Yao-Yi Chiang

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 86

Top Venues

Publications

Yijun Lin, Yao-Yi Chiang
Hyper-Local Deformable Transformers for Text Spotting on Historical Maps. KDD (2024)
Haowen Lin, Yao-Yi Chiang, Li Xiong, Cyrus Shahabi
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes. SDM (2024)
Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data. CoRR (2024)
Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data. PKDD (4) (2024)
Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. SIGSPATIAL/GIS (2023)
Ying Zhang, Muyang Li, Yuanchang Chen, Yao-Yi Chiang, Yunpeng Hua
A Constraint-Based Routing and Charging Methodology for Battery Electric Vehicles With Deep Reinforcement Learning. IEEE Trans. Smart Grid 14 (3) (2023)
Po-Wei Harn, Ji Zhang, Ting Shen, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Min-Te Sun, Yao-Yi Chiang
Multiple ground/aerial parcel delivery problem: a Weighted Road Network Voronoi Diagram based approach. Distributed Parallel Databases 41 (4) (2023)
Ying Zhang, Yunpeng Hua, Ao Kang, Jiyuan He, Meng Jia, Yao-Yi Chiang
Optimal and efficient planning of charging stations for electric vehicles in urban areas: formulation, complexity and solutions. Expert Syst. Appl. 230 (2023)
Haoji Hu, Haowen Lin, Yao-Yi Chiang
Clustering Human Mobility with Multiple Spaces. CoRR (2023)
Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. CoRR (2023)
Xiaozhe Yin, Masoud Fallah Shorshani, Rob McConnell, Scott Fruin, Yao-Yi Chiang, Meredith Franklin
Quantile Extreme Gradient Boosting for Uncertainty Quantification. CoRR (2023)
Jina Kim, Zekun Li, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang
The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps. CoRR (2023)
Yijun Lin, Yao-Yi Chiang
Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning. SIGSPATIAL/GIS (2023)
Haowen Lin, Sina Shaham, Yao-Yi Chiang, Cyrus Shahabi
Generating Realistic and Representative Trajectories with Mobility Behavior Clustering. SIGSPATIAL/GIS (2023)
Basel Shbita, Craig A. Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H. Uhl, Stefan Leyk
Building spatio-temporal knowledge graphs from vectorized topographic historical maps. Semantic Web 14 (3) (2023)
Rhett M. Olson, Jina Kim, Yao-Yi Chiang
An Automatic Approach to Finding Geographic Name Changes on Historical Maps. SIGSPATIAL/GIS (2023)
Jina Kim, Yao-Yi Chiang
Towards Learning of Spatial Triad from Online Text. SIGSPATIAL/GIS (2023)
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. CoRR (2023)
Fandel Lin, Craig A. Knoblock, Basel Shbita, Binh Vu, Zekun Li, Yao-Yi Chiang
Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature Extraction. SIGSPATIAL/GIS (2023)
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. EMNLP (2023)
Jina Kim, Zekun Li, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang
The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps. SIGSPATIAL/GIS (2023)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A. Knoblock
Towards the automated large-scale reconstruction of past road networks from historical maps. Comput. Environ. Urban Syst. 94 (2022)
Yuan Gao, Yao-Yi Chiang, Xiaoxi Zhang, Min Zhang
Traffic volume prediction for scenic spots based on multi-source and heterogeneous data. Trans. GIS 26 (6) (2022)
Bassel Abou Ali Modad, Xin Yu, Hae Jin Song, Yao-Yi Chiang, Andreas F. Molisch
Cell-by-Cell Line-of-Sight Probability Models Based on Real-World Base Station Deployment. GLOBECOM (2022)
Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. EMNLP (Findings) (2022)
Min Namgung, Yao-Yi Chiang
