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README.md

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-title: Knowledge Computing Lab
+title: Welcome to Knowledge Computing Lab
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+<!-- Last updated: 2026.1.15 -->
 
-Welcome to our research lab at the Computer Science & Engineering Department, University of Minnesota, Twin Cities. Our research focuses on applied machine learning and data science, thriving at the intersection of computer science and spatial sciences. 
+<div align="center">
+<h1>Knowledge Computing Lab</h1>
+</div>
+
+Welcome to our research lab at the Computer Science & Engineering Department, University of Minnesota, Twin Cities. Our research focuses on applied machine learning and data science, thriving at the intersection of computer science and spatial sciences.
+
+We build machine learning algorithms and intelligent systems that work with multimodal data across diverse spatial and temporal scales (e.g., scanned maps & documents, street-view imagery, satellite imagery, sensors, trajectories, graphs, and text).
+
+**Links**
+- Lab website: https://knowledge-computing.github.io/
+- GitHub org: https://github.com/knowledge-computing
+
+<!-- 
+Note: Will be filled once the organization repo is populated
+
+---
+## Models / Systems
+
+
+---
+
+## Datasets
+
+---
+
+## Benchmarks / Evaluations
+ -->