Publications¶
Selected publications are listed below. A full and frequently updated list is available on Google Scholar.
Latest Papers¶
From Computational Chemistry to Generative Models: A Survey of AI-Driven Small-Molecule Drug Discovery
Houman Kazemzadeh, Kiarash Mokhtari, Seyed Reza Tavakoli, Nazanin Mirzaei, Ali Reza Keivanimehr, Shayan Majidifar, Ali Behrad, Farbod Davoodi, et al.
ChemRxiv, 2026. DOI / source
An Intelligent Safety‐Driven Design and Verification of ECG Telehealth Systems: A Model‐Based Approach and Case Study
Septavera Sharvia, Anuoluwapo Akintoye, Koorosh Aslansefat, Yiannis I. Papadopoulos, Seyed‐Ali Sadegh‐Zadeh
Quality and Reliability Engineering International, 2026. DOI / source
Runtime Uncertainty Monitoring for LLM-Based Multi-agent Systems Using Bayesian Networks
Bart Custers, Koorosh Aslansefat
Lecture notes in computer science, 2026. DOI / source
EcoFair: Energy-efficient inference routing for edge AI under data degradation
Mostafa Anoosha, Dhavalkumar Thakker, Kuniko Paxton, Koorosh Aslansefat, Bhupesh Kumar Mishra, Baseer Ahmad, Rameez Raja Kureshi
Ad Hoc Networks, 2026. DOI / source
Human-Centered Explainable AI for TinyML Edge Devices: A Pareto-Based Selection Framework with LLM-Guided Design
Zeinab Dehghani, Dhavalkumar Thakker, Koorosh Aslansefat, Kuniko Paxton, Bhupesh Kumar Mishra, Baseer Ahmad, Rameez Raja Kureshi
arXiv (Cornell University), 2026. DOI / source
Data Safety: Synthetic Data Quality Analysis Using CIFAKE Dataset
Kuniko Paxton, Amila Akagić, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
arXiv (Cornell University), 2026. DOI / source
ConceptSMILE: Auditing the Trustworthiness of Concept-Based Explainable AI
Mohadeseh Mollapour, Koorosh Aslansefat, Zeinab Dehghani, Bhupesh Kumar Mishra, Tejal Shah, Zhibao Mian
arXiv (Cornell University), 2026. DOI / source
When Words Move Markets: Interpretable Behavioural and Robustness Analysis of LLMs for Financial Sentiment Reasoning via Local Perturbation Explanations
Sania Verma, Koorosh Aslansefat, Joyjit Chatterjee, Akash Marar, Anu Mehra, Aisha Ekundayo
Lecture notes in computer science, 2026. DOI / source
Bayesian Uncertainty Propagation for Agentic RAG Pipelines: A Proof-of-Concept Study on Multi-Hop Question Answering
Louis Donaldson, Connor Walker, Koorosh Aslansefat, Yiannis Papadopoulos
arXiv (Cornell University), 2026. DOI / source
Risk Assessments for Evasive Emergency Maneuvers in Autonomous Vehicles
Aliasghar Arab, Milad Khaleghi, Koorosh Aslansefat
arXiv (Cornell University), 2026. DOI / source
A Multi-Modal Dataset for Ground Reaction Force Estimation Using Consumer Wearable Sensors
Parvin Ghaffarzadeh, Debarati Bhunia Chakraborty, Koorosh Aslansefat, Ali Dostan, Yiannis I. Papadopoulos
Scientific Data, 2026. DOI / source Cited by 2 in OpenAlex.
Exploring the Impact of Skin Color on Skin Lesion Segmentation
Kuniko Paxton, Medina Kapo, Amila Akagić, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis I. Papadopoulos
arXiv (Cornell University), 2026. DOI / source
Evaluating a Multi-Agent Voice-Enabled Smart Speaker for Care Homes: A Safety-Focused Framework
Zeinab Dehghani, Rameez Raja Kureshi, Koorosh Aslansefat, Faezeh Alsadat Abedi, Dhavalkumar Thakker, Lisa Greaves, Bhupesh Kumar Mishra, Baseer Ahmad, et al.
arXiv (Cornell University), 2026. DOI / source
Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis I. Papadopoulos, Tanaya Maslekar
IEEE Journal of Biomedical and Health Informatics, 2026. DOI / source Cited by 1 in OpenAlex.
Edge-First Ground Reaction Force Estimation with Consumer Smartwatches
Parvin Ghaffarzadeh, Debarati Chakraborty, Koorosh Aslansefat, Ali Dostan, Yiannis Papadopoulos
IEEE Internet Computing, 2026. DOI / source
Automatically updated from OpenAlex using ORCID 0000-0001-9318-8177. Google Scholar remains available as the public profile: Koorosh Aslansefat.
Selected Papers¶
SafeLLM: Domain-Specific Safety Monitoring for Large Language Models
Walker, C., Rothon, C., Aslansefat, K., Papadopoulos, Y., and Dethlefs, N.
IOP Journal of Physics, 2875(1), 1-19, 2024.
Measuring AI Fairness in a Continuum Maintaining Nuances
Paxton, K., Aslansefat, K., Thakker, D., and Papadopoulos, Y.
IEEE Internet Computing, 28(5), 11-19, 2024.
Explaining black boxes with a SMILE
Aslansefat, K., Hashemian, M., Walker, M., Akram, M. N., Sorokos, I., and Papadopoulos, Y.
IEEE Software, 41(1), 87-97, 2023.
A Review of the Applications of Explainable Machine Learning for Lithium-Ion Batteries
Faraji Niri, M., Aslansefat, K., Haghi, S., Hashemian, M., Daub, R., and Marco, J.
Energies, 16(17), 6360, 2023.
Toward improving confidence in autonomous vehicle software
Aslansefat, K., Kabir, S., Abdullatif, A., Vasudevan, V., and Papadopoulos, Y.
IEEE Computer, 54(8), 66-76, 2021.
SafeDrones: Real-Time Reliability Evaluation of UAVs
Aslansefat, K., Nikolaou, P., Walker, M., et al.
International Symposium on Model-Based Safety and Assessment, Springer, 2022.
SafeML: Safety Monitoring of Machine Learning Classifiers
Aslansefat, K., Sorokos, I., Whiting, D., et al.
International Symposium on Model-Based Safety and Assessment, Springer LNCS 12297, 2020.