Yao-Yi Chiang

158 papers A* 5A 5B 7Journal 69Unranked 68
YearRankTypeTitle / Venue / Authors
2026 J jnl
Line-of-Sight Probability in Macrocells: Framework, Statistical Models, and Parametrization From Massive Real-World Datasets in the USA.
IEEE Trans. Wirel. Commun.
Bassel Abou Ali Modad, Xin Yu, Yao-Yi Chiang, Andreas F. Molisch
2026 J jnl
OMNI-Dent: Towards an Accessible and Explainable AI Framework for Automated Dental Diagnosis.
CoRR
Leeje Jang, Yao-Yi Chiang, Angela M. Hastings, Patimaporn Pungchanchaikul, Martha B. Lucas, Emily C. Schultz, Jeffrey P. Louie, Mohamed Estai, Wen-Chen Wang, Ryan H. L. Ip, Boyen Huang
2026 J jnl
TiCLS : Tightly Coupled Language Text Spotter.
CoRR
Leeje Jang, Yijun Lin, Yao-Yi Chiang, Jerod J. Weinman
2025 J jnl
Augmenting Human-Centered Racial Covenant Detection and Georeferencing with Plug-and-Play NLP Pipelines.
CoRR
Jiyoon Pyo, Yuankun Jiao, Yao-Yi Chiang, Michael Corey
2025 — conf
BeSTAD: Behavior-Aware Spatio-Temporal Anomaly Detection for Human Mobility Data.
GeoAnomalies@SIGSPATIAL
Junyi Xie, Jina Kim, Yao-Yi Chiang, Lingyi Zhao, Khurram Shafique
2025 J jnl
BeSTAD: Behavior-Aware Spatio-Temporal Anomaly Detection for Human Mobility Data.
CoRR
Junyi Xie, Jina Kim, Yao-Yi Chiang, Lingyi Zhao, Khurram Shafique
2025 — conf
Benchmarking Geospatial Question Answering with MapQA.
SIGSPATIAL/GIS
Zekun Li, Malcolm Grossman, Ehsan Qasemi, Mihir Kulkarni, Muhao Chen, Yao-Yi Chiang
2025 — conf
DIGMAPPER: A Modular System for Automated Geologic Map Digitization.
SIGSPATIAL/GIS
Weiwei Duan, Yao-Yi Chiang, Theresa Chen, Michael P. Gerlek, Leeje Jang, Sofia Kirsanova, Craig A. Knoblock, Fandel Lin, Yijun Lin, Zekun Li, Steven N. Minton
2025 J jnl
DIGMAPPER: A Modular System for Automated Geologic Map Digitization.
CoRR
Weiwei Duan, Michael P. Gerlek, Steven N. Minton, Craig A. Knoblock, Fandel Lin, Theresa Chen, Leeje Jang, Sofia Kirsanova, Zekun Li, Yijun Lin, Yao-Yi Chiang
2025 J jnl
Detecting Legend Items on Historical Maps Using GPT-4o with In-Context Learning.
CoRR
Sofia Kirsanova, Yao-Yi Chiang, Weiwei Duan
2025 — conf
Exploiting LLMs and Semantic Technologies to Build a Knowledge Graph of Historical Mining Data.
ISWC (2)
Craig A. Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang, Pothula Punith Krishna, Xiao Lin, Goran Muric, Jiyoon Pyo, Adriana Trejo-Sheu, Meng Ye
2025 — conf
Exploiting Polygon Metadata to Colorize Draft Maps.
SIGSPATIAL/GIS
Fandel Lin, Craig A. Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang
2025 — conf
Exploiting Polygon Metadata to Recolor Historical Maps.
SIGSPATIAL/GIS
Fandel Lin, Craig A. Knoblock, Binh Vu, Yao-Yi Chiang
2025 J jnl
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models.
CoRR
Jiyoon Pyo, Yuankun Jiao, Dongwon Jung, Zekun Li, Leeje Jang, Sofia Kirsanova, Jina Kim, Yijun Lin, Qin Liu, Junyi Xie, Hadi Askari, Nan Xu, Muhao Chen, Yao-Yi Chiang
2025 — conf
Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning.
