Waseem Abbas

CoRR, August, 2025

Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning.

[BibT_eX]

[DOI]

CoRR, July, 2025

Leaky Forcing in Graphs for Resilient Controllability in Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., March, 2025

Learning Backbones: Sparsifying Graphs through Zero Forcing for Effective Graph-Based Learning.

[BibT_eX]

[DOI]

Obaid Ullah Ahmad

CoRR, February, 2025

Geometric Methods for Resilient Aggregation and Safe Point Computation in Adversarial Multiagent Networks With Imprecise Data.

[BibT_eX]

[DOI]

Christopher A. Lee

IEEE Trans. Signal Inf. Process. over Networks, 2025

Robust Anomaly Detection with Graph Neural Networks Using Controllability.

[BibT_eX]

[DOI]

Yifan Wei

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

PropEnc: A Property Encoder for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2025

2024

On Zero Forcing Sets and Network Controllability - Computation and Edge Augmentation.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., March, 2024

Distributed Design of Strong Structurally Controllable and Maximally Robust Networks.

[BibT_eX]

[DOI]

Priyanshkumar I. Patel

Johir Suresh

IEEE Trans. Netw. Sci. Eng., 2024

A Graph Machine Learning Framework to Compute Zero Forcing Sets in Graphs.

[BibT_eX]

[DOI]

Obaid Ullah Ahmad

IEEE Trans. Netw. Sci. Eng., 2024

Network Controllability Perspectives on Graph Representation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2024

On the non-resiliency of subsequence reduced resilient consensus in multiagent networks.

[BibT_eX]

[DOI]

Leon Khalyavin

Eur. J. Control, 2024

Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory.

[BibT_eX]

[DOI]

Proceedings of the 32nd Mediterranean Conference on Control and Automation, 2024

Control-Based Graph Embeddings with Data Augmentation for Contrastive Learning.

[BibT_eX]

[DOI]

Obaid Ullah Ahmad

Proceedings of the American Control Conference, 2024

2023

Circuit design completion using graph neural networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., June, 2023

Computation of the Distance-Based Bound on Strong Structural Controllability in Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., March, 2023

Robustness of Learning in Games With Heterogeneous Players.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., March, 2023

Distributed Clustering for Cooperative Multi-Task Learning Networks.

[BibT_eX]

[DOI]

Weihan Wang

IEEE Trans. Netw. Sci. Eng., 2023

Computing Graph Descriptors on Edge Streams.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

A Survey of Graph Unlearning.

[BibT_eX]

[DOI]

CoRR, 2023

Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Byzantine Resilient Distributed Learning in Multirobot Systems.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2022

Edge Augmentation With Controllability Constraints in Directed Laplacian Networks.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Strong structural controllability of networks: Comparison of bounds using distances and zero forcing.

[BibT_eX]

[DOI]

Autom., 2022

Resilient distributed vector consensus using centerpoint.

[BibT_eX]

[DOI]

Autom., 2022

Resilient Multi-agent Reinforcement Learning Using Medoid and Soft-medoid Based Aggregation.

[BibT_eX]

[DOI]

Chandreyee Bhowmick

Proceedings of the IEEE International Conference on Assured Autonomy, 2022

Leader Selection for Strong Structural Controllability in Networks using Zero Forcing Sets.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

On the Impacts of Redundancy, Diversity, and Trust in Resilient Distributed State Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Structural Robustness to Noise in Consensus Networks: Impact of Degrees and Distances, Fundamental Limits, and Extremal Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

NetKI: A kirchhoff index based statistical graph embedding in nearly linear time.

[BibT_eX]

[DOI]

Neurocomputing, 2021

2020

Resilient Distributed Diffusion in Networks With Adversaries.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

Graph-Theoretic Approach for Increasing Participation in Networks With Assorted Resources.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2020

Tradeoff Between Controllability and Robustness in Diffusively Coupled Networks.

[BibT_eX]

[DOI]

Aqsa Akber

IEEE Trans. Control. Netw. Syst., 2020

Resilient Distributed Diffusion for Multi-Robot Systems Using Centerpoint.

[BibT_eX]

[DOI]

Proceedings of the Robotics: Science and Systems XVI, 2020

Byzantine Resilient Distributed Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Resilient multi-robot target pursuit.

