Scholar
Radu Marculescu
Google Scholar ID: ZCmYP5cAAAAJ
The University of Texas at Austin
machine learning
edgeAI
embedded systems
cyber-physical systems
social networks
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Citations & Impact
All-time
Citations
4,393
H-index
36
i10-index
98
Publications
20
Co-authors
66
list available
Contact
Email
radum@utexas.edu
Twitter
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Publications
11 items
Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models
2026
Cited
0
Training-free Latent Inter-Frame Pruning with Attention Recovery
2026
Cited
0
ObjectAlign: Neuro-Symbolic Object Consistency Verification and Correction
2025
Cited
0
LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation
2025
Cited
0
AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs
2025
Cited
0
MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation
2025
Cited
0
NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning
2025
Cited
0
VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation
2025
Cited
0
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Resume (English only)
Academic Achievements
Recipient of the IEEE Computer Society 2019 Edward J. McCluskey Technical Achievement Award
Published in top-tier venues such as IEEE T-PAMI
Research featured in UT News and Politico newsletters
Collaborative bio-imaging research with Dell Medical School
Has graduated PhD students at UT Austin
Background
Professor in the Department of Electrical and Computer Engineering at The University of Texas at Austin
Laura Jennings Turner Chair in Engineering
Research integrates machine learning, network science, and systems design
Current research includes ML/optimization for edge computing, software-reconfigurable heterogeneous SoCs, social sensing, and epidemic modeling
Was Professor at Carnegie Mellon University (2000–2019)
Co-authors
66 total
Diana Marculescu
The University of Texas at Austin
Umit Yusuf Ogras
Gene Amdahl Professor, University of Wisconsin-Madison
Paul Bogdan
Associate Professor, University of Southern California
Massoud Pedram
Charles Lee Powell Professor of Electrical Engineering & Computer Science, Univ of Southern
Co-author 5
Kartikeya Bhardwaj
Electrical and Computer Engineering, Carnegie Mellon University
Partha Pande
Washington State University
Co-author 8
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