Muhammad Ali Gulzar

63 papers A* 10A 6Journal 24Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluating LLM-Based Test Generation Under Software Evolution. CoRR Sabaat Haroon, Mohammad Taha Khan, Muhammad Ali Gulzar
2026	J	`jnl`	ProToken: Token-Level Attribution for Federated Large Language Models. CoRR Waris Gill, Ahmad Humayun, Ali Anwar, Muhammad Ali Gulzar
2026	J	`jnl`	TENSURE: Fuzzing Sparse Tensor Compilers (Registered Report). CoRR Kabilan Mahathevan, Yining Zhang, Muhammad Ali Gulzar, Kirshanthan Sundararajah
2025	A	`conf`	A Metric for Measuring the Impact of Rare Paths on Program Coverage. SANER Leo St. Amour, Eli Tilevich, Muhammad Ali Gulzar
2025	A*	`conf`	Accessibility Issues in Ad-Driven Web Applications. ICSE Abdul Haddi Amjad, Muhammad Danish, Bless Jah, Muhammad Ali Gulzar
2025	J	`jnl`	Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data. CoRR Waris Gill, Justin Cechmanek, Tyler Hutcherson, Srijith Rajamohan, Jen Agarwal, Muhammad Ali Gulzar, Manvinder Singh, Benoit Dion
2025	A	`conf`	Are the Majority of Public Computational Notebooks Pathologically Non-Executable? MSR Tien Nguyen, Waris Gill, Muhammad Ali Gulzar
2025	J	`jnl`	Are the Majority of Public Computational Notebooks Pathologically Non-Executable? CoRR Tien Nguyen, Waris Gill, Muhammad Ali Gulzar
2025	J	`jnl`	Generating and Understanding Tests via Path-Aware Symbolic Execution with LLMs. CoRR Yaoxuan Wu, Xiaojie Zhou, Ahmad Humayun, Muhammad Ali Gulzar, Miryung Kim
2025	J	`jnl`	How Accurately Do Large Language Models Understand Code? CoRR Sabaat Haroon, Ahmad Faraz Khan, Ahmad Humayun, Waris Gill, Abdul Haddi Amjad, Ali Raza Butt, Mohammad Taha Khan, Muhammad Ali Gulzar
2025	A	`conf`	Improving Evidence-Based Tech Hiring with GitHub-Supported Resume Matching. SANER Swanand Vaishampayan, Muhammad Ali Gulzar, Chris Brown
2025	A	`conf`	MeanCache: User-Centric Semantic Caching for LLM Web Services. IPDPS Waris Gill, Mohamed Elidrisi, Pallavi Kalapatapu, Ammar Ahmed, Ali Anwar, Muhammad Ali Gulzar
2025	A*	`conf`	TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance. ICSE Waris Gill, Ali Anwar, Muhammad Ali Gulzar
2024	J	`jnl`	Accessibility Issues in Ad-Driven Web Applications. CoRR Abdul Haddi Amjad, Muhammad Danish, Bless Jah, Muhammad Ali Gulzar
2024	—	`conf`	An Empirical Evaluation of Method Signature Similarity in Java Codebases. ASSE Mohammad Taha Khan, Mohamed Elhussiny, William Tobin, Muhammad Ali Gulzar
2024	A*	`conf`	Blocking Tracking JavaScript at the Function Granularity. CCS Abdul Haddi Amjad, Shaoor Munir, Zubair Shafiq, Muhammad Ali Gulzar
2024	J	`jnl`	Blocking Tracking JavaScript at the Function Granularity. CoRR Abdul Haddi Amjad, Shaoor Munir, Zubair Shafiq, Muhammad Ali Gulzar
2024	J	`jnl`	DeSQL: Interactive Debugging of SQL in Data-Intensive Scalable Computing. Proc. ACM Softw. Eng. Sabaat Haroon, Chris Brown, Muhammad Ali Gulzar
2024	—	`conf`	Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. NAACL-HLT (Findings) Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim
2024	J	`jnl`	Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. CoRR Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Violet Peng, Miryung Kim
2024	J	`jnl`	Natural Symbolic Execution-Based Testing for Big Data Analytics. Proc. ACM Softw. Eng. Yaoxuan Wu, Ahmad Humayun, Muhammad Ali Gulzar, Miryung Kim
