Gengchen Mai

Gengchen Mai

University of California, Santa Barbara

H-index: 22

North America-United States

Contact Gengchen Mai

About Gengchen Mai

Gengchen Mai, With an exceptional h-index of 22 and a recent h-index of 21 (since 2020), a distinguished researcher at University of California, Santa Barbara, specializes in the field of GeoAI, Knowledge Graph, GIScience, AI, Spatially Explicit AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Geollm: Extracting geospatial knowledge from large language models

The comparison of spatial patterns and factors associated with healthcare provider knowledge in palliative care in various regions of China

SpatialScene2Vec: A self-supervised contrastive representation learning method for spatial scene similarity evaluation

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation

TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction

Revolutionizing finance with llms: An overview of applications and insights

On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper)

Agi for agriculture

Gengchen Mai Information

University	University of California, Santa Barbara
Position	PhD Candidate
Citations(all)	1938
Citations(since 2020)	1804
Cited By	463
hIndex(all)	22
hIndex(since 2020)	21
i10Index(all)	45
i10Index(since 2020)	44
Email	Access Email
University Profile Page	University of California, Santa Barbara
Google Scholar	View Google Scholar Profile

Gengchen Mai Skills & Research Interests

GeoAI

Knowledge Graph

GIScience

AI

Spatially Explicit AI

Top articles of Gengchen Mai

Geollm: Extracting geospatial knowledge from large language models

arXiv preprint arXiv:2310.06213

2023/10/10

Gengchen Mai

H-Index: 11

Marshall Burke

H-Index: 39

David Lobell

H-Index: 76

Stefano Ermon

H-Index: 38

The comparison of spatial patterns and factors associated with healthcare provider knowledge in palliative care in various regions of China

Humanities and Social Sciences Communications

2024/4/13

Jingrong Wang

H-Index: 4

Suhang Song

H-Index: 5

Gengchen Mai

H-Index: 11

Yifan Xu

H-Index: 4

Xiaoyu Zhang

H-Index: 32

Jianwei Shi

H-Index: 8

SpatialScene2Vec: A self-supervised contrastive representation learning method for spatial scene similarity evaluation

International Journal of Applied Earth Observation and Geoinformation

2024/4/1

Yingxue Yu

H-Index: 1

Song Gao

H-Index: 2

Gengchen Mai

H-Index: 11

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation

arXiv preprint arXiv:2403.19584

2024/3/28

Zhongliang Zhou

H-Index: 1

Lan Mu

H-Index: 12

Sheng Li

H-Index: 26

Gengchen Mai

H-Index: 11

TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction

arXiv preprint arXiv:2402.15398

2024/2/23

Yan Luo

H-Index: 17

Gengchen Mai

H-Index: 11

Revolutionizing finance with llms: An overview of applications and insights

2024/1/22

Zhengliang Liu

H-Index: 1

Zihao Wu

H-Index: 0

Yiwei Li

H-Index: 0

Haixing Dai

H-Index: 2

Lin Zhao

H-Index: 4

Gengchen Mai

H-Index: 11

Tianming Liu

H-Index: 37

On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper)