Incorporating spatial context for post-OCR in map images. GeoAI@SIGSPATIAL (2022)
Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. CoRR (2022)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A. Knoblock
Towards the automated large-scale reconstruction of past road networks from historical maps. CoRR (2022)
Yijun Lin, Yao-Yi Chiang
A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data. Big Data (2022)
Haoji Hu, Haowen Lin, Yao-Yi Chiang
Clustering Human Mobility with Multiple Spaces. Big Data (2022)
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection. CoRR (2021)
Kenan Li, Huiyu Deng, John Morrison, Rima Habre, Meredith Franklin, Yao-Yi Chiang, Katherine Sward, Frank D. Gilliland, José Luis Ambite, Sandrah P. Eckel
W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets. Sensors 21 (17) (2021)
Johannes H. Uhl, Stefan Leyk, Zekun Li, Weiwei Duan, Basel Shbita, Yao-Yi Chiang, Craig A. Knoblock
Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents. Remote. Sens. 13 (18) (2021)
Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris
Kartta Labs: Collaborative Time Travel. HICSS (2021)
Yolanda Gil, Daniel Garijo, Deborah Khider, Craig A. Knoblock, Varun Ratnakar, Maximiliano Osorio, Hernán Vargas, Minh Pham, Jay Pujara, Basel Shbita, Binh Vu, Yao-Yi Chiang, Dan Feldman, Yijun Lin, Hayley Song, Vipin Kumar, Ankush Khandelwal, Michael S. Steinbach, Kshitij Tayal, Shaoming Xu, Suzanne A. Pierce, Lissa Pearson, Daniel Hardesty-Lewis, Ewa Deelman, Rafael Ferreira da Silva, Rajiv Mayani, Armen R. Kemanian, Yuning Shi, Lorne Leonard, Scott D. Peckham, Maria Stoica, Kelly M. Cobourn, Zeya Zhang, Christopher J. Duffy, Lele Shu
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making. ACM Trans. Interact. Intell. Syst. 11 (2) (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition. IEEE BigData (2021)
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images. CoRR (2021)
Mingxuan Yue, Yao-Yi Chiang, Cyrus Shahabi
VAMBC: A Variational Approach for Mobility Behavior Clustering. ECML/PKDD (4) (2021)
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction. CoRR (2021)
Ying Zhang, Yanhao Wang, Fanyu Li, Bin Wu, Yao-Yi Chiang, Xin Zhang
Efficient Deployment of Electric Vehicle Charging Infrastructure: Simultaneous Optimization of Charging Station Placement and Charging Pile Assignment. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection. GeoAI@SIGSPATIAL (2021)
Ying Zhang, Bin Wu, Yao-Yi Chiang, Xin Zhang, Yuanchang Chen, Muyang Li, Fanyu Li
BiS4EV: A fast routing algorithm considering charging stations and preferences for electric vehicles. Eng. Appl. Artif. Intell. 104 (2021)
Yuankun Jiao, Yao-Yi Chiang
SRC: Incorporating Geographic Information for Building a Location-based Recommendation System. SIGSPATIAL/GIS (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition. CoRR (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images. IEEE BigData (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images. CoRR (2021)
Yijun Lin, Yao-Yi Chiang
A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data. CoRR (2021)
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images. KDD (2020)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks. IEEE Access 8 (2020)
Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris
Kartta Labs: Collaborative Time Travel. CoRR (2020)
Basel Shbita, Craig A. Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H. Uhl, Stefan Leyk
Building Linked Spatio-Temporal Data from Vectorized Historical Maps. ESWC (2020)
Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. CoRR (2020)
