Yijun Lin

PhD student, University of Minnesota - Twin Cities

Joined

May 2022

Names

Yijun Lin (Preferred)

Emails

****@umn.edu (Confirmed)

****@usc.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Minnesota - Twin Cities (umn.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Yao-Yi Chiang

Present

Expertise

Spatiotemporal Prediction and Forecasting

2020 – 2025

Publications

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
- ICLR 2026 Poster
- Readers: Everyone
Hyper-Local Deformable Transformers for Text Spotting on Historical Maps
Yijun Lin, Yao-Yi Chiang
- KDD 2024
- Readers: Everyone
ICDAR 2024 Competition on Historical Map Text Detection, Recognition, and Linking
Zekun Li, Yijun Lin, Yao-Yi Chiang, Jerod Weinman, Solenn Tual, Joseph Chazalon, Julien Perret, Bertrand Duménieu, Nathalie Abadie
- ICDAR (6) 2024
- Readers: Everyone
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
- SIGSPATIAL/GIS 2023
- Readers: Everyone
Modeling Spatially Varying Physical Dynamics for Spatiotemporal Predictive Learning
Yijun Lin, Yao-Yi Chiang
- SIGSPATIAL/GIS 2023
- Readers: Everyone
A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series Data
Yijun Lin, Yao-Yi Chiang
- IEEE Big Data 2022
- Readers: Everyone
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
- ICDM 2020
- Readers: Everyone
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
- Published: 01 Jan 2019, Last Modified: 11 Nov 2023
- CogMI 2019
- Readers: Everyone
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
- SIGSPATIAL/GIS 2018
- Readers: Everyone
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
- SIGSPATIAL/GIS 2018
- Readers: Everyone

View all 11 publications

Co-Authors

View all 34 co-authors