Mohammad Wardat

29 papers A* 5B 2C 1Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CodeGraphNet: embedding-driven enhanced vulnerability detection with line-level error identification. Softw. Qual. J. Md. Fahim Sultan, Md. Shazzad Hossain Shaon, Tasmin Karim, Mohammad Wardat, Alfredo Cuzzocrea, Mst. Shapna Akter
2026	J	`jnl`	When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling. CoRR Niful Islam, Ragib Shahriar Ayon, Deepak-George Thomas, Shibbir Ahmed, Mohammad Wardat
2025	A*	`conf`	$\mu \text{PRL}$: A Mutation Testing Pipeline for Deep Reinforcement Learning Based on Real Faults. ICSE Deepak-George Thomas, Matteo Biagiola, Nargiz Humbatova, Mohammad Wardat, Gunel Jahangirova, Hridesh Rajan, Paolo Tonella
2025	—	`conf`	Can a Large Language Model Win a Kaggle Competition? ICDM (Workshops) Illya Gordyy, Estevan Rendon, Niful Islam, Mohammad Wardat, Huirong Fu
2025	J	`jnl`	Graph neural network for fault localization in sequence-based models. Empir. Softw. Eng. Muhammad Anas Raza, Mohammad Wardat
2025	J	`jnl`	Leveraging Data Characteristics for Bug Localization in Deep Learning Programs. ACM Trans. Softw. Eng. Methodol. Ruchira Manke, Mohammad Wardat, Foutse Khomh, Hridesh Rajan
2025	A*	`conf`	Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning. ICSE Ruchira Manke, Mohammad Wardat, Foutse Khomh, Hridesh Rajan
2025	J	`jnl`	Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning. CoRR Ruchira Manke, Mohammad Wardat, Foutse Khomh, Hridesh Rajan
2024	J	`jnl`	A Combined Feature Embedding Tools for Multi-Class Software Defect and Identification. CoRR Md. Fahim Sultan, Tasmin Karim, Md. Shazzad Hossain Shaon, Mohammad Wardat, Mst. Shapna Akter
2024	J	`jnl`	DeepCNN: A Dual Approach to Fault Localization and Repair in Convolutional Neural Networks. IEEE Access Mohammad Wardat, Abdullah S. Al-Alaj
2024	J	`jnl`	Enhanced LLM-Based Framework for Predicting Null Pointer Dereference in Source Code. CoRR Md. Fahim Sultan, Tasmin Karim, Md. Shazzad Hossain Shaon, Mohammad Wardat, Mst. Shapna Akter
2024	—	`conf`	Evaluating Large Language Models for Code Generation: Assessing Accuracy, Quality, and Performance. FLLM Mohammed A. Shehab, Mohammad Wardat, Safwan Omari, Yaser Jararweh
2024	J	`jnl`	Investigating large language models capabilities for automatic code repair in Python. Clust. Comput. Safwan Omari, Kshitiz Basnet, Mohammad Wardat
2024	J	`jnl`	Leveraging Data Characteristics for Bug Localization in Deep Learning Programs. CoRR Ruchira Manke, Mohammad Wardat, Foutse Khomh, Hridesh Rajan
2024	B	`conf`	RAGFix: Enhancing LLM Code Repair Using RAG and Stack Overflow Posts. IEEE Big Data Elijah Mansur, Johnson Chen, Muhammad Anas Raza, Mohammad Wardat
2024	B	`conf`	TransBug: Transformer-Assisted Bug Detection and Diagnosis in Deep Neural Networks. IEEE Big Data Abdul Haq Ayantayo, Johnson Chen, Muhammad Anas Raza, Mohammad Wardat
2024	J	`jnl`	muPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults. CoRR Deepak-George Thomas, Matteo Biagiola, Nargiz Humbatova, Mohammad Wardat, Gunel Jahangirova, Hridesh Rajan, Paolo Tonella
2023	J	`jnl`	An Effective Data-Driven Approach for Localizing Deep Learning Faults. CoRR Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan
2023	J	`jnl`	Characterizing Bugs in Python and R Data Analytics Programs. CoRR Shibbir Ahmed, Mohammad Wardat, Hamid Bagheri, Breno Dantas Cruz, Hridesh Rajan
2022	A*	`conf`	DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs. ICSE Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan
2022	A*	`conf`	The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large. ICSE Sumon Biswas, Mohammad Wardat, Hridesh Rajan
2021	J	`jnl`	DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs. CoRR Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan
2021	A*	`conf`	DeepLocalize: Fault Localization for Deep Neural Networks. ICSE Mohammad Wardat, Wei Le, Hridesh Rajan
2021	J	`jnl`	DeepLocalize: Fault Localization for Deep Neural Networks. CoRR Mohammad Wardat, Wei Le, Hridesh Rajan
2021	J	`jnl`	The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large. CoRR Sumon Biswas, Mohammad Wardat, Hridesh Rajan
2018	—	`conf`	Cloud data centers revenue maximization using server consolidation: Modeling and evaluation. INFOCOM Workshops Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, Abdallah A. Khreishah
2015	J	`jnl`	Optimizing expansion strategies for ultrascale cloud computing data centers. Simul. Model. Pract. Theory Mahmoud Al-Ayyoub, Mohammad Wardat, Yaser Jararweh, Abdallah Khreishah
2014	—	`conf`	To Build or Not to Build? Addressing the Expansion Strategies of Cloud Providers. FiCloud Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, Abdallah Khreishah
2014	C	`conf`	Topical search engine for Internet of Things. AICCSA Mosab Faqeeh, Mahmoud Al-Ayyoub, Mohammad Wardat, Ismail Hmeidi, Yaser Jararweh