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Muhammad Usman

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

113

Venues

63

Active years

2007–2026

Best venue rank

A*

Where they publish

Papers

113 indexed papers, newest first.

YearVenueTitleAuthors
2026ICINACOF: An Adaptive Container Orchestration Framework for Cloud-Native Systems.Muhammad Usman, Bilal Maqbool, Muhammad Shahid Iqbal
2026ITiCSETowards a Scoping Review of Interpretivism in Computer Science Education.Julia Crossley, Abigail Evans, Shira Abramovich, Maja Dornbusch, Gregor Groe-Blting, Audrey Le Meur, Jeremy A. Magruder Waisome, Michael T. Rcker, Muhammad Usman
2026ITiCSECollaborative Peer-Review Workshops with Paired Student Teams in Software Metrics Education.Nayla Nasir, Muhammad Usman, Umar Iftikhar
2026WACVSSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images.Muhammad Umar Farooq, Abd Ur Rehman, Azka Rehman, Muhammad Usman, Dong-Kyu Chae
2025APSECA Catalog of Participatory Reuse Challenges, Solutions, and Lessons Learned.Xingru Chen, Muhammad Usman, Deepika Badampudi
2025DASFAAAnticipating Retractions in Scientific Databases Using LLM-Based Citation Analysis.Muhammad Usman, Mayukh Das, Wolf-Tilo Balke
2025EASEAssessing your team's readiness for external contributions: A Guide for InnerSource Teams.Deepika Badampudi, Shanmugapriya Manoharan, Muhammad Usman, Supriya Chitale
2025EMNLPCardiverse: Harnessing LLMs for Novel Card Game Prototyping.Danrui Li, Sen Zhang, Samuel S. Sohn, Kaidong Hu, Muhammad Usman, Mubbasir Kapadia
2025ICINEffortless Lifecycle Management for Experimental IIoT Workloads in Containerized Environments.Muhammad Usman
2025IJCNNA Resource-aware Aadaptation Approach for Heterogeneous Federated Learning.Mario Luca Bernardi, Marta Cimitile, Muhammad Usman, Anna Vacca
2025IJCNNTransformer-based Poisoning Detection using Concept Drift Analysis.Mario Luca Bernardi, Marta Cimitile, Muhammad Usman, Anna Vacca
2025ITiCSEGenAI Integration in Upper-Level Computing Courses.Dennis J. Bouvier, Bruno Pereira Cipriano, Richard Glassey, Raymond Pettit, Emma Anderson, Anastasiia Birillo, Ryan E. Dougherty, Orit Hazzan, Olga Petrovska, Nuno Pombo, Ebrahim Rahimi, Charanya Ramakrishnan, Alexander Steinmaurer, Shubbhi Taneja, Muhammad Usman, Annapurna Vadaparty, Govindha Ramaiah Yeluripati
2025ITiCSEThe Rest of the Robots: Generative AI in Post-introductory Computing Education.Dennis J. Bouvier, Bruno Pereira Cipriano, Richard Glassey, Olga Petrovska, Emma Anderson, Anastasiia Birillo, Ryan E. Dougherty, Raymond Pettit, Nuno Pombo, Ebrahim Rahimi, Charanya Ramakrishnan, Alexander Steinmaurer, Shubbhi Taneja, Muhammad Usman, Annapurna Vadaparty
2025QCEPreparing High-Fidelity Magic States on IBM Quantum Processors.Younghun Kim, Martin Sevior, Muhammad Usman
2025SCODOS-MPI: HPC-Friendly SmartNIC Offloading of Computation/Communication Kernels.Muhammad Usman, Mariano Benito, Sergio Iserte, Antonio J. Pea
2024CVPRSelective Multi-View Deep Model for 3D Object Classification.Mona Saleh Alzahrani, Muhammad Usman, Saeed Anwar, Tarek Ahmed Helmy
2024DICTA3D Object Classification with Selective Multi-View Fusion and Shape Rendering.Mona Saleh Alzahrani, Muhammad Usman, Randah Alharbi, Saeed Anwar, Ajmal Mian, Tarek Ahmed Helmy
2024DICTASketch-to-3D: Transforming Hand-Sketched Floorplans into 3D Layouts.Muhammad Usman, Abdullah Almulhim, Mohammad Alaseri, Mona Saleh Alzahrani, Hamzah Luqman, Saeed Anwar
2024FITCredit Card Fraud Detection Using Deep Neural Network with Shapley Additive Explanations.Chidinma Faith Onyeoma, Husnain Rafiq, Daniel Jeremiah, Vinh-Thong Ta, Muhammad Usman
2024GLOBECOMDeep RL-based Resource Allocation for User Fairness in STAR-RIS-assisted NOMA-enabled B5G Networks.Muhammad Usman, Mahnoor Anjum, Muhammad Abdullah Khan, Syed Ali Hassan, Haejoon Jung