SIGSPATIAL/GIS
Yijun Lin, Theresa Chen, Colby Brungard, Sabine Grunwald, Sue Ives, Matt Macander, Timm Nawrocki, Yao-Yi Chiang, Nic Jelinski
2025 J jnl
Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning.
CoRR
Yijun Lin, Theresa Chen, Colby Brungard, Sabine Grunwald, Sue Ives, Matt Macander, Timm Nawrocki, Yao-Yi Chiang, Nic Jelinski
2025 J jnl
HiCoTraj:Zero-Shot Demographic Reasoning via Hierarchical Chain-of-Thought Prompting from Trajectory.
CoRR
Junyi Xie, Yuankun Jiao, Jina Kim, Yao-Yi Chiang, Lingyi Zhao, Khurram Shafique
2025 J jnl
Hyper-Local Deformable Transformers for Text Spotting on Historical Maps.
CoRR
Yijun Lin, Yao-Yi Chiang
2025 — conf
ICDAR 2025 Competition on Historical Map Text Detection, Recognition, and Linking.
ICDAR (5)
Yijun Lin, Solenn Tual, Zekun Li, Leeje Jang, Yao-Yi Chiang, Jerod J. Weinman, Joseph Chazalon, Edwin Carlinet, Julien Perret, Nathalie Abadie, Bertrand Duménieu, Ta-Chien Chan, Hsiung-Ming Liao, Wen-Rong Su, Mengjie Zou, Tianhao Dai, Rémi Petitpierre, Beatrice Vaienti, Frédéric Kaplan, Isabella di Lenardo, Youngmin Baek, Michael Hentschel, Yu Nakagome, Ichimura Shuta, Jeongtae Lee, Chankyu Choi
2025 — conf
LDTR: Linear Object Detection Transformer for Accurate Graph Generation by Learning the N-Hop Connectivity Information.
ICDAR (2)
Weiwei Duan, Yao-Yi Chiang, Craig A. Knoblock
2025 J jnl
LIGHT: Multi-Modal Text Linking on Historical Maps.
CoRR
Yijun Lin, Rhett M. Olson, Junhan Wu, Yao-Yi Chiang, Jerod J. Weinman
2025 — conf
LIGHT: Multi-modal Text Linking on Historical Maps.
ICDAR (2)
Yijun Lin, Rhett M. Olson, Junhan Wu, Yao-Yi Chiang, Jerod J. Weinman
2025 J jnl
Less is More: Multimodal Region Representation via Pairwise Inter-view Learning.
CoRR
Min Namgung, Yijun Lin, JangHyeon Lee, Yao-Yi Chiang
2025 J jnl
MapQA: Open-domain Geospatial Question Answering on Map Data.
CoRR
Zekun Li, Malcolm Grossman, Ehsan Qasemi, Mihir Kulkarni, Muhao Chen, Yao-Yi Chiang
2025 — conf
MoVER: Modeling User Heterogeneity with Enriched Trajectory Representations for Human Mobility Prediction.
SIGSPATIAL/GIS
Yijun Lin, Fandel Lin, Jina Kim, Yao-Yi Chiang
2025 — ed.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection, GeoAnomalies 2025, Minneapolis MN, USA, November 3-6, 2025
GeoAnomalies@SIGSPATIAL
Yao-Yi Chiang, Jack Cooper, Carola Wenk, Andreas Züfle, Joon-Seok Kim, Enrico Mattei, Khurram Shafique
2025 — ed.
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2025, The Graduate Hotel Minneapolis, Minneapolis, MN, USA, November 3-6, 2025
SIGSPATIAL/GIS
Mohamed F. Mokbel, Shashi Shekar, Andreas Züfle, Yao-Yi Chiang, Maria Luisa Damiani, Moustafa A. Youssef
2025 J jnl
StreetLens: Enabling Human-Centered AI Agents for Neighborhood Assessment from Street View Imagery.
CoRR
Jina Kim, Leeje Jang, Yao-Yi Chiang, Guanyu Wang, Michelle Pasco
2025 J jnl
Towards the next generation of Geospatial Artificial Intelligence.
Int. J. Appl. Earth Obs. Geoinformation
Gengchen Mai, Yiqun Xie, Xiaowei Jia, Ni Lao, Jinmeng Rao, Qing Zhu, Zeping Liu, Yao-Yi Chiang, Junfeng Jiao
2025 — conf
Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning.
