Cheng Yang
Impact in
- Artificial Intelligence top 0.2%
- Advanced Graph Neural Networks
- Topic Modeling
- Statistical and Nonlinear Physics top 0.5%
- Complex Network Analysis Techniques
Papers in
-
- Advanced Graph Neural Networks 42
- Topic Modeling 31
- Natural Language Processing Techniques 13
- Advanced Text Analysis Techniques 7
- Text and Document Classification Technologies 6
-
- Recommender Systems and Techniques 17
- Co-authors
- Maosong Sun (23 shared papers)Zhiyuan Liu (21 shared papers)Ganqu Cui (4 shared papers)Zhengyan Zhang (3 shared papers)Shengding Hu (3 shared papers)Changcheng Li (2 shared papers)Jie Zhou (2 shared papers)Lifeng Wang (1 shared paper)
- Journals
- IEEE Transactions on Knowledge and Data Engineering (5 papers)ACM Transactions on Information Systems (3 papers)Sustainability (2 papers)European Journal of Medicinal Chemistry (2 papers)IEEE/ACM Transactions on Audio Speech and Language Processing (2 papers)
- Partner nations
- ChinaUnited StatesSingapore
In The Last Decade
Cheng Yang
127 papers receiving 6.6k citations
Cheng Yang's Hit Papers
Peers
Comparison fields: 5 of 191
- Artificial Intelligence 3.6k
- Statistical and Nonlinear Physics 1.2k
- Information Systems 1.2k
- Computer Vision and Pattern Recognition 1.1k
- Transportation 330
Countries citing papers authored by Cheng Yang
This map shows the geographic impact of Cheng Yang'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 Cheng Yang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Cheng Yang more than expected).
Fields of papers citing papers by Cheng Yang
This network shows the impact of papers produced by Cheng Yang. 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 Cheng Yang. The network helps show where Cheng Yang may publish in the future.
Co-authors
The 25 scholars most cited alongside Cheng Yang, 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 153 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Graph neural networks: A review of methods and applications Hit paper breakdown → | 2020 | 3420 |
| 2 | Graph Neural Networks: A Review of Methods and Applications Hit paper breakdown → | 2018 | 767 |
| 3 | Network representation learning with rich text information Hit paper breakdown → | 2015 | 524 |
| 4 | 2019 | 149 | |
| 5 | 2017 | 122 | |
| 6 | 2019 | 117 | |
| 7 | 2017 | 99 | |
| 8 | 2020 | 84 | |
| 9 | 2021 | 67 | |
| 10 | 2021 | 59 | |
| 11 | 2019 | 56 | |
| 12 | 2023 | 56 | |
| 13 | 2019 | 50 | |
| 14 | 2023 | 46 | |
| 15 | 2022 | 41 | |
| 16 | 1999 | 41 | |
| 17 | 2019 | 36 | |
| 18 | 2023 | 36 | |
| 19 | 2022 | 34 | |
| 20 | 2019 | 32 |
About Cheng Yang
Cheng Yang is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering and Statistical and Nonlinear Physics, having authored 153 papers that have together received 6.8k indexed citations. Recurring topics across this work include Advanced Graph Neural Networks (42 papers), Topic Modeling (31 papers), Complex Network Analysis Techniques (20 papers), Recommender Systems and Techniques (17 papers), Natural Language Processing Techniques (13 papers), Graph Theory and Algorithms (11 papers), Advanced Text Analysis Techniques (7 papers) and Text and Document Classification Technologies (6 papers). The work is most often cited by research in Artificial Intelligence (3.6k citations), Statistical and Nonlinear Physics (1.2k citations), Information Systems (1.2k citations), Computer Vision and Pattern Recognition (1.1k citations) and Transportation (330 citations). Cheng Yang has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Maosong Sun, Zhiyuan Liu, Ganqu Cui, Zhengyan Zhang, Shengding Hu, Changcheng Li, Jie Zhou, Lifeng Wang, Chuan Shi and Edward Yi Chang. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, ACM Transactions on Information Systems, Sustainability, European Journal of Medicinal Chemistry and IEEE/ACM Transactions on Audio Speech and Language Processing.
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.