/10.1021/acsnano.2c12606

• Parameter-efficient fine-tuning of large-scale pre-trained language models

  Nature Machine Intelligence · 2023 · https://doi.org/10.1038/s42256-023-00626-4

• Pre-trained models: Past, present and future

  AI Open · 2021 · https://doi.org/10.1016/j.aiopen.2021.08.002

• Graph neural networks: A review of methods and applications

  AI Open · 2020 · https://doi.org/10.1016/j.aiopen.2021.01.001

• ERNIE: Enhanced Language Representation with Informative Entities

  Journal · 2019 · https://doi.org/10.18653/v1/p19-1139

• Multi-Channel Graph Neural Network for Entity Alignment

  Journal · 2019 · https://doi.org/10.18653/v1/p19-1140

• Multi-Channel Graph Neural Network for Entity Alignment

  Journal · 2019 · https://doi.org/10.18653/v1/p19-1140

• Graph Neural Networks: A Review of Methods and Applications

  arXiv (Cornell University) · 2018 · https://doi.org/10.48550/arxiv.1812.08434

• Topical Word Embeddings

  Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · https://doi.org/10.1609/aaai.v29i1.9522

Current projects

No projects listed.