Waseem Abbas

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 110

Top Venues

CoRR

ACC

CDC

IEEE Trans. Netw. Sci. Eng.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
On Zero Forcing Sets and Network Controllability - Computation and Edge Augmentation. IEEE Trans. Control. Netw. Syst. 11 (1) (2024)
Waseem Abbas, Zuping Zhang, Muhammad Asim, Junhong Chen, Sadique Ahmad
AI-Driven Precision Clothing Classification: Revolutionizing Online Fashion Retailing with Hybrid Two-Objective Learning. Inf. 15 (4) (2024)
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory. CoRR (2024)
Obaid Ullah Ahmad, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
A Graph Machine Learning Framework to Compute Zero Forcing Sets in Graphs. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Fengshan Xiong, Waseem Abbas, Abrar Hussain, Kifayat Ullah, Shi Yin, Nan Zhang, M. I. Elashiry
Decision Algorithm With Interval-Valued Intuitionistic Fuzzy Hamy Mean Aggregation Operators for Assessment of Agricultural Education Practice. IEEE Access 12 (2024)
Christopher A. Lee, Waseem Abbas
A Geometric Approach to Resilient Distributed Consensus Accounting for State Imprecision and Adversarial Agents. CoRR (2024)
Priyanshkumar I. Patel, Johir Suresh, Waseem Abbas
Distributed Design of Strong Structurally Controllable and Maximally Robust Networks. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory. MED (2024)
Obaid Ullah Ahmad, Anwar Said, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Control-based Graph Embeddings with Data Augmentation for Contrastive Learning. CoRR (2024)
Anwar Said, Mudassir Shabbir, Tyler Derr, Waseem Abbas, Xenofon D. Koutsoukos
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation. ICMLA (2023)
Obaid Ullah Ahmad, Mudassir Shabbir, Waseem Abbas
Controllability Backbone in Networks. CDC (2023)
Anwar Said, Mudassir Shabbir, Tyler Derr, Waseem Abbas, Xenofon D. Koutsoukos
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation. CoRR (2023)
Zohair Raza Hassan, Sarwan Ali, Imdadullah Khan, Mudassir Shabbir, Waseem Abbas
Computing Graph Descriptors on Edge Streams. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Anwar Said, Mudassir Shabbir, Brian Broll, Waseem Abbas, Péter Völgyesi, Xenofon D. Koutsoukos
Circuit design completion using graph neural networks. Neural Comput. Appl. 35 (16) (2023)
Anwar Said, Tyler Derr, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
A Survey of Graph Unlearning. CoRR (2023)
Waseem Abbas
Resilient Strong Structural Controllability in Networks using Leaky Forcing in Graphs. CoRR (2023)
Mudassir Shabbir, Waseem Abbas, Ahmet Yasin Yazicioglu, Xenofon D. Koutsoukos
Computation of the Distance-Based Bound on Strong Structural Controllability in Networks. IEEE Trans. Autom. Control. 68 (3) (2023)
Jiani Li, Weihan Wang, Waseem Abbas, Xenofon D. Koutsoukos
Distributed Clustering for Cooperative Multi-Task Learning Networks. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Aqsa Shehzadi Akbar, Hassan Jaleel, Waseem Abbas, Jeff S. Shamma
Robustness of Learning in Games With Heterogeneous Players. IEEE Trans. Autom. Control. 68 (3) (2023)
Waseem Abbas
Resilient Strong Structural Controllability in Networks using Leaky Forcing in Graphs. ACC (2023)
Priyanshkumar I. Patel, Johir Suresh, Waseem Abbas
Distributed Design of Controllable and Robust Networks using Zero Forcing and Graph Grammars. ACC (2023)
Priyanshkumar I. Patel, Johir Suresh, Waseem Abbas
Distributed Design of Controllable and Robust Networks using Zero Forcing and Graph Grammars. CoRR (2023)
Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir
Controllability Backbone in Networks. CoRR (2023)
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
Resilient distributed vector consensus using centerpoint. Autom. 136 (2022)