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction. ICDM (2020)
Yuan Gao, Zhizhou Duan, Weifeng Shi, Jun Feng, Yao-Yi Chiang
Personalized Recommendation Method of POI Based on Deep Neural Network. BESC (2019)
Chrysovalantis Anastasiou, Jianfa Lin, Chaoyang He, Yao-Yi Chiang, Cyrus Shahabi
ADMSv2: A Modern Architecture for Transportation Data Management and Analysis. ARIC@SIGSPATIAL (2019)
Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi
Los Angeles Metro Bus Data Analysis Using GPS Trajectory and Schedule Data (Demo Paper). CoRR (2019)
Ying Zhang, Qunfei Ma, Yao-Yi Chiang, Craig A. Knoblock, Xin Zhang, Puhai Yang, Minghe Gao, Xiang Hu
Extracting geographic features from the Internet: A geographic information mining framework. Knowl. Based Syst. 174 (2019)
Jianhua Wu, Pengjie Wei, Xiaofang Yuan, Zhigang Shu, Yao-Yi Chiang, Zhongliang Fu, Min Deng
A New Gabor Filter-Based Method for Automatic Recognition of Hatched Residential Areas. IEEE Access 7 (2019)
Sasan Tavakkol, Yao-Yi Chiang, Tim Waters, Feng Han, Kisalaya Prasad, Raimondas Kiveris
Kartta Labs: Unrendering Historical Maps. GeoAI@SIGSPATIAL (2019)
Yao-Yi Chiang, Yijun Lin, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite, Wei-Shinn Ku
Building Explainable Predictive Analytics for Location-Dependent Time-Series Data. CogMI (2019)
Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Ewa Deelman, Rafael Ferreira da Silva, Craig A. Knoblock, Yao-Yi Chiang, Minh Pham, Jay Pujara, Binh Vu, Dan Feldman, Rajiv Mayani, Kelly M. Cobourn, Christopher J. Duffy, Armen R. Kemanian, Lele Shu, Vipin Kumar, Ankush Khandelwal, Kshitij Tayal, Scott D. Peckham, Maria Stoica, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne A. Pierce
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. IUI Companion (2019)
Ji Zhang, Ting Shen, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Min-Te Sun, Yao-Yi Chiang
A VLOS Compliance Solution to Ground/Aerial Parcel Delivery Problem. MDM (2019)
Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. IEEE BigData (2019)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections. ISPRS Int. J. Geo Inf. 7 (4) (2018)
Yijun Lin, Nikhit Mago, Yu Gao, Yaguang Li, Yao-Yi Chiang, Cyrus Shahabi, José Luis Ambite
Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning. SIGSPATIAL/GIS (2018)
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing. IET Image Process. 12 (11) (2018)
Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi
Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper). SIGSPATIAL/GIS (2018)
Jianhua Wu, Yangyang Wan, Yao-Yi Chiang, Zhongliang Fu, Min Deng
A Matching Algorithm Based on Voronoi Diagram for Multi-Scale Polygonal Residential Areas. IEEE Access 6 (2018)
Yuanbin Cheng, Yao-Yi Chiang
Automatic intersection extraction and building arrangement with StarCraft II maps. ACM SIGSPATIAL Special 10 (3) (2018)
Yuanbin Cheng, Yao-Yi Chiang
Automatic intersection extraction and building arrangement with StarCraft II maps. SIGSPATIAL/GIS (2018)
Haowen Lin, Yao-Yi Chiang
An Uncertainty Aware Method for Geographic Data Conflation. BigSpatial@SIGSPATIAL (2018)
Chun Lin, Hang Su, Craig A. Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H. Uhl
Building Linked Data from Historical Maps. SemSci@ISWC (2018)
Haowen Lin, Yao-Yi Chiang
SRC: automatic extraction of phrase-level map labels from historical maps. ACM SIGSPATIAL Special 9 (3) (2017)
Weiwei Duan, Yao-Yi Chiang
SRC: a fully automatic geographic feature recognition system. ACM SIGSPATIAL Special 9 (3) (2017)
Yijun Lin, Yao-Yi Chiang, Fan Pan, Dimitrios Stripelis, José Luis Ambite, Sandrah P. Eckel, Rima Habre
Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution. SIGSPATIAL/GIS (2017)
Dimitris Stripelis, José Luis Ambite, Yao-Yi Chiang, Sandrah P. Eckel, Rima Habre
A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric Asthma. ICDE (2017)
Weiwei Duan, Yao-Yi Chiang, Craig A. Knoblock, Vinil Jain, Dan Feldman, Johannes H. Uhl, Stefan Leyk
Automatic alignment of geographic features in contemporary vector data and historical maps. GeoAI@SIGSPATIAL (2017)
Wensheng Wu, Weiyi Meng, Weifeng Su, Guangyou Zhou, Yao-Yi Chiang
Q2P: Discovering Query Templates via Autocompletion. ACM Trans. Web 10 (2) (2016)
Yao-Yi Chiang
Unlocking Textual Content from Historical Maps - Potentials and Applications, Trends, and Outlooks. RTIP2R (2016)
Weiwei Duan, Yao-Yi Chiang
Building knowledge graph from public data for predictive analysis: a case study on predicting technology future in space and time. BigSpatial@SIGSPATIAL (2016)
Yao-Yi Chiang, Stefan Leyk, Narges Nazari, Sima Moghaddam, Tianxiang Tan
Assessing the impact of graphical quality on automatic text recognition in digital maps. Comput. Geosci. 93 (2016)
Ronald Yu, Zexuan Luo, Yao-Yi Chiang
Recognizing text in historical maps using maps from multiple time periods. ICPR (2016)
Narges Nazari, Tianxiang Tan, Yao-Yi Chiang
Integrating Text Recognition for Overlapping Text Detection in Maps. Document Recognition and Retrieval (2016)
Yao-Yi Chiang, Craig A. Knoblock
Recognizing text in raster maps. GeoInformatica 19 (1) (2015)
Yao-Yi Chiang
Querying historical maps as a unified, structured, and linked spatiotemporal source: vision paper. SIGSPATIAL/GIS (2015)
Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely
Integration and Automation of Data Preparation and Data Mining. ICDM Workshops (2014)
Mihir Sathe, Craig A. Knoblock, Yao-Yi Chiang, Aaron Harris
A parallel query engine for interactive spatiotemporal analysis. SIGSPATIAL/GIS (2014)
Yao-Yi Chiang, Bo Wu, Akshay Anand, Ketan Akade, Craig A. Knoblock
A system for efficient cleaning and transformation of geospatial data attributes. SIGSPATIAL/GIS (2014)
Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock
A Survey of Digital Map Processing Techniques. ACM Comput. Surv. 47 (1) (2014)
Yao-Yi Chiang, Sima Moghaddam, Sanjauli Gupta, Renuka Fernandes, Craig A. Knoblock
From map images to geographic names. SIGSPATIAL/GIS (2014)
Yao-Yi Chiang, Craig A. Knoblock
A general approach for extracting road vector data from raster maps. Int. J. Document Anal. Recognit. 16 (1) (2013)
Ying Zhang, Yao-Yi Chiang, Pedro A. Szekely, Craig A. Knoblock
A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data. AIIP/Semantic Cities@IJCAI (2013)
Yao-Yi Chiang, Craig A. Knoblock
Generating Named Road Vector Data from Raster Maps. GIScience (2012)
Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock
Efficient and Robust Graphics Recognition from Historical Maps. GREC (2011)
Yao-Yi Chiang, Craig A. Knoblock
Recognition of Multi-oriented, Multi-sized, and Curved Text. ICDAR (2011)
Yao-Yi Chiang, Craig A. Knoblock
An Approach for Recognizing Text Labels in Raster Maps. ICPR (2010)
Yao-Yi Chiang, Craig A. Knoblock
Strabo: a system for extracting road vector data from raster maps. GIS (2010)
Craig A. Knoblock, Ching-Chien Chen, Yao-Yi Chiang, Aman Goel, Matthew Michelson, Cyrus Shahabi
A general approach to discovering, registering, and extracting features from raster maps. DRR (2010)
Yao-Yi Chiang, Craig A. Knoblock
A Method for Automatically Extracting Road Layers from Raster Maps. ICDAR (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yao-Yi Chiang