Yang Liu
Impact in
- Software top 0.05%
- Software Testing and Debugging Techniques
- Signal Processing top 0.05%
- Advanced Malware Detection Techniques
Papers in
-
- Topic Modeling 286
- Natural Language Processing Techniques 245
- Adversarial Robustness in Machine Learning 85
-
- Software Engineering Research 129
- Co-authors
- Mirella Lapata (5 shared papers)Jun Sun (129 shared papers)Lei Ma (49 shared papers)Xiaofei Xie (71 shared papers)Jin Song Dong (99 shared papers)Guozhu Meng (28 shared papers)Maosong Sun (29 shared papers)Bihuan Chen (29 shared papers)
- Journals
- IEEE Transactions on Software Engineering (29 papers)ACM Transactions on Software Engineering and Methodology (24 papers)IEEE Transactions on Information Forensics and Security (22 papers)Lecture notes in computer science (121 papers)IEEE Access (13 papers)
- Partner nations
- ChinaSingaporeUnited States
In The Last Decade
Yang Liu
1.8k papers receiving 35.3k citations
Yang Liu's Hit Papers
Peers
Comparison fields: 5 of 227
- Software 4.5k
- Signal Processing 5.6k
- Artificial Intelligence 15.9k
- Information Systems 7.7k
- Computer Vision and Pattern Recognition 6.5k
Countries citing papers authored by Yang Liu
This map shows the geographic impact of Yang Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yang Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yang Liu more than expected).
Fields of papers citing papers by Yang Liu
This network shows the impact of papers produced by Yang Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yang Liu. The network helps show where Yang Liu may publish in the future.
Co-authors
The 25 scholars most cited alongside Yang Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 2.0k papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Text Summarization with Pretrained Encoders Hit paper breakdown → | 2019 | 1025 |
| 2 | Machine Learning Testing: Survey, Landscapes and Horizons Hit paper breakdown → | 2020 | 580 |
| 3 | Parameter-efficient fine-tuning of large-scale pre-trained language models Hit paper breakdown → | 2023 | 516 |
| 4 | MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Hit paper breakdown → | 2018 | 483 |
| 5 | Collaborative Security Hit paper breakdown → | 2015 | 374 |
| 6 | Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling Hit paper breakdown → | 2020 | 374 |
| 7 | 2006 | 355 | |
| 8 | G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment Hit paper breakdown → | 2023 | 302 |
| 9 | DeepHunter: a coverage-guided fuzz testing framework for deep neural networks Hit paper breakdown → | 2019 | 287 |
| 10 | 2009 | 280 | |
| 11 | Guided, stochastic model-based GUI testing of Android apps Hit paper breakdown → | 2017 | 272 |
| 12 | 2015 | 266 | |
| 13 | Deep Learning in Natural Language Processing Hit paper breakdown → | 2018 | 262 |
| 14 | DeepMutation: Mutation Testing of Deep Learning Systems Hit paper breakdown → | 2018 | 256 |
| 15 | 2020 | 256 | |
| 16 | 2018 | 229 | |
| 17 | 2019 | 223 | |
| 18 | 2019 | 217 | |
| 19 | 2017 | 211 | |
| 20 | 2019 | 199 |
About Yang Liu
Yang Liu is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition and Signal Processing, having authored 2.0k papers that have together received 36.6k indexed citations. Recurring topics across this work include Topic Modeling (286 papers), Natural Language Processing Techniques (245 papers), Advanced Malware Detection Techniques (188 papers), Software Testing and Debugging Techniques (150 papers), Software Engineering Research (129 papers), Formal Methods in Verification (107 papers), Adversarial Robustness in Machine Learning (85 papers) and Network Security and Intrusion Detection (82 papers). The work is most often cited by research in Software (4.5k citations), Signal Processing (5.6k citations), Artificial Intelligence (15.9k citations), Information Systems (7.7k citations) and Computer Vision and Pattern Recognition (6.5k citations). Yang Liu has collaborated with scholars based in China, Singapore and United States. Frequent co-authors include Mirella Lapata, Jun Sun, Lei Ma, Xiaofei Xie, Jin Song Dong, Guozhu Meng, Maosong Sun, Bihuan Chen, Felix Juefei-Xu and Qiang Yang. Their work appears in journals such as IEEE Transactions on Software Engineering, ACM Transactions on Software Engineering and Methodology, IEEE Transactions on Information Forensics and Security, Lecture notes in computer science and IEEE Access.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.