School of Geographical & Earth Sciences

Mr Rui Deng

  • Demonstrator - School of Geographical & Earth Sciences, Graduate Teaching Assistant - School of Geographical & Earth Sciences (School of Geographical & Earth Sciences)

Publications

List by: Type | Date

Jump to: 2026 | 2025
Number of items: 4.

2026

Deng, Rui, Li, Ziqi ORCID logoORCID: https://orcid.org/0000-0002-6345-4347 and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2026) Do foundation models work for geospatial tabular data? An investigation of TabPFN and a proposed enhancement based on geospatial sparse attention. International Journal of Geographical Information Science, (Accepted for Publication)

2025

Deng, Rui, Li, Ziqi and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2025) Improving the Computational Efficiency and Explainability of GeoAggregator. In: GeoAI'25 workshop, ACM SIGSPATIAL 2025, Minneapolis, MN, USA, 03-06 Nov 2025, pp. 120-123. ISBN 9798400721793 (doi: 10.1145/3764912.3770843)

Deng, Rui, Li, Ziqi and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2025) GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data. In: 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), Philadelphia, PA, USA, 25 Feb - 04 Mar 2025, pp. 11572-11580. ISBN 9781577358978 (doi: 10.1609/aaai.v39i11.33259)

Deng, Rui, Li, Ziqi and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2025) GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data. In: 39th Annual AAAI Conference on Artificial Intelligence (AAAI’25), Philadelphia, Pennsylvania, USA, 25 February – 4 March 2025, pp. 11572-11580. ISBN 9781577358978 (doi: 10.1609/aaai.v39i11.33259)

This list was generated on Wed Jun 17 15:34:52 2026 BST.
Jump to: Articles | Conference Proceedings
Number of items: 4.

Articles

Deng, Rui, Li, Ziqi ORCID logoORCID: https://orcid.org/0000-0002-6345-4347 and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2026) Do foundation models work for geospatial tabular data? An investigation of TabPFN and a proposed enhancement based on geospatial sparse attention. International Journal of Geographical Information Science, (Accepted for Publication)

Conference Proceedings

Deng, Rui, Li, Ziqi and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2025) Improving the Computational Efficiency and Explainability of GeoAggregator. In: GeoAI'25 workshop, ACM SIGSPATIAL 2025, Minneapolis, MN, USA, 03-06 Nov 2025, pp. 120-123. ISBN 9798400721793 (doi: 10.1145/3764912.3770843)

Deng, Rui, Li, Ziqi and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2025) GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data. In: 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), Philadelphia, PA, USA, 25 Feb - 04 Mar 2025, pp. 11572-11580. ISBN 9781577358978 (doi: 10.1609/aaai.v39i11.33259)

Deng, Rui, Li, Ziqi and Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143 (2025) GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data. In: 39th Annual AAAI Conference on Artificial Intelligence (AAAI’25), Philadelphia, Pennsylvania, USA, 25 February – 4 March 2025, pp. 11572-11580. ISBN 9781577358978 (doi: 10.1609/aaai.v39i11.33259)

This list was generated on Wed Jun 17 15:34:52 2026 BST.