2024	A*	`conf`	Poster: How Do Visually Impaired Users Navigate Accessibility Challenges in an Ad-Driven Web? CCS Abdul Haddi Amjad, Muhammad Ali Gulzar
2024	J	`jnl`	Privacy-Aware Semantic Cache for Large Language Models. CoRR Waris Gill, Mohamed Elidrisi, Pallavi Kalapatapu, Ali Anwar, Muhammad Ali Gulzar
2023	J	`jnl`	A Characterization Study of Merge Conflicts in Java Projects. ACM Trans. Softw. Eng. Methodol. Bowen Shen, Muhammad Ali Gulzar, Fei He, Na Meng
2023	J	`jnl`	Blocking JavaScript Without Breaking the Web: An Empirical Investigation. Proc. Priv. Enhancing Technol. Abdul Haddi Amjad, Zubair Shafiq, Muhammad Ali Gulzar
2023	J	`jnl`	Blocking JavaScript without Breaking the Web: An Empirical Investigation. CoRR Abdul Haddi Amjad, Zubair Shafiq, Muhammad Ali Gulzar
2023	—	`conf`	Co-dependence Aware Fuzzing for Dataflow-Based Big Data Analytics. ESEC/SIGSOFT FSE Ahmad Humayun, Miryung Kim, Muhammad Ali Gulzar
2023	A*	`conf`	FedDebug: Systematic Debugging for Federated Learning Applications. ICSE Waris Gill, Ali Anwar, Muhammad Ali Gulzar
2023	J	`jnl`	FedDebug: Systematic Debugging for Federated Learning Applications. CoRR Waris Gill, Ali Anwar, Muhammad Ali Gulzar
2023	—	`conf`	FedDefender: Backdoor Attack Defense in Federated Learning. SE4SafeML@SIGSOFT FSE Waris Gill, Ali Anwar, Muhammad Ali Gulzar
2023	J	`jnl`	FedDefender: Backdoor Attack Defense in Federated Learning. CoRR Waris Gill, Ali Anwar, Muhammad Ali Gulzar
2023	A*	`conf`	NaturalFuzz: Natural Input Generation for Big Data Analytics. ASE Ahmad Humayun, Yaoxuan Wu, Miryung Kim, Muhammad Ali Gulzar
2023	J	`jnl`	ProvFL: Client-Driven Interpretability of Global Model Predictions in Federated Learning. CoRR Waris Gill, Ali Anwar, Muhammad Ali Gulzar
2022	A*	`conf`	Detecting Build Conflicts in Software Merge for Java Programs via Static Analysis. ASE Sheikh Shadab Towqir, Bowen Shen, Muhammad Ali Gulzar, Na Meng
2022	—	`conf`	Sibylvariant Transformations for Robust Text Classification. ACL (Findings) Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim
2022	J	`jnl`	Sibylvariant Transformations for Robust Text Classification. CoRR Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim
2021	—	`conf`	Efficient Fuzz Testing for Apache Spark Using Framework Abstraction. ICSE (Companion Volume) Qian Zhang, Jiyuan Wang, Muhammad Ali Gulzar, Rohan Padhye, Miryung Kim
2021	J	`jnl`	Efficient Fuzz Testing for Apache Spark Using Framework Abstraction. CoRR Qian Zhang, Jiyuan Wang, Muhammad Ali Gulzar, Rohan Padhye, Miryung Kim
2021	—	`conf`	OptDebug: Fault-Inducing Operation Isolation for Dataflow Applications. SoCC Muhammad Ali Gulzar, Miryung Kim
2021	—	`conf`	Towards a Serverless Bioinformatics Cyberinfrastructure Pipeline. HiPS@HPDC Shunyu David Yao, Muhammad Ali Gulzar, Liqing Zhang, Ali Raza Butt
2021	J	`jnl`	TrackerSift: Untangling Mixed Tracking and Functional Web Resources. CoRR Abdul Haddi Amjad, Danial Saleem, Fareed Zaffar, Muhammad Ali Gulzar, Zubair Shafiq
2021	A	`conf`	TrackerSift: untangling mixed tracking and functional web resources. Internet Measurement Conference Abdul Haddi Amjad, Danial Saleem, Muhammad Ali Gulzar, Zubair Shafiq, Fareed Zaffar
2020	—	`—`	Automated Testing and Debugging for Big Data Analytics. Muhammad Ali Gulzar
2020	A*	`conf`	BigFuzz: Efficient Fuzz Testing for Data Analytics Using Framework Abstraction. ASE Qian Zhang, Jiyuan Wang, Muhammad Ali Gulzar, Rohan Padhye, Miryung Kim