SIGSPATIAL/GIS
Min Namgung, JangHyeon Lee, Fangyi Ding, Yao-Yi Chiang
2025 J jnl
Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning.
CoRR
Min Namgung, JangHyeon Lee, Fangyi Ding, Yao-Yi Chiang
2025 J jnl
WalkCLIP: Multimodal Learning for Urban Walkability Prediction.
CoRR
Shilong Xiang, JangHyeon Lee, Min Namgung, Yao-Yi Chiang
2024 J jnl
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations.
CoRR
Minoh Jeong, Min Namgung, Zae Myung Kim, Dongyeop Kang, Yao-Yi Chiang, Alfred Hero
2024 — conf
Automatic Search of Multiword Place Names on Historical Maps.
GeoSearch@SIGSPATIAL
Rhett M. Olson, Jina Kim, Yao-Yi Chiang
2024 J jnl
Automatic Search of Multiword Place Names on Historical Maps.
CoRR
Rhett M. Olson, Jina Kim, Yao-Yi Chiang
2024 J jnl
Context-Aware Trajectory Anomaly Detection.
CoRR
Haoji Hu, Jina Kim, Jinwei Zhou, Sofia Kirsanova, JangHyeon Lee, Yao-Yi Chiang
2024 — conf
Context-aware Trajectory Anomaly Detection.
GeoAnomalies@SIGSPATIAL
Haoji Hu, Jina Kim, Jinwei Zhou, Sofia Kirsanova, JangHyeon Lee, Yao-Yi Chiang
2024 — conf
CrossBag: A Bag of Tricks for Cross-City Mobility Prediction.
HuMob-Challenge@SIGSPATIAL
JangHyeon Lee, Yao-Yi Chiang
2024 — conf
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data.
PKDD (4)
Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi
2024 J jnl
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data.
CoRR
Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi
2024 — conf
Enabling Semantic-Rich Location Search on Street View Imagery Using Multilingual POI Data.
GeoSearch@SIGSPATIAL
Leeje Jang, Yao-Yi Chiang
2024 J jnl
GeoAnomaly Detection: Towards finding Needles of Anomalous Behavior in a Haystack of Geospatial Data.
ACM SIGSPATIAL Special
Yao-Yi Chiang, Joon-Seok Kim, Cory Krause, Enrico Mattei, Khurram Shafique, Carola Wenk, Andreas Züfle
2024 A* conf
Hyper-Local Deformable Transformers for Text Spotting on Historical Maps.
KDD
Yijun Lin, Yao-Yi Chiang
2024 — conf
ICDAR 2024 Competition on Historical Map Text Detection, Recognition, and Linking.
ICDAR (6)
Zekun Li, Yijun Lin, Yao-Yi Chiang, Jerod J. Weinman, Solenn Tual, Joseph Chazalon, Julien Perret, Bertrand Duménieu, Nathalie Abadie
2024 — conf
Leveraging Large Language Models for Generating Labeled Mineral Site Record Linkage Data.
GeoAI@SIGSPATIAL
Jiyoon Pyo, Yao-Yi Chiang
2024 J jnl
Leveraging Large Language Models for Generating Labeled Mineral Site Record Linkage Data.
CoRR
Jiyoon Pyo, Yao-Yi Chiang
2024 — conf
MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution Modelling.
GeoAI@SIGSPATIAL
Theresa Chen, Yao-Yi Chiang
2024 J jnl
MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution Modelling.
CoRR
Theresa Chen, Yao-Yi Chiang
2024 — ed.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024
SIGSPATIAL/GIS
Mario A. Nascimento, Li Xiong, Andreas Züfle, Yao-Yi Chiang, Ahmed Eldawy, Peer Kröger
2024 A conf
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes.
SDM
Haowen Lin, Yao-Yi Chiang, Li Xiong, Cyrus Shahabi
2024 J jnl
Unveiling Population Heterogeneity in Health Risks Posed by Environmental Hazards Using Regression-Guided Neural Network.
CoRR
Jong Woo Nam, Eun Young Choi, Jennifer A. Ailshire, Yao-Yi Chiang
2023 J jnl
A Constraint-Based Routing and Charging Methodology for Battery Electric Vehicles With Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Ying Zhang, Muyang Li, Yuanchang Chen, Yao-Yi Chiang, Yunpeng Hua
2023 — conf
An Automatic Approach to Finding Geographic Name Changes on Historical Maps.
