Author

Aisvarya Adeseye

Observed name: Adeseye, Aisvarya

Institution: University of Turku

Observed institution: University of Turku

ORCID: 0009-0003-2401-3076

Observed ORCID: 0009-0003-2401-3076

OpenAlex ID: A5117317772

LLM-Assisted Qualitative Data Analysis: Security and Privacy Concerns in Gamified Workforce Studies

2025 · Aisvarya Adeseye, Jouni Isoaho, et al. · Procedia Computer Science · 26

Systematic Prompt Framework for Qualitative Data Analysis: Designing System and User Prompts

2025 · Aisvarya Adeseye, Jouni Isoaho, et al. · IEEE International Conference on Human-Machine Systems (ICHMS) · 16

Efficient Prompt Design for Resource-Constrained Deployment of Local LLMs

2025 · Aisvarya Adeseye, Jouni Isoaho, et al. · IEEE Nordic Circuits and Systems Conference (NorCAS) · 9

Performance Evaluation of LLM Hallucination Reduction Strategies for Reliable Qualitative Analysis

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · Communications in computer and information science · 4

Why Compromise Privacy? Local LLMs Rival Commercial LLMs in Qualitative Analysis

2025 · Aisvarya Adeseye, Jouni Isoaho, et al. · Computing, Communications and IoT Applications (ComComAp) · 3

Insights on Mitigating Privacy Concerns in Gamification through LLM-Assisted Qualitative Analysis with Minimal Hallucination

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · ACM Transactions on Privacy and Security · 2

Improving Quantized Model Performance in Qualitative Analysis with Multi-pass Prompt Verification

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · Lecture notes in networks and systems · 1

PDF

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · IEEE Conference on Artificial Intelligence (CAI) · 1

PDF

LLM-Assisted Codebook Development for Cybersecurity Interviews with Enhanced Accuracy and Reduced Hallucination

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · IEEE International Conference on AI in Cybersecurity (ICAIC) · 1

Modular AI-Powered Interviewer with Dynamic Question Generation and Expertise Profiling

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · Communications in computer and information science · 1

PDF

A Resource-Efficient Codebook-Driven Semantic Structuring Pipeline for Human-AI Dialogue in Ambient Intelligent Systems

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · Procedia Computer Science · 1

Evidence-Grounded SLM Behavioral Prediction Architecture for Future Assistance Use

2026 · Adeseye, Adeyemi, Adeseye, Aisvarya, et al. · arXiv (Cornell University)

PDF

CARE-SD: Explainable Reasoning Architecture for Local SLM Self-Disclosure Analysis in Textual Data

2026 · Adeseye, Aisvarya, Adeseye, Adeyemi, et al. · arXiv (Cornell University)

PDF

Evidence-Traceable Dynamic Interviewer Architecture for Expertise-Adaptive Qualitative Interviews Using Local LLMs

2026 · Adeseye, Aisvarya, Isoaho, Jouni, et al. · arXiv (Cornell University)

PDF

Reasoning Topology Matters: A Controlled Study of LLM-Based Cybersecurity Analysis

2026 · Zhou, Jiling, Adeseye, Aisvarya, et al. · arXiv (Cornell University)

PDF

Strengthening Human-Centric Chain-of-Thought Reasoning Integrity in LLMs Via a Structured Prompt Framework

2026 · Jiling Zhou, Aisvarya Adeseye, et al. · Lecture notes in networks and systems

PDF

Entropy and Attention Dynamics in Small Language Models: A Trace-Level Structural Analysis on the TruthfulQA Benchmark

2026 · Adeyemi Adeseye, Aisvarya Adeseye, et al. · Lecture notes in networks and systems

PDF

Parallel LLM Reasoning for Bias-Resilient, Robust Conceptual Abstraction

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · Lecture notes in networks and systems

PDF

Iterative Verification and Batch Processing for Enhancing Accuracy and Confidence Computation in LLM-Based Phishing Email Detection

2026 · Aisvarya Adeseye, Jouni Isoaho · IEEE International Conference on AI in Cybersecurity (ICAIC)

Novel Textual Data Cleaning Techniques for Cybersecurity Recommendation Extraction and Prioritization using Local LLMs

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · IEEE International Conference on AI in Cybersecurity (ICAIC)

2025 IEEE Nordic Circuits and Systems Conference (NorCAS)

2026 · Adeseye, Aisvarya, Isoaho, Jouni, et al. · UTUPub (University of Turku)

2025 IEEE 5th International Conference on Human-Machine Systems (ICHMS)

2026 · Adeseye, Aisvarya, Isoaho, Jouni, et al. · UTUPub (University of Turku)

Local Language Models for Context-Aware Adaptive Anonymization of Sensitive Text

2026 · Aisvarya Adeseye, Jouni Isoaho, et al. · Communications in computer and information science

PDF

A Prompt-Based Framework for Loop Vulnerability Detection Using Local LLMs

2026 · Adeyemi Adeseye, Aisvarya Adeseye · Communications in computer and information science

PDF

An Ontology-Guided Verification Pipeline for Accurate Medical Specialist Classification Using LLMs: Benchmarking Batch and Quantization Effects

2026 · Aisvarya Adeseye, Jouni Isoaho · Procedia Computer Science

Works count: 26

Citation count: 65

H-index: 4

I10-index: 2