Xenofon Koutsoukos

Vanderbilt University — United States

Engineering · Physical Sciences

46h-index8.9kcitations428works0.92yr avg
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Research Topics

Fault Detection and Control Systems(57), Smart Grid Security and Resilience(55), Real-Time Systems Scheduling(49), Petri Nets in System Modeling(40), Distributed Control Multi-Agent Systems(33)

Publications428 total

Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
arXiv (Cornell University)·2025Open Access
Quantifying the Generalization Gap: A New Benchmark for Out-of-Distribution Graph-Based Android Malware Classification
ArXiv.org·2025Open Access
Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
arXiv (Cornell University)·2025Open Access
Robust Anomaly Detection with Graph Neural Networks using Controllability
arXiv (Cornell University)·2025Open Access
Decentralized Learning using Hashgraph Consensus
2025· 1 cited
Resilient Distributed Learning in Multi-UAV Systems
2025
Robust Anomaly Detection with Graph Neural Networks Using Controllability
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
Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agents
2025· 1 cited
Resilient Peer-to-peer Learning based on Adaptive Aggregation
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
Resilient Peer-to-Peer Learning Based on Adaptive Aggregation
Lecture notes in networks and systems·2025
Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agents
arXiv (Cornell University)·2024Open Access
Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue
arXiv (Cornell University)·2024Open Access
Resilient Federated Learning Using Trimmed-Clipping Aggregation
2024· 1 cited
Designing Robust Cyber-Defense Agents with Evolving Behavior Trees
arXiv (Cornell University)·2024Open Access
Designing Robust Cyber-Defense Agents with Evolving Behavior Trees
2024· 1 cited
Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue
2024· 1 cited
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Frequent Co-authors

János Sztipanovits(7), Chenyang Lu(6), Gautam Biswas(6), Heath J. LeBlanc(5), Panos J. Antsaklis(5), Gábor Karsai(4), Isaac Amundson(4), Matthew Daigle(4), Yuan Xue(4), Indranil Roychoudhury(4), Nicholas Kottenstette(3), Ákos Lédeczi(3), Mark Yampolskiy(3), Péter Horváth(3), Áron Lászka(3), Bradley Potteiger(3), James Kurien(3), Haotian Zhang(2), Shreyas Sundaram(2), Constantin Aliferis(2)