2024ICIPAttention Down-Sampling Transformer, Relative Ranking and Self-Consistency For Blind Image Quality Assessment.Mohammed Alsaafin, Musab Alsheikh, Saeed Anwar, Muhammad Usman
2024SMCA Lightweight Convolutional Transformer Architecture Approach for Crack Segmentation in Safety Assessment.Muhammad Usman, Haopeng Chen, Muhammad Raza
2023CLUSTEROpenMP Offloading to DPU.Muhammad Usman, Sergio Iserte, Roger Ferrer, Antonio J. Pea
2023DSDDSLOT-NN: Digit-Serial Left-to-Right Neural Network Accelerator.Muhammad Sohail Ibrahim, Muhammad Usman, Malik Zohaib Nisar, Jeong-A Lee
2023EASEUsing InnerSource for Improving Internal Reuse: An Industrial Case Study.Xingru Chen, Muhammad Usman, Deepika Badampudi
2023EASEAutomating Microservices Test Failure Analysis using Kubernetes Cluster Logs.Pawan Kumar Sarika, Deepika Badampudi, Sai Prashanth Josyula, Muhammad Usman
2023ISNCCContactless Privacy-Preserving Head Movement Recognition Using Deep Learning for Driver Fatigue Detection.Hira Hameed, Lubna, Muhammad Usman, Hasan T. Abbas, Ahsen Tahir, Kamran Arshad, Khaled Assaleh, Ahmed Alkhayyat, Muhammad Ali Imran, Qammer H. Abbasi
2023ISPECDynamic Trust Boundary Identification for the Secure Communications of the Entities via 6G.Rabeya Basri, Gour C. Karmakar, Joarder Kamruzzaman, S. H. Shah Newaz, Linh Nguyen, Muhammad Usman
2023IUIThe Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents.Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
2023SCDPU Offloading Programming with the OpenMP API.Muhammad Usman, Sergio Iserte, Roger Ferrer, Antonio Jos Pea
2022APSECTowards automated open source assessment - An empirical study.Sai Pranav Koyyada, Denim Deshmukh, Deepika Badampudi, Vida Ahmadi, Muhammad Usman
2022CAVVPN: Verification of Poisoning in Neural Networks.Youcheng Sun, Muhammad Usman, Divya Gopinath, Corina S. Pasareanu
2022FITChurn Prediction of Customers in a Retail Business using Exploratory Data Analysis.Waseem Abbas, Muhammad Usman, Usman Qamar
2022ICDCSOn the BER Performance of RIS-Enhanced NOMA-Assisted Backscatter Communication under Nakagami-m Fading.Muhammad Usman, Sarah Basharat, Haris Pervaiz, Syed Ali Hassan, Haejoon Jung
2022VTCAdaptive and Efficient Key Extraction for Fast and Slow Fading Channels in V2V Communications.Mahmoud A. Shawky, Muhammad Usman, Muhammad Ali Imran, Qammer H. Abbasi, Shuja Ansari, Ahmad Taha
2022RVRule-Based Runtime Mitigation Against Poison Attacks on Neural Networks.Muhammad Usman, Divya Gopinath, Youcheng Sun, Corina S. Pasareanu
2021ACSSCMultiplier with Reduced Activities and Minimized Interconnect for Inner Product Arrays.Muhammad Usman, Jeong-A Lee, Milos D. Ercegovac
2021CAVNNrepair: Constraint-Based Repair of Neural Network Classifiers.Muhammad Usman, Divya Gopinath, Youcheng Sun, Yannic Noller, Corina S. Pasareanu
2021CBMIThe Diabetic Buddy: A Diet Regulator and Tracking System for Diabetics.Muhammad Usman, Kashif Ahmad, Amir Sohail, Marwa K. Qaraqe
2021CISISA Novel Approach to Network's Topology Evolution and Robustness Optimization of Scale Free Networks.Muhammad Usman, Nadeem Javaid, Syed Minhal Abbas, Muhammad Mohsin Javed, Muhammad Aqib Waseem, Muhammad Owais
2021ICSENEUROSPF: A Tool for the Symbolic Analysis of Neural Networks.Muhammad Usman, Yannic Noller, Corina S. Pasareanu, Youcheng Sun, Divya Gopinath
2021MIGA2X: An Agent and Environment Interaction Benchmark for Multimodal Human Trajectory Prediction.Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
2020GLOBECOMOptimizing Energy in WiFi Direct Based Multi-hop D2D Networks.Muhammad Usman, Marwa K. Qaraqe, Muhammad Rizwan Asghar, Imran Shafique Ansari, Fabrizio Granelli