SIGSPATIAL/GIS
Rhett M. Olson, Jina Kim, Yao-Yi Chiang
2023 J jnl
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, Stefan Leyk
2023 J jnl
Clustering Human Mobility with Multiple Spaces.
CoRR
Haoji Hu, Haowen Lin, Yao-Yi Chiang
2023 — conf
Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature Extraction.
SIGSPATIAL/GIS
Fandel Lin, Craig A. Knoblock, Basel Shbita, Binh Vu, Zekun Li, Yao-Yi Chiang
2023 — conf
Generating Realistic and Representative Trajectories with Mobility Behavior Clustering.
SIGSPATIAL/GIS
Haowen Lin, Sina Shaham, Yao-Yi Chiang, Cyrus Shahabi
2023 A* conf
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding.
EMNLP
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
2023 J jnl
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding.
CoRR
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
2023 — conf
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting.
SIGSPATIAL/GIS
Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi
2023 J jnl
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting.
CoRR
Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi
2023 — conf
Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning.
SIGSPATIAL/GIS
Yijun Lin, Yao-Yi Chiang
2023 J jnl
Multiple ground/aerial parcel delivery problem: a Weighted Road Network Voronoi Diagram based approach.
Distributed Parallel Databases
Po-Wei Harn, Ji Zhang, Ting Shen, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Min-Te Sun, Yao-Yi Chiang
2023 J jnl
Optimal and efficient planning of charging stations for electric vehicles in urban areas: formulation, complexity and solutions.
Expert Syst. Appl.
Ying Zhang, Yunpeng Hua, Ao Kang, Jiyuan He, Meng Jia, Yao-Yi Chiang
2023 A ed.
Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023
SDM
Shashi Shekhar, Zhi-Hua Zhou, Yao-Yi Chiang, Gregor Stiglic
2023 J jnl
Quantile Extreme Gradient Boosting for Uncertainty Quantification.
CoRR
Xiaozhe Yin, Masoud Fallah Shorshani, Rob McConnell, Scott Fruin, Yao-Yi Chiang, Meredith Franklin
2023 — ed.
Recent Trends in Image Processing and Pattern Recognition - 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers
RTIP2R
KC Santosh, Ayush Goyal, Djamila Aouada, Aaisha Makkar, Yao-Yi Chiang, Satish Kumar Singh
2023 — conf
The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps.
SIGSPATIAL/GIS
Jina Kim, Zekun Li, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang
2023 J jnl
The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps.
CoRR
Jina Kim, Zekun Li, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang
2023 — conf
Towards Learning of Spatial Triad from Online Text.
SIGSPATIAL/GIS
Jina Kim, Yao-Yi Chiang
2022 B conf
A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data.
IEEE Big Data
Yijun Lin, Yao-Yi Chiang
2022 B conf
Cell-by-Cell Line-of-Sight Probability Models Based on Real-World Base Station Deployment.
GLOBECOM
Bassel Abou Ali Modad, Xin Yu, Hae Jin Song, Yao-Yi Chiang, Andreas F. Molisch
2022 B conf
Clustering Human Mobility with Multiple Spaces.
IEEE Big Data
Haoji Hu, Haowen Lin, Yao-Yi Chiang
2022 — conf
Incorporating spatial context for post-OCR in map images.
GeoAI@SIGSPATIAL
Min Namgung, Yao-Yi Chiang
2022 — conf
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation.
EMNLP (Findings)
Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen
2022 J jnl
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation.
CoRR
Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen
2022 J jnl
Towards the automated large-scale reconstruction of past road networks from historical maps.
CoRR
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A. Knoblock
2022 J jnl
Towards the automated large-scale reconstruction of past road networks from historical maps.
Comput. Environ. Urban Syst.
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A. Knoblock
2022 J jnl
Traffic volume prediction for scenic spots based on multi-source and heterogeneous data.
Trans. GIS
Yuan Gao, Yao-Yi Chiang, Xiaoxi Zhang, Min Zhang
2021 — conf
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.
IEEE BigData
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
2021 J jnl
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.
CoRR
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
2021 J jnl
A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data.
