Scholar
Amirali Aghazadeh
Google Scholar ID: 87wBxzUAAAAJ
ECE, Georgia Tech
AI
Machine Learning
Signal Processing
Computational Biology
Molecular Design
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
924
H-index
10
i10-index
10
Publications
20
Co-authors
15
list available
Contact
Email
amiralia@gatech.edu
Twitter
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GitHub
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LinkedIn
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Publications
6 items
Protein Circuit Tracing via Cross-layer Transcoders
2026
Cited
0
SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding
2025
Cited
0
Sparse Autoencoders for Low-$N$ Protein Function Prediction and Design
2025
Cited
0
AstroAgents: A Multi-Agent AI for Hypothesis Generation from Mass Spectrometry Data
2025
Cited
0
Efficient Algorithm for Sparse Fourier Transform of Generalized q-ary Functions
2025
Cited
0
SHAP zero Explains Genomic Models with Near-zero Marginal Cost for Future Queried Sequences
2024
Cited
0
Resume (English only)
Academic Achievements
SpecMER paper accepted as NeurIPS 2025 Spotlight (top 3% of submissions)
SHAP zero paper accepted to NeurIPS 2025
AstroAgents paper presented at ICLR 2025 Agentic AI Workshop
LifeTracer collaboration with NASA accepted to PNAS Nexus
Won IDEaS GenAI for Science competition with Microsoft Azure support
Work on AI Scientists for Origins of Life hypothesis generation featured in Nature
Background
Assistant Professor in the School of Electrical and Computer Engineering at Georgia Institute of Technology
Program faculty for Machine Learning, Bioinformatics, and Bioengineering Ph.D. programs
Affiliated with the Institute for Data Engineering and Science (IDEaS) and the Parker H. Petit Institute for Bioengineering and Bioscience
Research at the intersection of machine learning/AI, information and signal processing, and biological design/engineering
Develops tools and algorithms that enable machines to learn, predict, scale, adapt, and be explainable for solving challenging biological problems
Research group balances theory, algorithms, and real-world applications
Co-authors
15 total
Richard Baraniuk
C. Sidney Burrus Professor, Electrical & Computer Engineering, Rice University
Kannan Ramchandran
Professor of Electrical Engineering and Computer Science, UC Berkeley
Co-author 3
James Zou
Stanford University
Jennifer Listgarten
Professor, UC Berkeley EECS and Center for Computational Biology
Co-author 6
Co-author 7
Co-author 8
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