activity
20072026
most citedSystematic Literature Review of Validation Methods for AI Systems

140 citations · 645 across the 79 of their papers we have counts for

collaborators

82 papers

cs.SE2026

An Autonomy Aware Metamodel for Human AI Collaboration in Software Engineering

Md Mahade Hasan, Md Toufique Hasan, Zheying Zhang +5

Artificial Intelligence (AI) is shifting software engineering from tool-supported processes towards AI-first collaboration, where authority is dynamically distributed across human…

cs.CV2026

SE-MoLoRA: Shared-Expert LoRA Adapters for Domain-Specific Photographic Assessment

Bishwash Khanal, Anlan Zhang, Sasu Tarkoma +2

Vision-language models can describe images fluently, but they often fail to provide actionable photographic critique because semantic content and aesthetic judgment remain entangle…

quant-ph2026

Toward Standardized Quantum Provenance: A Cross-Provider Analysis, Unified API, and Reference Prototype

Jouni Peltonen, Vlad Stirbu, Tommi Mikkonen +1

Quantum software development requires provenance describing programs, compilation, execution, hardware characterization, results, and software environments, but providers expose th…

cs.CR2026

An End-to-End Threat Model for the Quantum-as-a-Service Pipeline

Badhon Rahman, Majid Haghparast, Tommi Mikkonen

Cloud-based accessing of Quantum-as-a-Service (QaaS) platforms such as IBM Quantum, IonQ Cloud, and Amazon Braket is becoming popular day by day. Hybrid quantum-classical algorithm…

cs.CR2026

On the Figures of Merit for Quantum Software Security: Toward a Benchmarking Rubric

Badhon Rahman, Majid Haghparast, Tommi Mikkonen

Quantum software is increasingly provided through multi-tenant and cloud-based Quantum-as-a-Service (QaaS) stacks. A growing concern about the diverse attack vectors across the pip…

cs.SE2026

Epic-Organized vs. Requirement-Aligned Gherkin: An Empirical Evaluation of LLM-Based Acceptance Criteria Generation

Shahbaz Siddeeq, Mateen Abbasi, Jussi Rasku +4

Automated authoring of Gherkin Behavior-Driven Development (BDD) acceptance criteria remains a manual bottleneck in requirements engineering. This study investigates whether epic-o…