2020ICSEUsing a context-aware approach to recommend code reviewers: findings from an industrial case study.Anton Strand, Markus Gunnarson, Ricardo Britto, Muhammad Usman
2020IWCMCRobustness Optimization of Scale-Free IoT Networks.Muhammad Usman, Nadeem Javaid, Adia Khalid, Nidal Nasser, Muhammad Imran
2020MIGA Social Distancing Index: Evaluating Navigational Policies on Human Proximity using Crowd Simulations.Muhammad Usman, Tien-Chi Lee, Ryhan Moghe, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia
2020PIMRCVariable Quantization for Memory-Efficient Successive Cancellation Decoding of Polar Codes - A Heuristic Approach.Muhammad Farooq, Humera Hameed, Muhammad Usman, Ubaid U. Fayyaz
2020PLDIA study of the learnability of relational properties: model counting meets machine learning (MCML).Muhammad Usman, Wenxi Wang, Marko Vasic, Kaiyuan Wang, Haris Vikalo, Sarfraz Khurshid
2020PROFESCompliance Requirements in Large-Scale Software Development: An Industrial Case Study.Muhammad Usman, Michael Felderer, Michael Unterkalmsteiner, Eriks Klotins, Daniel Mndez, Emil Algroth
2020TACASA Study of Symmetry Breaking Predicates and Model Counting.Wenxi Wang, Muhammad Usman, Alyas Almaawi, Kaiyuan Wang, Kuldeep S. Meel, Sarfraz Khurshid
2019BIBEAFP-CKSAAP: Prediction of Antifreeze Proteins Using Composition of k-Spaced Amino Acid Pairs with Deep Neural Network.Muhammad Usman, Jeong-A Lee
2019EASEUse of Personality Tests in Empirical Software Engineering Studies A Review of Ethical Issues.Muhammad Usman, Nasir Mehmood Minhas
2019FITDesign of a Feedback Loop Circuit for Quadrature Error Correction in 90-nm CMOS.Muhammad Haseeb, Muhammad Usman, Shabbir Majeed Chaudhry
2019GECCOA physarum-inspired competition algorithm for solving discrete multi-objective optimization problems.AbuBakr Awad, Muhammad Usman, David Lusseau, George M. Coghill, Wei Pang
2019GECCOInferring structure and parameters of dynamic systems using particle swarm optimization.Muhammad Usman, AbuBakr Awad, Wei Pang, George M. Coghill
2019MIGJoint Exploration and Analysis of High-Dimensional Design-Occupancy Templates.Muhammad Usman, Davide Schaumann, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
2018FITCross Lingual Speech Emotion Recognition: Urdu vs. Western Languages.Siddique Latif, Adnan Qayyum, Muhammad Usman, Junaid Qadir
2018FITE-HOSA: Extended-Hybrid Optical Switch Architecture for Cloud Computing Data Centers.Samina Lone, Muhammad Usman, Muhammad Imran
2018FITElective Learning Objects Group Recommendation Using Non-Cooperative Game Theory.Asad Zia, Muhammad Usman
2018GLOBECOMAn Energy Consumption Model for WiFi Direct Based D2D Communications.Muhammad Usman, Muhammad Rizwan Asghar, Imran Shafique Ansari, Marwa K. Qaraqe, Fabrizio Granelli
2018GLOBECOMRemote Cloud vs Local Mobile Cloud: A Quantitative Analysis.Muhammad Usman, Ameera Akhtar, Marwa K. Qaraqe, Fabrizio Granelli
2018IROSDevelopment and Evaluation of an Intuitive Flexible Interface for Teleoperating Soft Growing Robots.Haitham El-Hussieny, Usman Mehmood, Syed Zain Mehdi, Sang-Goo Jeong, Muhammad Usman, Elliot Wright Hawkes, Allison M. Okarnura, Jee-Hwan Ryu
2018ICRAPreliminary Study of Twisted String Actuation Through a Conduit Toward Soft and Wearable Actuation.Bhivraj Suthar, Muhammad Usman, Hyunseok Seong, Igor Gaponov, Jee-Hwan Ryu
2018ICTAIFeature Fusion with Deep Supervision for Remote-Sensing Image Scene Classification.Muhammad Usman, Weiqiang Wang, Abdenour Hadid
2018MIGInteractive spatial analytics for human-aware building design.Muhammad Usman, Davide Schaumann, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
2018WCNCA marketplace for efficient and secure caching for IoT applications in 5G networks.Muhammad Usman, Muhammad Rizwan Asghar, Imran Shafique Ansari, Fabrizio Granelli, Qammer H. Abbasi, Khalid A. Qaraqe
