Yao-Yi Chiang

Yao-Yi Chiang

University of Southern California

H-index: 27

North America-United States

About Yao-Yi Chiang

Yao-Yi Chiang, With an exceptional h-index of 27 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of spatial AI, data mining, machine learning, geographic information science, computer vision.

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

Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data

Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes

SDM 23 General Chairs' and Program Committee Chairs' Welcome

Geolm: Empowering language models for geospatially grounded language understanding

Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning

Building spatio-temporal knowledge graphs from vectorized topographic historical maps

The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps

Generating Realistic and Representative Trajectories with Mobility Behavior Clustering

Yao-Yi Chiang Information

University

Position

Associate Professor (Research) in Spatial Sciences

Citations(all)

2291

Citations(since 2020)

1484

Cited By

1245

hIndex(all)

27

hIndex(since 2020)

21

i10Index(all)

55

i10Index(since 2020)

46

Email

University Profile Page

University of Southern California

Google Scholar

View Google Scholar Profile

Yao-Yi Chiang Skills & Research Interests

spatial AI

data mining

machine learning

geographic information science

computer vision

Top articles of Yao-Yi Chiang

Title

Journal

Author(s)

Publication Date

Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data

Arash Hajisafi

Haowen Lin

Yao-Yi Chiang

Cyrus Shahabi

2024/5/1

Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes

Haowen Lin

Yao-Yi Chiang

Li Xiong

Cyrus Shahabi

2024

SDM 23 General Chairs' and Program Committee Chairs' Welcome

2023 SIAM International Conference on Data Mining, SDM 2023

Shashi Shekhar

Zhi Hua Zhou

Yao Yi Chiang

Gregor Stiglic

2023

Geolm: Empowering language models for geospatially grounded language understanding

arXiv preprint arXiv:2310.14478

Zekun Li

Wenxuan Zhou

Yao-Yi Chiang

Muhao Chen

2023/10/23

Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning

Yijun Lin

Yao-Yi Chiang

2023/11/13

Building spatio-temporal knowledge graphs from vectorized topographic historical maps

Semantic Web

Basel Shbita

Craig A Knoblock

Weiwei Duan

Yao-Yi Chiang

Johannes H Uhl

...

2023/1/1

The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps

arXiv preprint arXiv:2306.17059

Jina Kim

Zekun Li

Yijun Lin

Min Namgung

Leeje Jang

...

2023/6/29

Generating Realistic and Representative Trajectories with Mobility Behavior Clustering

Haowen Lin

Sina Shaham

Yao-Yi Chiang

Cyrus Shahabi

2023/11/13

Water, sanitation, and hygiene (WaSH) insecurity in unhoused communities of Los Angeles, California

International journal for equity in health

Lourdes Johanna Avelar Portillo

Georgia L Kayser

Charlene Ko

Angelica Vasquez

Jimena Gonzalez

...

2023/6/1

An Automatic Approach to Finding Geographic Name Changes on Historical Maps

Rhett M Olson

Jina Kim

Yao-Yi Chiang

2023/11/13

GeoAI for the Digitization of Historical Maps

Yao-Yi Chiang

Muhao Chen

Weiwei Duan

Jina Kim

Craig A Knoblock

...

2023/12/29

Quantile Extreme Gradient Boosting for Uncertainty Quantification

arXiv preprint arXiv:2304.11732

Xiaozhe Yin

Masoud Fallah-Shorshani

Rob McConnell

Scott Fruin

Yao-Yi Chiang

...

2023/4/23

Towards Learning of Spatial Triad from Online Text

Jina Kim

Yao-Yi Chiang

2023/11/13

Optimal and efficient planning of charging stations for electric vehicles in urban areas: Formulation, complexity and solutions

Expert Systems with Applications

Ying Zhang

Yunpeng Hua

Ao Kang

Jiyuan He

Meng Jia

...

2023/11/15

Recurrent neural networks

Handbook on neural information processing

Sajid A Marhon

Christopher JF Cameron

Stefan C Kremer

2013

Learning dynamic graphs from all contextual information for accurate point-of-interest visit forecasting

Arash Hajisafi

Haowen Lin

Sina Shaham

Haoji Hu

Maria Despoina Siampou

...

2023/11/13

Exploiting Polygon Metadata to Understand Raster Maps-Accurate Polygonal Feature Extraction

Fandel Lin

Craig A Knoblock

Basel Shbita

Binh Vu

Zekun Li

...

2023/11/13

Incorporating spatial context for post-OCR in map images

Min Namgung

Yao-Yi Chiang

2022/11/1

Spabert: a pretrained language model from geographic data for geo-entity representation

arXiv preprint arXiv:2210.12213

Zekun Li

Jina Kim

Yao-Yi Chiang

Muhao Chen

2022/10/21

A constraint-based routing and charging methodology for battery electric vehicles with deep reinforcement learning

IEEE Transactions on Smart Grid

Ying Zhang

Muyang Li

Yuanchang Chen

Yao-Yi Chiang

Yunpeng Hua

2022/10/19

See List of Professors in Yao-Yi Chiang University(University of Southern California)

Co-Authors

H-index: 79
Craig A. Knoblock

Craig A. Knoblock

University of Southern California

H-index: 76
Cyrus Shahabi

Cyrus Shahabi

University of Southern California

H-index: 63
Jaime E Hart

Jaime E Hart

Harvard University

H-index: 33
Sandrah P Eckel

Sandrah P Eckel

University of Southern California

H-index: 30
Stefan Leyk

Stefan Leyk

University of Colorado Boulder

H-index: 27
Meredith Franklin

Meredith Franklin

University of Southern California

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