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
Edge Augmentation With Controllability Constraints in Directed Laplacian Networks. IEEE Control. Syst. Lett. 6 (2022)
Waseem Abbas, Muhammad Usman, Usman Qamar
Churn Prediction of Customers in a Retail Business using Exploratory Data Analysis. FIT (2022)
Waseem Abbas, Munkyo Seo
A gain boosted single stage wideband InP HBT amplifier for terahertz applications. IMCOM (2022)
Fabiha Hashmat, Syed Ghazanfar Abbas, Sadaf Hina, Ghalib A. Shah, Taimur Bakhshi, Waseem Abbas
An automated context-aware IoT vulnerability assessment rule-set generator. Comput. Commun. 186 (2022)
Chandreyee Bhowmick, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Multi-agent Reinforcement Learning Using Medoid and Soft-medoid Based Aggregation. ICAA (2022)
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Strong structural controllability of networks: Comparison of bounds using distances and zero forcing. Autom. 146 (2022)
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Byzantine Resilient Distributed Learning in Multirobot Systems. IEEE Trans. Robotics 38 (6) (2022)
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
Leader Selection for Strong Structural Controllability in Networks using Zero Forcing Sets. ACC (2022)
Waseem Abbas, Munkyo Seo
A Gain Boosted Single-Ended 300 GHz InP HBT Oscillator for Terahertz Applications. ISOCC (2021)
Aritra Mitra, Faiq Ghawash, Shreyas Sundaram, Waseem Abbas
On the Impacts of Redundancy, Diversity, and Trust in Resilient Distributed State Estimation. IEEE Trans. Control. Netw. Syst. 8 (2) (2021)
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
Edge Augmentation with Controllability Constraints in Directed Laplacian Networks. CoRR (2021)
Zubair Mehmood, Waseem Abbas, Munkyo Seo
Design of 100 GHz OOK Transceiver in 28nm CMOS Process for High Speed Communication. ISOCC (2021)
Amir Altaf, Waseem Abbas, Munkyo Seo
Design of Miniaturized On-chip SIW Cavity Filter and Diplexer in 65nm CMOS Process. IMCOM (2021)
Zohair Raza Hassan, Imdadullah Khan, Mudassir Shabbir, Waseem Abbas
Computing Graph Descriptors on Edge Streams. CoRR (2021)
Anwar Said, Saeed-Ul Hassan, Waseem Abbas, Mudassir Shabbir
NetKI: A kirchhoff index based statistical graph embedding in nearly linear time. Neurocomputing 433 (2021)
Yasin Yazicioglu, Waseem Abbas, Mudassir Shabbir
Structural Robustness to Noise in Consensus Networks: Impact of Degrees and Distances, Fundamental Limits, and Extremal Graphs. IEEE Trans. Autom. Control. 66 (10) (2021)
Waseem Abbas, Muhammad Khan, Murtaza Taj, Arif Mahmood
Statistically correlated multi-task learning for autonomous driving. Neural Comput. Appl. 33 (19) (2021)
Waseem Abbas, Mudassir Shabbir, Hassan Jaleel, Xenofon D. Koutsoukos
Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability. CoRR (2020)
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Resilient Distributed Diffusion for Multi-Robot Systems Using Centerpoint. Robotics: Science and Systems (2020)
Zohair Raza Hassan, Mudassir Shabbir, Imdadullah Khan, Waseem Abbas
Estimating Descriptors for Large Graphs. PAKDD (1) (2020)
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing. CoRR (2020)
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks. CDC (2020)
Waseem Abbas, Mudassir Shabbir, Ahmet Yasin Yazicioglu, Aqsa Akber
Tradeoff Between Controllability and Robustness in Diffusively Coupled Networks. IEEE Trans. Control. Netw. Syst. 7 (4) (2020)
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing. CDC (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Distributed Diffusion in Networks with Adversaries. CoRR (2020)
Mudassir Shabbir, Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints. ACC (2020)
Sadaqat Ali Rammy, Waseem Abbas, Naqy-Ul Hassan, Asif Raza, Wu Zhang