2017EASEA quasi-experiment to evaluate the impact of mental fatigue on study selection process.Ricardo Britto, Muhammad Usman, Nasir Mehmood Minhas
2017FITSum-of-the-Parts Valuation-Based Scheduling of Parallel Applications over Global Grid.Aroosa Hameed, Muhammad Usman
2017GLOBECOMTowards E2E Slicing in 5G: A Spectrum Slicing Testbed and Its Extension to the Packet Core.Anteneh A. Gebremariam, Muhammad Usman, Ping Du, Akihiro Nakao, Fabrizio Granelli
2017GLOBECOMTowards Energy Efficient Multi-Hop D2D Networks Using WiFi Direct.Muhammad Usman, Muhammad Rizwan Asghar, Imran Shafique Ansari, Fabrizio Granelli, Khalid A. Qaraqe
2017ICCSAFog Networking for Machine Health Prognosis: A Deep Learning Perspective.Saad Bin Qaisar, Muhammad Usman
2017IROSA study on life cycle of twisted string actuators: Preliminary results.Muhammad Usman, Hyunseok Seong, Bhivraj Suthar, Igor Gaponov, Jee-Hwan Ryu
2017ICRAPassive returning mechanism for twisted string actuators.Muhammad Usman, Bhivraj Suthar, Hyunseok Seong, Elliot Wright Hawkes, Igor Gaponov, Jee-Hwan Ryu
2017MICCAISemi-automatic Cardiac and Respiratory Gated MRI for Cardiac Assessment During Exercise.Bram Ruijsink, Esther Puyol-Antn, Muhammad Usman, Joshua van Amerom, Phuoc Duong, Mari Nieves Velasco Forte, Kuberan Pushparajah, Alessandra Frigiola, David A. Nordsletten, Andrew P. King, Reza Razavi
2017MIGPerceptual evaluation of space in virtual environments.Muhammad Usman, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
2017MIGCrowd sourced co-design of floor plans using simulation guided games.Nilay Chakraborty, Glen Berseth, M. Brandon Haworth, Petros Faloutsos, Muhammad Usman, Mubbasir Kapadia
2017NetSoftSmartX multiview visibility framework leveraging open-source software for SDN-cloud playground.Muhammad Usman, Aris Cahyadi Risdianto, Jung-Su Han, Moonjoong Kang, JongWon Kim
2017SCAUnderstanding spatial perception and visual modes in the review of architectural designs.Muhammad Usman, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
2016ANTModelling Value of Time for Trip Chains in Daily Schedules.Muhammad Usman, Luk Knapen, Ansar-Ul-Haque Yasar, Tom Bellemans, Davy Janssens, Geert Wets
2016CHITowards Computer Assisted Crowd Aware Architectural Design.M. Brandon Haworth, Muhammad Usman, Glen Berseth, Mahyar Khayatkhoei, Mubbasir Kapadia, Petros Faloutsos
2016FNCA coordinated Framework for Optimized Charging of EV Fleet in Smart Grid.Muhammad Usman, Luk Knapen, Ansar-Ul-Haque Yasar, Yves Vanrompay, Tom Bellemans, Davy Janssens, Geert Wets
2016GLOBECOMCognitive Radio and Device-to-Device Communication: A Cooperative Approach for Disaster Response.Javad Zeraatkar Moghaddam, Muhammad Usman, Fabrizio Granelli, Hamid Farrokhi
2016ICCHPThe Use of Working Prototypes for Participatory Design with People with Disabilities.M. Brandon Haworth, Muhammad Usman, Melanie Baljko, Foad Hamidi
2016ICSOCDemand-Driven SOA Simulation Platform Based on GIPSY for Context-Based Brokerage.Touraj Laleh, Esteban Garro, Jashanjot Singh, Gurpreet Raju, Muhammad Usman, Serguei A. Mokhov, Joey Paquet
2016MICCAIDynamic Volume Reconstruction from Multi-slice Abdominal MRI Using Manifold Alignment.Xin Chen, Muhammad Usman, Daniel R. Balfour, Paul K. Marsden, Andrew J. Reader, Claudia Prieto, Andrew P. King
2016MICCAIWhole-Heart Single Breath-Hold Cardiac Cine: A Robust Motion-Compensated Compressed Sensing Reconstruction Method.Javier Royuela-del-Val, Muhammad Usman, Lucilio Cordero-Grande, Marcos Martn-Fernndez, Federico Simmross-Wattenberg, Claudia Prieto, Carlos Alberola-Lpez