CoRR
Yijun Lin, Yao-Yi Chiang
2021 J jnl
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images.
CoRR
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock
2021 J jnl
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst.
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
2021 J jnl
BiS4EV: A fast routing algorithm considering charging stations and preferences for electric vehicles.
Eng. Appl. Artif. Intell.
Ying Zhang, Bin Wu, Yao-Yi Chiang, Xin Zhang, Yuanchang Chen, Muyang Li, Fanyu Li
2021 J jnl
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction.
CoRR
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
2021 J jnl
Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents.
Remote. Sens.
Johannes H. Uhl, Stefan Leyk, Zekun Li, Weiwei Duan, Basel Shbita, Yao-Yi Chiang, Craig A. Knoblock
2021 J jnl
Efficient Deployment of Electric Vehicle Charging Infrastructure: Simultaneous Optimization of Charging Station Placement and Charging Pile Assignment.
IEEE Trans. Intell. Transp. Syst.
Ying Zhang, Yanhao Wang, Fanyu Li, Bin Wu, Yao-Yi Chiang, Xin Zhang
2021 — conf
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.
IEEE BigData
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
2021 J jnl
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.
CoRR
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
2021 — conf
Kartta Labs: Collaborative Time Travel.
HICSS
Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris
2021 — conf
SRC: Incorporating Geographic Information for Building a Location-based Recommendation System.
SIGSPATIAL/GIS
Yuankun Jiao, Yao-Yi Chiang
2021 — conf
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection.
GeoAI@SIGSPATIAL
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock
2021 J jnl
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection.
CoRR
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock
2021 — conf
VAMBC: A Variational Approach for Mobility Behavior Clustering.
ECML/PKDD (4)
Mingxuan Yue, Yao-Yi Chiang, Cyrus Shahabi
2021 J jnl
W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets.
Sensors
Kenan Li, Huiyu Deng, John Morrison, Rima Habre, Meredith Franklin, Yao-Yi Chiang, Katherine Sward, Frank D. Gilliland, José Luis Ambite, Sandrah P. Eckel
2020 A* conf
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images.
KDD
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock
2020 J jnl
Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.
IEEE Access
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
2020 J jnl
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning.
Int. J. Geogr. Inf. Sci.
Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock
2020 A* conf
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction.
ICDM
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
2020 B conf
Building Linked Spatio-Temporal Data from Vectorized Historical Maps.
ESWC
Basel Shbita, Craig A. Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H. Uhl, Stefan Leyk
2020 J jnl
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis.
CoRR
Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi
2020 J jnl
Kartta Labs: Collaborative Time Travel.
CoRR
Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris
2019 J jnl
A New Gabor Filter-Based Method for Automatic Recognition of Hatched Residential Areas.
IEEE Access
Jianhua Wu, Pengjie Wei, Xiaofang Yuan, Zhigang Shu, Yao-Yi Chiang, Zhongliang Fu, Min Deng
2019 B conf
A VLOS Compliance Solution to Ground/Aerial Parcel Delivery Problem.
MDM
Ji Zhang, Ting Shen, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Min-Te Sun, Yao-Yi Chiang
2019 — conf
ADMSv2: A Modern Architecture for Transportation Data Management and Analysis.
ARIC@SIGSPATIAL
Chrysovalantis Anastasiou, Jianfa Lin, Chaoyang He, Yao-Yi Chiang, Cyrus Shahabi
2019 — conf
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
IUI Companion
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
2019 — conf
Building Explainable Predictive Analytics for Location-Dependent Time-Series Data.
CogMI
Yao-Yi Chiang, Yijun Lin, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite, Wei-Shinn Ku
2019 — conf
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis.
IEEE BigData
Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi
2019 J jnl
Extracting geographic features from the Internet: A geographic information mining framework.
Knowl. Based Syst.
Ying Zhang, Qunfei Ma, Yao-Yi Chiang, Craig A. Knoblock, Xin Zhang, Puhai Yang, Minghe Gao, Xiang Hu
2019 — conf
Kartta Labs: Unrendering Historical Maps.
GeoAI@SIGSPATIAL
Sasan Tavakkol, Yao-Yi Chiang, Tim Waters, Feng Han, Kisalaya Prasad, Raimondas Kiveris
2019 J jnl
Los Angeles Metro Bus Data Analysis Using GPS Trajectory and Schedule Data (Demo Paper).