2023/4/13

Gengchen Mai

H-Index: 11

Weiming Huang

H-Index: 6

Jin Sun

H-Index: 11

Suhang Song

H-Index: 5

Deepak Mishra

H-Index: 7

Song Gao

H-Index: 2

Tianming Liu

H-Index: 37

Gao Cong

H-Index: 49

Ziyuan Li

H-Index: 15

Rui Zhu

H-Index: 3

Agi for agriculture

arXiv preprint arXiv:2304.06136

2023/4/12

Sheng Li

H-Index: 26

Gengchen Mai

H-Index: 11

Jin Sun

H-Index: 11

Lilong Chai

H-Index: 14

Haijian Sun

H-Index: 14

Xianqiao Wang

H-Index: 19

Haixing Dai

H-Index: 2

Rui Xu

H-Index: 9

Changying Li

H-Index: 25

Tianming Liu

H-Index: 37

Artificial general intelligence (AGI) for education

2023/4

Ehsan Latif

H-Index: 12

Gengchen Mai

H-Index: 11

Sheng Li

H-Index: 26

Tianming Liu

H-Index: 37

Xiaoming Zhai

H-Index: 9

Towards general-purpose representation learning of polygonal geometries

GeoInformatica

2023/4

Gengchen Mai

H-Index: 11

Weiwei Sun

H-Index: 5

Rui Zhu

H-Index: 3

Ling Cai

H-Index: 16

Krzysztof Janowicz

H-Index: 37

Stefano Ermon

H-Index: 38

HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning

GeoInformatica

2023/4

Ling Cai

H-Index: 16

Krzysztof Janowicz

H-Index: 37

Rui Zhu

H-Index: 3

Gengchen Mai

H-Index: 11

Bo Yan

H-Index: 6

Learning urban region representations with POIs and hierarchical graph infomax

ISPRS Journal of Photogrammetry and Remote Sensing

2023/2/1

Weiming Huang

H-Index: 6

Gengchen Mai

H-Index: 11

Xu Guo

H-Index: 7

Lizhen Cui

H-Index: 16

The KnowWhereGraph Ontology: A Showcase

2023

Cogan Shimizu

H-Index: 7

Rui Zhu

H-Index: 3

Mark Schildhauer

H-Index: 25

Pascal Hitzler

H-Index: 32

Krzysztof Janowicz

H-Index: 37

Zilong Liu

H-Index: 12

Ling Cai

H-Index: 16

Spatial Representation Learning in GeoAI

2023/12/29

Gengchen Mai

H-Index: 11

Ziyuan Li

H-Index: 15

On the promises and challenges of multimodal foundation models for geographical, environmental, agricultural, and urban planning applications

arXiv preprint arXiv:2312.17016

2023/12/23

Yiwei Li

H-Index: 0

Xiao Yang

H-Index: 9

Zihao Wu

H-Index: 0

Zhengliang Liu

H-Index: 1

Hao Yang

H-Index: 1

Tao Tang

H-Index: 31

Lilong Chai

H-Index: 14

Changying Li

H-Index: 25

Lan Mu

H-Index: 12

Tianming Liu

H-Index: 37

Gengchen Mai

H-Index: 11

Multimodality of ai for education: Towards artificial general intelligence

arXiv preprint arXiv:2312.06037

2023/12/10

Gyeong-Geon Lee

H-Index: 4

Ehsan Latif

H-Index: 12

Yizhu Gao

H-Index: 1

Zihao Wu

H-Index: 0

Zhengliang Liu

H-Index: 1

Hui Wang

H-Index: 2

Gengchen Mai

H-Index: 11

Xiaoming Zhai

H-Index: 9

Chatgraph: Interpretable text classification by converting chatgpt knowledge to graphs

2023/12/4

Yucheng Shi

H-Index: 1

Gengchen Mai

H-Index: 11

Xiang Li

H-Index: 19

Tianming Liu

H-Index: 37

CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations

2023/7/3

Gengchen Mai

H-Index: 11

Yutong He

H-Index: 1

Jiaming Song

H-Index: 15

Stefano Ermon

H-Index: 38

Report of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI 2022)

SIGSPATIAL Special

2023/11/7

Song Gao

H-Index: 2

Shawn Newsam

H-Index: 23

Xueqing Deng

H-Index: 6

Gengchen Mai

H-Index: 11

GeoKG'2022 Workshop Report: The 1st ACM SIGSPATIAL International Workshop on Geospatial Knowledge Graphs

SIGSPATIAL Special

2023/11/7

Rui Zhu

H-Index: 3

Krzysztof Janowicz

H-Index: 37

Ellie Young

H-Index: 15

Gengchen Mai

H-Index: 11

See List of Professors in Gengchen Mai University(University of California, Santa Barbara)

Co-Authors

H-index: 76

Stefano Ermon — Stefano Ermon
Stanford University

Visit Stefano Ermon Page

H-index: 61

Tianming Liu — Tianming Liu
University of Georgia

Visit Tianming Liu Page

H-index: 61

Pascal Hitzler — Pascal Hitzler
Kansas State University

Visit Pascal Hitzler Page

H-index: 56

Krzysztof Janowicz — Krzysztof Janowicz
University of California, Santa Barbara

Visit Krzysztof Janowicz Page

H-index: 42

Song Gao — Song Gao
University of Wisconsin-Madison

Visit Song Gao Page

H-index: 40

Sheng Li — Sheng Li
University of Georgia

Visit Sheng Li Page

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