Research output per year
Research output per year
Personal profile
Name in Chinese
沈一飛
Fingerprint
Dive into the research topics where Yifei SHEN is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Multiresolution Taxi Demand Prediction : A Big Data Statistical and Zero-Inflated Spatiotemporal GNN Approach
SHEN, Y., SHI, W., SHEN, J., WANG, H., WU, H. & CAO, J., Feb 2026, In: Big Data Mining and Analytics. 9, 1, p. 39-56 18 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access3 Link opens in a new tab Citations (SciVal) -
Deep Learning-based Gait Recognition and Evaluation of the Wounded
LIU, C., CAI, L.-H., SHEN, Y.-F., LI, Z., HE, Z.-J., CHEN, X.-Y., ZHANG, L., ZHANG, Y., XIAO, Y., ZENG, F. & LIU, M., 2025, In: Disaster Medicine and Public Health Preparedness. 19, 9 p., e272.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access -
STZIP-GNN: A Robust Model for Taxi Demand Prediction in Sparse Urban Environments
SHEN, Y. & SHEN, J., Oct 2024, Proceedings - 2024 IEEE 30th International Conference on Parallel and Distributed Systems, ICPADS 2024. IEEE Computer Society, p. 210-217 8 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review
3 Link opens in a new tab Citations (Scopus)
Activities
- 1 Other Invited Talks or Presentations
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Forecasting Sparse Taxi Demand using a Spatiotemporal Graph Neural Network with Crowdsensing Geolocation Data
SHEN, Y. (Speaker)
24 Apr 2024Activity: Talks or Presentations › Other Invited Talks or Presentations
Thesis
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Towards scalable taxi demand prediction
SHEN, Y. (Author), SHEN, J. (Supervisor), 25 Jul 2025Student thesis: MPhil Thesis (Lingnan)