CoRR
Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi
2019 — conf
Personalized Recommendation Method of POI Based on Deep Neural Network.
BESC
Yuan Gao, Zhizhou Duan, Weifeng Shi, Jun Feng, Yao-Yi Chiang
2018 J jnl
A Matching Algorithm Based on Voronoi Diagram for Multi-Scale Polygonal Residential Areas.
IEEE Access
Jianhua Wu, Yangyang Wan, Yao-Yi Chiang, Zhongliang Fu, Min Deng
2018 — conf
An Uncertainty Aware Method for Geographic Data Conflation.
BigSpatial@SIGSPATIAL
Haowen Lin, Yao-Yi Chiang
2018 — conf
Automatic intersection extraction and building arrangement with StarCraft II maps.
SIGSPATIAL/GIS
Yuanbin Cheng, Yao-Yi Chiang
2018 J jnl
Automatic intersection extraction and building arrangement with StarCraft II maps.
ACM SIGSPATIAL Special
Yuanbin Cheng, Yao-Yi Chiang
2018 — conf
Building Linked Data from Historical Maps.
SemSci@ISWC
Chun Lin, Hang Su, Craig A. Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H. Uhl
2018 — conf
Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning.
SIGSPATIAL/GIS
Yijun Lin, Nikhit Mago, Yu Gao, Yaguang Li, Yao-Yi Chiang, Cyrus Shahabi, José Luis Ambite
2018 — conf
Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper).
SIGSPATIAL/GIS
Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi
2018 J jnl
Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections.
ISPRS Int. J. Geo Inf.
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
2018 J jnl
Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.
IET Image Process.
Johannes H. Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A. Knoblock
2017 A* conf
A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric Asthma.
ICDE
Dimitris Stripelis, José Luis Ambite, Yao-Yi Chiang, Sandrah P. Eckel, Rima Habre
2017 — conf
Automatic alignment of geographic features in contemporary vector data and historical maps.
GeoAI@SIGSPATIAL
Weiwei Duan, Yao-Yi Chiang, Craig A. Knoblock, Vinil Jain, Dan Feldman, Johannes H. Uhl, Stefan Leyk
2017 — conf
Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution.
SIGSPATIAL/GIS
Yijun Lin, Yao-Yi Chiang, Fan Pan, Dimitrios Stripelis, José Luis Ambite, Sandrah P. Eckel, Rima Habre
2017 J jnl
SRC: a fully automatic geographic feature recognition system.
ACM SIGSPATIAL Special
Weiwei Duan, Yao-Yi Chiang
2017 J jnl
SRC: automatic extraction of phrase-level map labels from historical maps.
ACM SIGSPATIAL Special
Haowen Lin, Yao-Yi Chiang
2016 J jnl
Assessing the impact of graphical quality on automatic text recognition in digital maps.
Comput. Geosci.
Yao-Yi Chiang, Stefan Leyk, Narges Nazari, Sima Moghaddam, Tianxiang Tan
2016 — conf
Building knowledge graph from public data for predictive analysis: a case study on predicting technology future in space and time.
BigSpatial@SIGSPATIAL
Weiwei Duan, Yao-Yi Chiang
2016 — conf
Integrating Text Recognition for Overlapping Text Detection in Maps.
Document Recognition and Retrieval
Narges Nazari, Tianxiang Tan, Yao-Yi Chiang
2016 J jnl
Q2P: Discovering Query Templates via Autocompletion.
ACM Trans. Web
Wensheng Wu, Weiyi Meng, Weifeng Su, Guangyou Zhou, Yao-Yi Chiang
2016 B conf
Recognizing text in historical maps using maps from multiple time periods.
ICPR
Ronald Yu, Zexuan Luo, Yao-Yi Chiang
2016 — conf
Unlocking Textual Content from Historical Maps - Potentials and Applications, Trends, and Outlooks.
RTIP2R
Yao-Yi Chiang
2015 — conf
Querying historical maps as a unified, structured, and linked spatiotemporal source: vision paper.
SIGSPATIAL/GIS
Yao-Yi Chiang
2015 J jnl
Recognizing text in raster maps.
