Mudassir Shabbir

Computer Science · Physical Sciences

13h-index462citations84works1.12yr avg
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Research Topics

Advanced Graph Neural Networks(21), Complex Network Analysis Techniques(20), Distributed Control Multi-Agent Systems(18), Gene Regulatory Network Analysis(14), Neural Networks Stability and Synchronization(10)

Publications84 total

On the number of generalized cospectral mates of graphs
arXiv (Cornell University)·2026Open Access
On the number of generalized cospectral mates of graphs
arXiv (Cornell University)·2026Open Access
Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
arXiv (Cornell University)·2025Open Access
Walk Matrix-Based Upper Bounds on Generalized Cospectral Mates
arXiv (Cornell University)·2025Open Access
Resilient Distributed Learning in Multi-UAV Systems
2025
An Upper Bound on Generalized Cospectral Mates of Oriented Graphs Using Skew-Walk Matrices
arXiv (Cornell University)·2025Open Access
Learning Backbones: Sparsifying Graphs through Zero Forcing for Effective Graph-Based Learning
arXiv (Cornell University)·2025Open Access
Learning Backbones: Sparsifying Graphs Through Zero Forcing for Effective Graph-Based Learning
Studies in computational intelligence·2025
Control-based Conditions for Graph Distinguishability
Society for Industrial and Applied Mathematics eBooks·2025
Conversations in the wild: Data collection, automatic generation and evaluation
Computer Speech & Language·2024· 2 cited
Control-Based Graph Embeddings with Data Augmentation for Contrastive Learning
2024· 3 cited
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory
2024· 5 cited
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory
arXiv (Cornell University)·2024Open Access
Control-based Graph Embeddings with Data Augmentation for Contrastive Learning
arXiv (Cornell University)·2024Open Access
On Zero Forcing Sets and Network Controllability—Computation and Edge Augmentation
IEEE Transactions on Control of Network Systems·2024· 6 cited
MSDGSD: A Scalable Graph Descriptor for Processing Large Graphs
IEEE Transactions on Computational Social Systems·2024· 2 cited
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation
2023· 2 cited
Controllability Backbone in Networks
2023· 4 cited
A Graph Machine Learning Framework to Compute Zero Forcing Sets in Graphs
IEEE Transactions on Network Science and Engineering·2023· 4 cited
Network Controllability Perspectives on Graph Representation
IEEE Transactions on Knowledge and Data Engineering·2023· 7 cited
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Frequent Co-authors

Waseem Abbas(27), Xenofon Koutsoukos(17), Anwar Said(11), Saeed‐Ul Hassan(10), Obaid Ullah Ahmad(7), Yasin Yazıcıoğlu(7), Zohair Raza Hassan(6), Jiani Li(5), Imdadullah Khan(5), Nimra Zaheer(4), Juvaria Tariq(3), Naif Radi Aljohani(3), Xenofon Koutsoukos(3), Agha Ali Raza(3), A. A. Ahmed(3), Tyler Derr(3), Sehrish Iqbal(2), Faisal Kamiran(2), Raheel Nawaz(2), Muhammad Farhan(2)