Yijun Lin

According to our database, Yijun Lin authored at least 21 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2026

TICLS: Tightly Coupled Language Text Spotter.

Leeje Jang, Yijun Lin, Yao-Yi Chiang, Jerod J. Weinman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models.

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

CoRR, December, 2025

Less is More: Multimodal Region Representation via Pairwise Inter-view Learning.

Min Namgung, Yijun Lin, Janghyeon Lee, Yao-Yi Chiang

CoRR, May, 2025

Capturing Shared and Unique Information in Multimodal Region Representations for Urban Mobility Prediction.

Min Namgung, JangHyeon Lee, Yijun Lin, Yao-Yi Chiang

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Urban Mobility Foundation Models, 2025

ICDAR 2025 Competition on Historical Map Text Detection, Recognition, and Linking.

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

Proceedings of the Document Analysis and Recognition - ICDAR 2025, 2025

LIGHT: Multi-modal Text Linking on Historical Maps.

Yijun Lin, Rhett M. Olson, Junhan Wu, Yao-Yi Chiang, Jerod J. Weinman

Proceedings of the Document Analysis and Recognition - ICDAR 2025, 2025

DIGMAPPER: A Modular System for Automated Geologic Map Digitization.

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

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

MoVER: Modeling User Heterogeneity with Enriched Trajectory Representations for Human Mobility Prediction.

Yijun Lin, Fandel Lin, Jina Kim, Yao-Yi Chiang

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning.

Yijun Lin, Theresa Chen, Colby Brungard, Sabine Grunwald, Sue Ives, Matt Macander, Timm Nawrocki, Yao-Yi Chiang, Nic Jelinski

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

2024

Hyper-Local Deformable Transformers for Text Spotting on Historical Maps.

Yijun Lin, Yao-Yi Chiang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

ICDAR 2024 Competition on Historical Map Text Detection, Recognition, and Linking.

Zekun Li, Yijun Lin, Yao-Yi Chiang, Jerod J. Weinman, Solenn Tual, Joseph Chazalon, Julien Perret, Bertrand Duménieu, Nathalie Abadie

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

2023

Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning.

Yijun Lin, Yao-Yi Chiang

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

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

Jina Kim, Zekun Li, Yijun Lin, Min Namgung, Leeje Jang, Yao-Yi Chiang

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022

A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data.

Yijun Lin, Yao-Yi Chiang

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.

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

ACM Trans. Interact. Intell. Syst., 2021

A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data.

Yijun Lin, Yao-Yi Chiang

CoRR, 2021

2020

Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction.

Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Building Explainable Predictive Analytics for Location-Dependent Time-Series Data.

Yao-Yi Chiang, Yijun Lin, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite, Wei-Shinn Ku

Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

2018

Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper).

Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning.

Yijun Lin, Nikhit Mago, Yu Gao, Yaguang Li, Yao-Yi Chiang, Cyrus Shahabi, José Luis Ambite

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017

Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution.

Yijun Lin, Yao-Yi Chiang, Fan Pan, Dimitrios Stripelis, José Luis Ambite, Sandrah P. Eckel, Rima Habre

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017