Yanchi Liu
- Transportation top 0.2%
- Human Mobility and Location-Based Analysis 23
- Information Systems top 0.2%
- Recommender Systems and Techniques 32
- Signal Processing top 1%
- Data Management and Algorithms 8
- Artificial Intelligence top 0.5%
- Advanced Graph Neural Networks 17
- Topic Modeling 16
- Computational Mathematics top 5%
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- Image Retrieval and Classification Techniques 8
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- Traffic Prediction and Management Techniques 7
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- Complex Network Analysis Techniques 7
Yanchi Liu
82 papers receiving 4.0k citations
Hit Papers
Peers
Comparison fields: 5 of 164
- Transportation 1.3k
- Information Systems 1.8k
- Signal Processing 618
- Artificial Intelligence 1.8k
- Computational Mathematics 30
Countries citing papers authored by Yanchi Liu
This map shows the geographic impact of Yanchi 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 Yanchi Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yanchi Liu more than expected).
Fields of papers citing papers by Yanchi Liu
This network shows the impact of papers produced by Yanchi 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 Yanchi Liu. The network helps show where Yanchi Liu may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Yanchi 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
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 8 | |
| 2 | 2024 | 5 | |
| 3 | 2024 | 4 | |
| 4 | 2024 | 0 | |
| 5 | 2024 | 0 | |
| 6 | 2023 | 1 | |
| 7 | 2023 | 3 | |
| 8 | 2023 | 27 | |
| 9 | 2023 | 11 | |
| 10 | 2023 | 1 | |
| 11 | 2023 | 8 | |
| 12 | 2023 | 1 | |
| 13 | 2023 | 4 | |
| 14 | 2023 | 47 | |
| 15 | 2022 | 4 | |
| 16 | 2021 | 8 | |
| 17 | 2020 | 8 | |
| 18 | Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendationbreakdown → | 2020 | 210 |
| 19 | Inductive and Unsupervised Representation Learning on Graph Structured Objects | 2020 | 6 |
| 20 | 2019 | 21 |
About Yanchi Liu
Yanchi Liu is a scholar working on Transportation, Computational Mathematics and Information Systems, having authored 87 papers that have together received 4.1k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (32 papers), Human Mobility and Location-Based Analysis (23 papers), Advanced Graph Neural Networks (17 papers), Topic Modeling (16 papers), Image Retrieval and Classification Techniques (8 papers), Data Management and Algorithms (8 papers), Traffic Prediction and Management Techniques (7 papers) and Complex Network Analysis Techniques (7 papers). The work is most often cited by research in Transportation (1.3k citations), Information Systems (1.8k citations) and Signal Processing (618 citations). Yanchi Liu has collaborated with scholars based in United States, China and Australia. Frequent co-authors include Hui Xiong, Zhongmou Li, Junjie Wu, Pengpeng Zhao, Victor S. Sheng, Xuedong Gao, Fuzhen Zhuang, Xiaofang Zhou, Jiajie Xu and Yu Zheng. Their work appears in journals such as Journal of Cleaner Production, Scientific Reports and Expert Systems with Applications.
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.