Publications & Projects

Publications

(2025) Ahmed Adnan, Mushfiqur Rahman, Saad Sakib Noor, Kazi Sakib, "CLARA: A Developer's Companion for Code Comprehension and Analysis", at the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE'25) [pdf] [tool_repository]
(2025) Ahmed Adnan, Antu Saha, Oscar Chaparro, "SPRINT: An Assistant for Issue Report Management", at the 22nd IEEE/ACM International Conference on Mining Software Repositories (MSR'25) [ pdf ] [ tool repository ] [ GitHub Application ]

Under Review:

(2026) Xuyang Li, Jiahao Xia, Ahmed Adnan, Jingbo Wang, "pSoufflé: Towards Scalable Probabilistic Logic Inference for

Program Analysis", under review at the 38th International Conference on Computer Aided Verification (CAV'26)

(2026) Tanusree Sharma, Anish Krishnagiri, Lili Dudas, Ahmed Adnan, Visar Berisha, "V.O.I.C.E (Voice, Ownership, Identity, Control, Expression): Risk Taxonomy of Synthetic Voice Generation From Empirical Data", under review at the 35th USENIX Security Symposium (USENIX'26)

(2025) Ahmed Adnan, Mushfiqur Rahman, Antu Saha, Oscar Chaparro, "Toward Understanding Developer Activities and Challenges During Issue Resolution in AI/ML Systems", under review at the ERA Track, 34th International Conference on Program Comprehension (ICPC'26) [preprint]

(2025) Jitesh Sureka, Ahmed Adnan, Proma Chowdhury, Kazi Sakib, "Insight: A Graph-Augmented RAG-based Tool for Automated Bug Localization and Repair Guidance", under review at the Tool Demo track, 34th International Conference on Program Comprehension (ICPC'26) [preprint] [tool_website]
[Journal] (2025) Debobrata Chakraborty, Ahmed Adnan, Emon Kumar Dey, "Urban LiDAR Point Cloud Segmentation Using Multi-Level Stacked Learning With Counterfactual Guided Minority Class Enhancement", under review at IEEE Transactions on Geoscience and Remote Sensing (TGRS). [preprint]

Ongoing Research Projects

Analysis of Community Signals to Infer Provenance Cues and Better Navigation of AI-generated Content on YouTube

Advisor: Dr. Tanusree Sharma

A Google-funded research project on large-scale assessment of community signals of Deepfake/AI-generated content (AIGC) on social media platforms.
Currently leading a research project and have developed a tool to provide provenance cues and security-related information by analyzing community signals of AIGC.
In preparation for a research paper for submission to USENIX in February.

Voice Data Risk Taxonomy & Benchmarking

Advisor: Dr. Tanusree Sharma

Currently working on a research project regarding preparing a risk taxonomy by annotating voice actor data. This taxonomy is utilized to create a threat model and a multimodal data benchmarking.
Currently in preparation for a research paper for submission to USENIX in February.

Issue Resolution Workflow in AI/ML-integrated Software Systems

Advisor: Dr. Oscar Chaparro

A follow-up work to our ICPC’26 ERA paper (currently under review) to identify the issue.
Conducting a comprehensive survey and corresponding interviews as part of the research project.
Currently, one full paper is under preparation for a journal submission to TOSEM.

Software Projects

Pharmasync

An Optimized Solution to ensure Security and Transparency in Pharmaceutical Supply Chains using Decentralized Hybrid Blockchain.

Technical Skills: Next.JS, Hedera Hashgraph, Hyperledger Indy, Solidity, IPFS

Project Whitepaper

E-School

A web platform for students and teachers offering class updates, study material sharing, automated online class management, exam management and evaluation.

Technical Skills: Python, Django, JavaScript, React, SQLite3

Project Code Project Report

Routine Dynamics

An application that generates and dynamically adjusts personalized study plans based on students' details (past results, study hours, IQ, and target grade)

Technical Skills: Java, JavaFX, Inferential Statistical algorithms

Project Code Project Report