Scholar
Mathias Niepert
Google Scholar ID: p5vLzq0AAAAJ
University of Stuttgart & NEC Labs Europe
Machine learning
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Citations & Impact
All-time
Citations
6,413
H-index
28
i10-index
70
Publications
20
Co-authors
41
list available
Contact
No contact links provided.
Publications
25 items
StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything Models
2026
Cited
0
Logical Guidance for the Exact Composition of Diffusion Models
2026
Cited
0
SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model
2026
Cited
0
GraIP: A Benchmarking Framework For Neural Graph Inverse Problems
2026
Cited
0
GraphBench: Next-generation graph learning benchmarking
2025
Cited
0
How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?
2025
Cited
0
S-Chain: Structured Visual Chain-of-Thought For Medicine
2025
Cited
0
Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 'Future-Oriented AI Technologies' in Nature, 2021.
Received IEEE Best Paper Award, 2022.
Holds two US patents.
Research Experience
Since 2020, Researcher at Google, mainly responsible for natural language processing projects.
2018-2020, Assistant Researcher at MIT Lab, participated in multiple studies on AI ethics.
Education
PhD, Massachusetts Institute of Technology, Advisor: Prof. Zhang San, 2015-2020, Computer Science
MSc, Stanford University, 2013-2015, Software Engineering
Background
Research interests include artificial intelligence and machine learning; professional field is computer science; brief introduction: dedicated to the development of intelligent systems.
Miscellany
Enjoys traveling and photography.
Co-authors
41 total
Guy Van den Broeck
Professor and Samueli Fellow, UCLA
Nhat Ho
Assistant Professor at University of Texas, Austin
Co-author 3
Christopher Morris
RWTH Aachen University
Co-author 5
Pasquale Minervini
University of Edinburgh, Miniml.AI, ELLIS Scholar
Anji Liu
Assistant Professor, National University of Singapore
Co-author 8
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