Scholar
Ibne Farabi Shihab
Google Scholar ID: L0ErrZYAAAAJ
Iowa State University
Deep Learning
robotics
Large Language Model
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Citations & Impact
All-time
Citations
60
H-index
4
i10-index
1
Publications
20
Co-authors
10
list available
Contact
Email
ibnfarabishihab@gmail.com
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Publications
30 items
Beyond Accuracy: A Unified Random Matrix Theory Diagnostic Framework for Crash Classification Models
2026
Cited
0
Calibrated Adaptation: Bayesian Stiefel Manifold Priors for Reliable Parameter-Efficient Fine-Tuning
2026
Cited
0
Grassmannian Mixture-of-Experts: Concentration-Controlled Routing on Subspace Manifolds
2026
Cited
0
On the Sparsifiability of Correlation Clustering: Approximation Guarantees under Edge Sampling
2026
Cited
0
Learning to Forget Attention: Memory Consolidation for Adaptive Compute Reduction
2026
Cited
0
Certificate-Guided Pruning for Stochastic Lipschitz Optimization
2026
Cited
0
Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics
arXiv.org · 2026
Cited
1
CalPro: Prior-Aware Evidential-Conformal Prediction with Structure-Aware Guarantees for Protein Structures
arXiv.org · 2026
Cited
0
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Resume (English only)
Academic Achievements
- Specific achievements not detailed, but an academic resume is available for download
Research Experience
- Member of the Real-Time Analytics of Transportation Data Lab at Iowa State University
- Lecturer at Dallas College, TX
Education
- Ph.D., Computer Science, Iowa State University (Advisor information not provided), expected to graduate in October 2025
Background
- Machine learning enthusiast
- Holds a Ph.D. in Computer Science
- Conducts AI research in transportation, agriculture, and quantum computing
- Aims to bridge cutting-edge AI research with real-world impact
Miscellany
- Personal interests and hobbies not mentioned
Co-authors
10 total
Anuj Sharma
Iowa State University
Sanjeda Akter
Iowa State University
Sudesh Ramesh Bhagat
Graduate Student - PhD
Co-author 4
Co-author 5
Co-author 6
Samiul Islam
PhD Student, Computational Sciences and Informatics, George Mason University
Co-author 8
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