GeoInformatica
Yao-Yi Chiang, Craig A. Knoblock
2014 J jnl
A Survey of Digital Map Processing Techniques.
ACM Comput. Surv.
Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock
2014 — conf
A parallel query engine for interactive spatiotemporal analysis.
SIGSPATIAL/GIS
Mihir Sathe, Craig A. Knoblock, Yao-Yi Chiang, Aaron Harris
2014 — conf
A system for efficient cleaning and transformation of geospatial data attributes.
SIGSPATIAL/GIS
Yao-Yi Chiang, Bo Wu, Akshay Anand, Ketan Akade, Craig A. Knoblock
2014 — conf
From map images to geographic names.
SIGSPATIAL/GIS
Yao-Yi Chiang, Sima Moghaddam, Sanjauli Gupta, Renuka Fernandes, Craig A. Knoblock
2014 — conf
Integration and Automation of Data Preparation and Data Mining.
ICDM Workshops
Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely
2013 J jnl
A general approach for extracting road vector data from raster maps.
Int. J. Document Anal. Recognit.
Yao-Yi Chiang, Craig A. Knoblock
2013 — conf
A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data.
AIIP/Semantic Cities@IJCAI
Ying Zhang, Yao-Yi Chiang, Pedro A. Szekely, Craig A. Knoblock
2012 — conf
Generating Named Road Vector Data from Raster Maps.
GIScience
Yao-Yi Chiang, Craig A. Knoblock
2011 — conf
Efficient and Robust Graphics Recognition from Historical Maps.
GREC
Yao-Yi Chiang, Stefan Leyk, Craig A. Knoblock
2011 A conf
Recognition of Multi-oriented, Multi-sized, and Curved Text.
ICDAR
Yao-Yi Chiang, Craig A. Knoblock
2010 — conf
A general approach to discovering, registering, and extracting features from raster maps.
DRR
Craig A. Knoblock, Ching-Chien Chen, Yao-Yi Chiang, Aman Goel, Matthew Michelson, Cyrus Shahabi
2010 B conf
An Approach for Recognizing Text Labels in Raster Maps.
ICPR
Yao-Yi Chiang, Craig A. Knoblock
2010 — conf
Strabo: a system for extracting road vector data from raster maps.
GIS
Yao-Yi Chiang, Craig A. Knoblock
2009 A conf
A Method for Automatically Extracting Road Layers from Raster Maps.
ICDAR
Yao-Yi Chiang, Craig A. Knoblock
2009 J jnl
Automatic and Accurate Extraction of Road Intersections from Raster Maps.
GeoInformatica
Yao-Yi Chiang, Craig A. Knoblock, Cyrus Shahabi, Ching-Chien Chen
2009 — conf
Classification of raster maps for automatic feature extraction.
GIS
Yao-Yi Chiang, Craig A. Knoblock
2009 — conf
Extracting Road Vector Data from Raster Maps.
GREC
Yao-Yi Chiang, Craig A. Knoblock
2008 — conf
Automatic extraction of road intersection position, connectivity, and orientations from raster maps.
GIS
Yao-Yi Chiang, Craig A. Knoblock
2006 — conf
Classification of Line and Character Pixels on Raster Maps Using Discrete Cosine Transformation Coefficients and Support Vector Machine.
ICPR (2)
Yao-Yi Chiang, Craig A. Knoblock
2006 A conf
Geodec: Enabling Geospatial Decision Making.
ICME
Cyrus Shahabi, Yao-Yi Chiang, Kelvin Chung, Kai-Chen Huang, Jeff Khoshgozaran-Haghighi, Craig A. Knoblock, Sung Lee, Ulrich Neumann, Ram Nevatia, Arjun Rihan, Snehal Thakkar, Suya You
2005 — conf
Automatic extraction of road intersections from raster maps.
GIS
Yao-Yi Chiang, Craig A. Knoblock, Ching-Chien Chen
2005 — conf
Automatically identifying and georeferencing street maps on the web.
GIR
Sneha Desai, Craig A. Knoblock, Yao-Yi Chiang, Kandarp Desai, Ching-Chien Chen
2004 — conf
Automatically and accurately conflating orthoimagery and street maps.
GIS
Ching-Chien Chen, Craig A. Knoblock, Cyrus Shahabi, Yao-Yi Chiang, Snehal Thakkar