2016QshineInter-correlation of Resource-/Flow-Level Visibility for APM Over OF@TEIN SDN-Enabled Multi-site Cloud.Muhammad Usman, Aris Cahyadi Risdianto, Jung-Su Han, JongWon Kim
2016TrustComData Sharing in Secure Multimedia Wireless Sensor Networks.Muhammad Usman, Mian Ahmad Jan, Xiangjian He, Priyadarsi Nanda
2015ANTSimulation of Bi-static Radar System Based on Reflected GPS L5 Signals.Salma Sakhawat, Muhammad Usman, Basharat Mahmood
2015ANTRelationship Between Spatio-temporal Electricity Cost Variability and E-mobility.Muhammad Usman, Jess Fraile-Ardanuy, Luk Knapen, Ansar-Ul-Haque Yasar, Tom Bellemans, Davy Janssens, Geert Wets
2015APNOMSOF@TEIN resource-level visibility for SDN-enabled distributed cloud testbed.Muhammad Usman, Aris Cahyadi Risdianto, JongWon Kim, Teck Chaw Ling
2015EASEEffort estimation in agile software development: a survey on the state of the practice.Muhammad Usman, Emilia Mendes, Jrgen Brstler
2015FIEBloom's taxonomy in software engineering education: A systematic mapping study.Ricardo Britto, Muhammad Usman
2015IC3KEarly Diagnosis of Alzheimer's Disease using Machine Learning Techniques.Aunsia Khan, Muhammad Usman
2015MIGEvaluating and optimizing level of service for crowd evacuations.M. Brandon Haworth, Muhammad Usman, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
2015PCSSurvey of Error Concealment techniques: Research directions and open issues.Muhammad Usman, Xiangjian He, Min Xu, Kin-Man Lam
2014APSECA Model-Driven Approach to Generate Mobile Applications for Multiple Platforms.Muhammad Usman, Muhammad Zohaib Z. Iqbal, Muhammad Uzair Khan
2014FITOn the Application of IOT (Internet of Things) for Securing Industrial Threats.Muhammad Usman, Nazar Abbas
2014FITThroughput Maximization of the Cognitive Radio Using Hybrid (Overlay-Underlay) Approach with Energy Harvesting.Muhammad Usman, Insoo Koo
2014ICGSEEffort Estimation in Global Software Development: A Systematic Literature Review.Ricardo Britto, Vitor Freitas, Emilia Mendes, Muhammad Usman
2014WoWMoMAgent-enabled anomaly detection in resource constrained wireless sensor networks.Muhammad Usman
2014XPEffort Estimation in Agile Global Software Development Context.Ricardo Britto, Muhammad Usman, Emilia Mendes
2013EASEEvidence in software architecture, a systematic literature review.Nadia Qureshi, Muhammad Usman, Naveed Ikram
2013FITMotivational and De-motivational Factors for Software Engineers: An Empirical Investigation.Ikram Asghar, Muhammad Usman
2013IWCMCAn energy efficient clique based clustering and routing mechanism in wireless sensor networks.Kamanashis Biswas, Vallipuram Muthukkumarasamy, Elankayer Sithirasenan, Muhammad Usman
2013LCNFormal verification of mobile agent based anomaly detection in Wireless Sensor Networks.Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu
2013PIMRCReliability of network simulators and simulation based research.Shahbaz Khan, Bilal Aziz, Sundas Najeeb, Aziz Ahmed, Muhammad Usman, Sadiq Ullah
2012AusDMData Guided Approach to Generate Multi-dimensional Schema for Targeted Knowledge Discovery.Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
2012EASECauses of requirement change - A systematic literature review.Muneera Bano, Salma Imtiaz, Naveed Ikram, Mahmood Niazi, Muhammad Usman
2012EASEGlobReq: A framework for improving requirements engineering in global software development projects: Preliminary results.Mahmood Niazi, Mohamed El-Attar, Muhammad Usman, Naveed Ikram
2012UICWireless Smart Home Sensor Networks: Mobile Agent Based Anomaly Detection.Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum
2011EASESecurity at software architecture level: A systematic mapping study.Ali Arshad, Muhammad Usman
2007PRDCRegression Testing Based on UML Design Models.Atifah Ali, Aamer Nadeem, Muhammad Zohaib Z. Iqbal, Muhammad Usman