Alexandra Carlson

Computer Science · University of Michigan

Early career · publishing since 2018

Advanced Neural Network Applications Advanced Vision and Imaging Image Enhancement Techniques Architecture and Computational Design Computer Graphics and Visualization Techniques

Publications

Citations

118

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2018

In context

Among 318 early career Computer Science PIs within our index

Citations: 118cohort median 121

Publications / year (recent): 1.2cohort median 2.8

Typically publishes in teams of ~3 · 80% small-team papers (≤3 authors) · across 5 venues

Publication cadence

Publications per year over the last 10 years — averaging 1.2/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Proceedings of the Workshop on 3D Geometry Generation for Scientific Computing
2024
LANe: Lighting-Aware Neural Fields for Compositional Scene Synthesis
arXiv (Cornell University) · 2023
Urban Fictions
2022
Intelligent Deep Data Generation in 2D and 3D
Deep Blue (University of Michigan) · 2022
Towards Hallucinating Machines - Designing with Computational Vision
International Journal of Architectural Computing · 2020
A Question of Style
Architectural Intelligence · 2020
3D Graph Convolutional Neural Networks in Architecture Design
ACADIA quarterly · 2020
How Machines Learn to Plan
ACADIA quarterly · 2020
Shadow Transfer: Single Image Relighting For Urban Road Scenes
arXiv (Cornell University) · 2019
Imaginary Plans
ACADIA quarterly · 2019

Publishes in

arXiv (Cornell University)×6
ACADIA quarterly×3
IEEE Robotics and Automation Letters×2
International Journal of Architectural Computing×1
Architectural Intelligence×1

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Feng Xue
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Hongyang Li
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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