[BibT_eX]

[DOI]

Proceedings of the 7th Annual Symposium on Hot Topics in the Science of Security, 2020

Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability.

[BibT_eX]

[DOI]

Hassan Jaleel

Proceedings of the 2020 American Control Conference, 2020

2019

On Computation of the Distance-based Bound on Strong Structural Controllability in Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Detection and mitigation of attacks on transportation networks as a multi-stage security game.

[BibT_eX]

[DOI]

Comput. Secur., 2019

A game-theoretic approach for selecting optimal time-dependent thresholds for anomaly detection.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2019

Structural Robustness to Noise in Consensus Networks: Impact of Average Degrees and Average Distances.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

On the Computation of the Distance-based Lower Bound on Strong Structural Controllability in Networks.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Robustness Of Stochastic Learning Dynamics To Player Heterogeneity In Games.

[BibT_eX]

[DOI]

Hassan Jaleel

Jeff S. Shamma

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

On the Trade-off Between Controllability and Robustness in Networks of Diffusively Coupled Agents.

[BibT_eX]

[DOI]

Aqsa Akber

Proceedings of the 2019 American Control Conference, 2019

Diversity and Trust to Increase Structural Robustness in Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Scheduling Resource-Bounded Monitoring Devices for Event Detection and Isolation in Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2018

Improving Network Connectivity and Robustness Using Trusted Nodes With Application to Resilient Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Synergistic Security for the Industrial Internet of Things: Integrating Redundancy, Diversity, and Hardening.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Internet, 2018

2017

Scheduling Battery-Powered Sensor Networks for Minimizing Detection Delays.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2017

Resilient sensor placement for fault localization in water distribution networks.

[BibT_eX]

[DOI]

Lina Sela Perelman

Saurabh Amin

Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

Synergic security for smart water networks: redundancy, diversity, and hardening.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, 2017

Graph-Theoretic Approach for Increasing Participation in Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Social Sensing, 2017

Improving network connectivity using trusted nodes and edges.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Graph Distances and Controllability of Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Deploying Robots With Two Sensors in <i>K</i><sub>1, 6</sub>-Free Graphs.

[BibT_eX]

[DOI]

J. Graph Theory, 2016

Vulnerability of Fixed-Time Control of Signalized Intersections to Cyber-Tampering.

[BibT_eX]

[DOI]

Amin Ghafouri

CoRR, 2016

Sensor placement for fault location identification in water networks: A minimum test cover approach.

[BibT_eX]

[DOI]

Lina Sela Perelman

Saurabh Amin

Autom., 2016

Optimal thresholds for intrusion detection systems.

[BibT_eX]

[DOI]

Proceedings of the Symposium and Bootcamp on the Science of Security, 2016

Optimal Thresholds for Anomaly-Based Intrusion Detection in Dynamical Environments.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 7th International Conference, 2016

2015

Efficient Complete Coverage Through Heterogeneous Sensing Nodes.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2015

An Efficient Approach to Fault Identification in Urban Water Networks Using Multi-Level Sensing.

[BibT_eX]

[DOI]

Lina Sela Perelman

Saurabh Amin

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Scheduling Intrusion Detection Systems in Resource-Bounded Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the First ACM Workshop on Cyber-Physical Systems-Security and/or PrivaCy, 2015

Guarding networks through heterogeneous mobile guards.

[BibT_eX]

[DOI]

Sajal Bhatia

Proceedings of the American Control Conference, 2015

2014

Characterizing heterogeneity in cooperative networks from a resource distribution view-point.

[BibT_eX]

[DOI]

Commun. Inf. Syst., 2014

Immunization against Infection Propagation in Heterogeneous Networks.

[BibT_eX]

[DOI]

Sajal Bhatia

Proceedings of the 2014 IEEE 13th International Symposium on Network Computing and Applications, 2014

2013

Energy-efficient data collection in heterogeneous wireless sensor and actor networks.

[BibT_eX]

[DOI]

Hassan Jaleel

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

A tight lower bound on the controllability of networks with multiple leaders.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distribution of agents with multiple capabilities in heterogeneous multiagent networks - A graph theoretic view.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Securing multiagent systems against a sequence of intruder attacks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

Distribution of agents in heterogeneous multiagent systems.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Hierarchical assembly of leader-asymmetric, single-leader networks.

[BibT_eX]

[DOI]