CPGAN: Conditional patch-based generative adversarial network for retinal vessel segmentation. IET Image Process. 14 (6) (2020)
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks. CoRR (2020)
Waseem Abbas, Mudassir Shabbir, Hassan Jaleel, Xenofon D. Koutsoukos
Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability. ACC (2020)
Mudassir Shabbir, Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints. CoRR (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Byzantine Resilient Distributed Multi-Task Learning. CoRR (2020)
Waseem Abbas, Munkyo Seo
Fully Randomized 4-Channel 30 Gb/s Differential PRBS Generator with Single Clock Input and Different Channel Seed Settings: 4 x 30Gb/s Differential PRBSG with Different seed settings using single clock. ISOCC (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Distributed Diffusion in Networks With Adversaries. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Resilient multi-robot target pursuit. HotSoS (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Byzantine Resilient Distributed Multi-Task Learning. NeurIPS (2020)
Waseem Abbas, David Masip, Andrea Giovannucci
Limbs Detection and Tracking of Head-Fixed Mice for Behavioral Phenotyping Using Motion Tubes and Deep Learning. IEEE Access 8 (2020)
Waseem Abbas, Aron Laszka, Mudassir Shabbir, Xenofon D. Koutsoukos
Graph-Theoretic Approach for Increasing Participation in Networks With Assorted Resources. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Zohair Raza Hassan, Mudassir Shabbir, Imdadullah Khan, Waseem Abbas
Estimating Descriptors for Large Graphs. CoRR (2020)
Aritra Mitra, Faiq Ghawash, Shreyas Sundaram, Waseem Abbas
On the Impacts of Redundancy, Diversity, and Trust in Resilient Distributed State Estimation. CoRR (2020)
Zeeshan Muzammal, Muhammad Umar Janjua, Waseem Abbas, Falak Sher
Wealth Distribution and Link Predictability in Ethereum. WI (Companion) (2019)
Yasin Yazicioglu, Waseem Abbas, Mudassir Shabbir
Structural Robustness to Noise in Consensus Networks: Impact of Degrees and Distances, Fundamental Limits, and Extremal Graphs. CoRR (2019)
Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas
Soft Computing Techniques for Dependable Cyber-Physical Systems. IEEE Access 7 (2019)
Amin Ghafouri, Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
A game-theoretic approach for selecting optimal time-dependent thresholds for anomaly detection. Auton. Agents Multi Agent Syst. 33 (4) (2019)
Waseem Abbas, David Masip Rodo
Locomotion and gesture tracking in mice and small animals for neurosceince applications: A survey. CoRR (2019)
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Detection and mitigation of attacks on transportation networks as a multi-stage security game. Comput. Secur. 87 (2019)
Waseem Abbas, Mudassir Shabbir, Ahmet Yasin Yazicioglu, Aqsa Akber
On the Trade-off Between Controllability and Robustness in Networks of Diffusively Coupled Agents. ACC (2019)
Waseem Abbas, Mudassir Shabbir, Ahmet Yasin Yazicioglu, Aqsa Akber
On the Trade-off Between Controllability and Robustness in Networks of Diffusively Coupled Agents. CoRR (2019)
Waseem Abbas, Aron Laszka, Xenofon D. Koutsoukos
Diversity and Trust to Increase Structural Robustness in Networks. ACC (2019)
Mudassir Shabbir, Waseem Abbas, Yasin Yazicioglu
On the Computation of the Distance-based Lower Bound on Strong Structural Controllability in Networks. CDC (2019)
Hassan Jaleel, Waseem Abbas, Jeff S. Shamma
Robustness Of Stochastic Learning Dynamics To Player Heterogeneity In Games. CDC (2019)
Mudassir Shabbir, Waseem Abbas, Ahmet Yasin Yazicioglu
On Computation of the Distance-based Bound on Strong Structural Controllability in Networks. CoRR (2019)
Yasin Yazicioglu, Waseem Abbas, Mudassir Shabbir
Structural Robustness to Noise in Consensus Networks: Impact of Average Degrees and Average Distances. CDC (2019)
