Ali Shokoufandeh

Drexel University — United States

Computer Science · Physical Sciences

28h-index3.6kcitations157works1.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(46), Graph Theory and Algorithms(29), Image Retrieval and Classification Techniques(23), 3D Shape Modeling and Analysis(18), Data Management and Algorithms(17)

Publications157 total

Enhanced iCVD reactor optimization through convexified attention networks: improving liquid repellency in fluoropolymers
Machine Learning Engineering·2025Open Access
Minimalist Neural Networks for Gesture Recognition on Wearable Capacitive Touch Textiles With Comparative User Study
2025· 1 citedOpen Access
A Minimal Neural Network for Reproducible Gesture Recognition on Knitted Capacitive Touch Sensors
Lecture notes in computer science·2025
Modular, focused data science education improves biomedical learners’ abilities: A study of the Data and Analytics for Research Training (DART) program
PLoS Computational Biology·2025· 1 citedOpen Access
Efficient Combinatorial Alignment for Improved Graph Generation Using GraphVAEs
Lecture notes in computer science·2025
Scalable and Interpretable Deep Learning via Convex Architectures and Bio-Inspired Strategies
2024Open Access
Machine learning methods
Elsevier eBooks·2024· 9 cited
Contributors
Elsevier eBooks·2024
Artificial intelligence for paints/coatings manufacturing
Elsevier eBooks·2024
Advanced manufacturing of touch-sensitive textiles
Elsevier eBooks·2024
Contributors
Elsevier eBooks·2024
Subnet Communicability: Diffusive Communication Across the Brain Through a Backbone Subnetwork
2023Open Access
Recognizing Complex Gestures on Minimalistic Knitted Sensors: Toward Real-World Interactive Systems
arXiv (Cornell University)·2023Open Access
Data‐driven prediction and optimization of liquid wettability of an initiated chemical vapor deposition‐produced fluoropolymer
AIChE Journal·2022· 8 cited
Exploiting Graphical Structures of Data and Neural Network Architectures
2022Open Access
Sparse Super-Regular Networks
arXiv (Cornell University)·2022Open Access
HyNet: 3D Segmentation Using Hybrid Graph Networks
2021 International Conference on 3D Vision (3DV)·2021· 1 cited
Shock Graph
2021
Many-to-Many Graph Matching
2021· 1 cited
Knitted Sensors
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies·2020· 28 cited
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Frequent Co-authors

Sven Dickinson(23), M. Fatih Demirci(10), William C. Regli(8), Kaleem Siddiqi(7), Diego Macrini(6), Dmitriy Bespalov(6), Steven W. Zucker(5), Yakov Keselman(5), Lars Bretzner(5), Kamelia Aryafar(3), Trip Denton(3), Scott Haag(3), Bing Bai(2), Yanjun Qi(2), Wei Sun(2), Pablo Sala(2), Robert B. Sim(2), David McWherter(2), Mitchell Peabody(2), Clas Jönsson(2)