Yang Liu

University of Toronto (CA)

Research Areas

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H-index

103

Publications

3472

Citations

59131

i10-index

1016

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Text Summarization with Pretrained Encoders	2019	1552
Pre-trained models: Past, present and future	2021	868
Machine Learning Testing: Survey, Landscapes and H...	2020	765
Parameter-efficient fine-tuning of large-scale pre...	2023	680
MobileFaceNets: Efficient CNNs for Accurate Real-T...	2018	672
graph2vec: Learning Distributed Representations of...	2017	516
Physics-guided convolutional neural network (PhyCN...	2020	431
Handbook of Research on Teacher Education	2022	423
G-Eval: NLG Evaluation using Gpt-4 with Better Hum...	2023	423
DeepHunter: a coverage-guided fuzz testing framewo...	2019	423

Publications

1.
Text Summarization with Pretrained Encoders
Year: 2019Citations: 1552DOI: 10.18653/v1/d19-1387
2.
Pre-trained models: Past, present and future
Year: 2021Citations: 868DOI: 10.1016/j.aiopen.2021.08.002
3.
Machine Learning Testing: Survey, Landscapes and Horizons
Year: 2020Citations: 765DOI: 10.1109/tse.2019.2962027
4.
Parameter-efficient fine-tuning of large-scale pre-trained language models
Year: 2023Citations: 680DOI: 10.1038/s42256-023-00626-4
5.
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Year: 2018Citations: 672DOI: 10.1007/978-3-319-97909-0_46
6.
graph2vec: Learning Distributed Representations of Graphs
Year: 2017Citations: 516DOI: 10.48550/arxiv.1707.05005
7.
Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling
Year: 2020Citations: 431DOI: 10.1016/j.engstruct.2020.110704
8.
Handbook of Research on Teacher Education
Year: 2022Citations: 423DOI: 10.1007/978-981-16-9785-2
9.
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment
Year: 2023Citations: 423DOI: 10.18653/v1/2023.emnlp-main.153
10.
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks
Year: 2019Citations: 423DOI: 10.1145/3293882.3330579

About Yang Liu

Yang Liu is a researcher with 3472 publications and 59131 citations. They are affiliated with University of Toronto. Their research focuses on . With an h-index of 103, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Impact Metrics Over Time

Citations per publication by year