Yang Liu

University of Leeds (GB)

Research Areas

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H-index

107

Publications

3446

Citations

62551

i10-index

1062

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Text Summarization with Pretrained Encoders	2019	1607
Pre-trained models: Past, present and future	2021	926
Parameter-efficient fine-tuning of large-scale pre...	2023	868
Machine Learning Testing: Survey, Landscapes and H...	2020	815
MobileFaceNets: Efficient CNNs for Accurate Real-T...	2018	712
G-Eval: NLG Evaluation using Gpt-4 with Better Hum...	2023	548
graph2vec: Learning Distributed Representations of...	2017	521
Physics-guided convolutional neural network (PhyCN...	2020	461
DeepHunter: a coverage-guided fuzz testing framewo...	2019	442
Handbook of Research on Teacher Education	2022	423

Publications

1.
Text Summarization with Pretrained Encoders
Year: 2019Citations: 1607DOI: 10.18653/v1/d19-1387
2.
Pre-trained models: Past, present and future
Year: 2021Citations: 926DOI: 10.1016/j.aiopen.2021.08.002
3.
Parameter-efficient fine-tuning of large-scale pre-trained language models
Year: 2023Citations: 868DOI: 10.1038/s42256-023-00626-4
4.
Machine Learning Testing: Survey, Landscapes and Horizons
Year: 2020Citations: 815DOI: 10.1109/tse.2019.2962027
5.
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Year: 2018Citations: 712DOI: 10.1007/978-3-319-97909-0_46
6.
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment
Year: 2023Citations: 548DOI: 10.18653/v1/2023.emnlp-main.153
7.
graph2vec: Learning Distributed Representations of Graphs
Year: 2017Citations: 521DOI: 10.48550/arxiv.1707.05005
8.
Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling
Year: 2020Citations: 461DOI: 10.1016/j.engstruct.2020.110704
9.
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks
Year: 2019Citations: 442DOI: 10.1145/3293882.3330579
10.
Handbook of Research on Teacher Education
Year: 2022Citations: 423DOI: 10.1007/978-981-16-9785-2

About Yang Liu

Yang Liu is a researcher with 3446 publications and 62551 citations. They are affiliated with University of Leeds. Their research focuses on . With an h-index of 107, 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