Publications (29)
Fast Clustering of Short Text Streams Using Efficient Cluster Indexing and Dynamic Similarity Thresholds
Md Rashadul Hasan Rakib, Muhammad Asaduzzaman
Short text stream clustering is an important but challenging task since massive amount of text is generated from different sources such as micro-blogging, question-answering, and s…
Hybrid Analog-Digital Simulation of the Abelian Higgs model
Muhammad Asaduzzaman, Rayleigh W. Parker, Noah Goss +8
To investigate gauge theories with near-term quantum computers warrants exploration of nontraditional quantum simulators to find resource-efficient simulation protocols and ultimat…
Evidence is All We Need: Do Self-Admitted Technical Debts Impact Method-Level Maintenance?
Shaiful Chowdhury, Hisham Kidwai, Muhammad Asaduzzaman
Self-Admitted Technical Debt (SATD) refers to the phenomenon where developers explicitly acknowledge technical debt through comments in the source code. While considerable research…
Quantum Simulation of the N flavor Gross-Neveu Model
Muhammad Asaduzzaman, Simon Catterall, Goksu Can Toga +2
We discuss the use of quantum simulation to study an flavor theory of interacting relativistic fermions in(1+1) dimensions on NISQ era machines. The case of two flavors is part…
Think Harder and Don't Overlook Your Options: Revisiting Issue-Commit Linking with LLM-Assisted Retrieval
Cole Morgan, Muhammad Asaduzzaman, Shaiful Chowdhury +1
Linking issue reports to the commits that resolve them is essential for software traceability, maintenance, and evolution. Accurate issue-commit links help developers to understand…
When LLMs Lag Behind: Knowledge Conflicts from Evolving APIs in Code Generation
Ahmed Nusayer Ashik, Shaowei Wang, Tse-Hsun Chen +2
The rapid evolution of software libraries creates a significant challenge for Large Language Models (LLMs), whose static parametric knowledge often becomes stale post-training. Whi…