Waseem Abbas, Muhammad Haroon Shakeel, Numan Khurshid, Murtaza Taj
Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation. CoRR (2019)
Waseem Abbas, Murtaza Tap
Adaptively Weighted Multi-task Learning Using Inverse Validation Loss. ICASSP (2019)
Waseem Abbas, David Masip Rodo
Computer Methods for Automatic Locomotion and Gesture Tracking in Mice and Small Animals for Neuroscience Applications: A Survey. Sensors 19 (15) (2019)
Faiq Ghawash, Waseem Abbas
Leveraging Diversity for Achieving Resilient Consensus in Sparse Networks. CoRR (2019)
Waseem Abbas, Muhammad Haroon Shakeel, Numan Khurshid, Murtaza Taj
Patch-Based Generative Adversarial Network Towards Retinal Vessel Segmentation. ICONIP (4) (2019)
Irfan Latif Khan, Riaz Hussain, Adeel Iqbal, Atif Shakeel, Shakeel Alvi, Waseem Abbas, Qadeer Ul Hasan, Shahzad Ali Malik
Design and Evaluation of Self Organizing, Collision Free MAC Protocol for Distributed Cognitive Radio Networks. Wirel. Pers. Commun. 99 (2) (2018)
Hassan Jaleel, Waseem Abbas
A Connectivity Preserving Framework for Distributed Motion Coordination in Proximity Networks. ACC (2018)
Ghazanfar Latif, Nadeem Javaid, Arshad Sher, Muhammad Khan, Tayyab Hameed, Waseem Abbas
An Efficient Routing Algorithm for Void Hole Avoidance in Underwater Wireless Sensor Networks. AINA (2018)
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Synergistic Security for the Industrial Internet of Things: Integrating Redundancy, Diversity, and Hardening. CoRR (2018)
Waseem Abbas, Nadeem Ahmad Khan
A High Performance Approach for Classification of Motor Imagery EEG. BioCAS (2018)
Waseem Abbas, Nadeem Ahmad Khan
DeepMI: Deep Learning for Multiclass Motor Imagery Classification. EMBC (2018)
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Scheduling Resource-Bounded Monitoring Devices for Event Detection and Isolation in Networks. IEEE Trans. Netw. Sci. Eng. 5 (1) (2018)
Waseem Abbas, Aron Laszka, Xenofon D. Koutsoukos
Improving Network Connectivity and Robustness Using Trusted Nodes With Application to Resilient Consensus. IEEE Trans. Control. Netw. Syst. 5 (4) (2018)
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Detection and Mitigation of Attacks on Transportation Networks as a Multi-Stage Security Game. CoRR (2018)
Waseem Abbas, Nadeem Ahmad Khan
FBCSP-based Multi-class Motor Imagery Classification using BP and TDP features. EMBC (2018)
Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas
Soft Computing Techniques for Dependable Cyber-Physical Systems. CoRR (2018)
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Synergistic Security for the Industrial Internet of Things: Integrating Redundancy, Diversity, and Hardening. ICII (2018)
Aritra Mitra, Waseem Abbas, Shreyas Sundaram
On the Impact of Trusted Nodes in Resilient Distributed State Estimation of LTI Systems. CDC (2018)
Waseem Abbas, Lina Sela Perelman, Saurabh Amin, Xenofon D. Koutsoukos
Resilient sensor placement for fault localization in water distribution networks. ICCPS (2017)
Waseem Abbas, Aron Laszka, Xenofon D. Koutsoukos
Graph-Theoretic Approach for Increasing Participation in Social Sensing. SocialSens@CPSWeek (2017)
Aron Laszka, Waseem Abbas, Xenofon D. Koutsoukos
Scheduling Battery-Powered Sensor Networks for Minimizing Detection Delays. IEEE Commun. Lett. 21 (4) (2017)
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Improving network connectivity using trusted nodes and edges. ACC (2017)
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Synergic security for smart water networks: redundancy, diversity, and hardening. CySWATER@CPSWeek (2017)
Musad Haque, Waseem Abbas, Abigail Rafter, Julie A. Adams
Efficient topological distances and comparable metric ranges. IROS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Waseem Abbas