2020	—	`conf`	BigTest: a symbolic execution based systematic test generation tool for Apache spark. ICSE (Companion Volume) Muhammad Ali Gulzar, Madanlal Musuvathi, Miryung Kim
2020	A*	`conf`	HeteroRefactor: refactoring for heterogeneous computing with FPGA. ICSE Jason Lau, Aishwarya Sivaraman, Qian Zhang, Muhammad Ali Gulzar, Jason Cong, Miryung Kim
2020	—	`conf`	Influence-based provenance for dataflow applications with taint propagation. SoCC Jason Teoh, Muhammad Ali Gulzar, Miryung Kim
2020	—	`conf`	Is neuron coverage a meaningful measure for testing deep neural networks? ESEC/SIGSOFT FSE Fabrice Harel-Canada, Lingxiao Wang, Muhammad Ali Gulzar, Quanquan Gu, Miryung Kim
2019	—	`conf`	Perception and practices of differential testing. ICSE (SEIP) Muhammad Ali Gulzar, Yongkang Zhu, Xiaofeng Han
2019	—	`conf`	PerfDebug: Performance Debugging of Computation Skew in Dataflow Systems. SoCC Jason Teoh, Muhammad Ali Gulzar, Guoqing Harry Xu, Miryung Kim
2019	—	`conf`	White-box testing of big data analytics with complex user-defined functions. ESEC/SIGSOFT FSE Muhammad Ali Gulzar, Shaghayegh Mardani, Madanlal Musuvathi, Miryung Kim
2018	J	`jnl`	Adding data provenance support to Apache Spark. VLDB J. Matteo Interlandi, Ari Ekmekji, Kshitij Shah, Muhammad Ali Gulzar, Sai Deep Tetali, Miryung Kim, Todd D. Millstein, Tyson Condie
2018	—	`conf`	BigSift: automated debugging of big data analytics in data-intensive scalable computing. ESEC/SIGSOFT FSE Muhammad Ali Gulzar, Siman Wang, Miryung Kim
2018	—	`conf`	Interactive and automated debugging for big data analytics. ICSE (Companion Volume) Muhammad Ali Gulzar
2018	A	`conf`	LogLens: A Real-Time Log Analysis System. ICDCS Biplob Debnath, Mohiuddin Solaimani, Muhammad Ali Gulzar, Nipun Arora, Cristian Lumezanu, Jianwu Xu, Bo Zong, Hui Zhang, Guofei Jiang, Latifur Khan
2017	—	`conf`	Automated debugging in data-intensive scalable computing. SoCC Muhammad Ali Gulzar, Matteo Interlandi, Xueyuan Han, Mingda Li, Tyson Condie, Miryung Kim
2017	—	`conf`	Debugging Big Data Analytics in Spark with SIGMOD Conference Muhammad Ali Gulzar, Matteo Interlandi, Tyson Condie, Miryung Kim
2016	A*	`conf`	BigDebug: debugging primitives for interactive big data processing in spark. ICSE Muhammad Ali Gulzar, Matteo Interlandi, Seunghyun Yoo, Sai Deep Tetali, Tyson Condie, Todd D. Millstein, Miryung Kim
2016	—	`conf`	BigDebug: interactive debugger for big data analytics in Apache Spark. SIGSOFT FSE Muhammad Ali Gulzar, Matteo Interlandi, Tyson Condie, Miryung Kim
2016	—	`conf`	Interactive Debugging for Big Data Analytics. HotCloud Muhammad Ali Gulzar, Xueyuan Han, Matteo Interlandi, Shaghayegh Mardani, Sai Deep Tetali, Todd D. Millstein, Miryung Kim
2016	—	`conf`	Optimizing Interactive Development of Data-Intensive Applications. SoCC Matteo Interlandi, Sai Deep Tetali, Muhammad Ali Gulzar, Joseph Noor, Tyson Condie, Miryung Kim, Todd D. Millstein
2015	—	`conf`	A Classification Based Framework to Predict Viral Threads. PACIS Hashim Sharif, Saad Ismail, Shehroze Farooqi, Mohammad Taha Khan, Muhammad Ali Gulzar, Hasnain Lakhani, Fareed Zaffar, Ahmed Abbasi
2015	J	`jnl`	Titian: Data Provenance Support in Spark. Proc. VLDB Endow. Matteo Interlandi, Kshitij Shah, Sai Deep Tetali, Muhammad Ali Gulzar, Seunghyun Yoo, Miryung Kim, Todd D. Millstein, Tyson Condie