Muhammad Aamir Cheema
6 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Computer Science
(4)
Foundations
(4)
Artificial Intelligence
(2)
Core AI
(2)
Data Science & Analytics
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Optimization
(1)
Systems
(1)
Keywords
data structure
(2)
hub labeling
(2)
foundation model
(1)
memory optimization
(1)
shortest path problem
(1)
road network
(1)
anytime search
(1)
multiple-choice question
(1)
spatial relationship
(1)
keyword search
(1)
spatial query
(1)
k-nearest neighbor search
(1)
geospatial reasoning
(1)
query processing
(1)
spatial indexing
(1)
polygonal obstacle
(1)
euclidean pathfinding
(1)
compressed path database
(1)
graph indexing
(1)
aggregate k nearest neighbor
(1)
Papers
EHL*: Memory-Budgeted Indexing for Ultrafast Optimal Euclidean Pathfinding
AAAI 2026
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
ICML 2025
Efficient Object Search in Game Maps
IJCAI 2023
Ultrafast Euclidean Shortest Path Computation Using Hub Labeling
AAAI 2023
Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract)
IJCAI 2021
Euclidean Pathfinding with Compressed Path Databases
IJCAI 2020