Ahatsham Hayat - Publications

Deergha Sharma, Manisha Gupta, Raj K Kovid, Thipendra P Singh, Pradeep Kumar, Ahatsham Hayat, Industry 5.0: Emerging Paradigms for Business, Technology, and Society , CRC Press, Publication date: December 5, 2025

Ahatsham Hayat, Hunter Tridle, Mohammad Rashedul Hasan, From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes , EACL Findings 2026

Ahatsham Hayat, Bilal Khan, Mohammad Rashedul Hasan, ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations, Conference on Empirical Methods in Natural Language Processing (EMNLP 2025) Findings [Acceptance rate: 17%]
Ahatsham Hayat, Helen Martinez, Bilal Khan, Mohammad Rashedul Hasan, A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data, The 29th Conference on Computational Natural Language Learning (CoNLL 2025) [Acceptance rate: 19%]
Ahatsham Hayat, Helen Martinez, Bilal Khan, Mohammad Rashedul Hasan, Harnessing Language Models to Predict and Enhance STEM Engagement Using Non-Cognitive Experiential Data, The 2025 ASEE Annual Conference
Ahatsham Hayat, Mohammad Rashedul Hasan, A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models, The 31st International Conference on Computational Linguistics (COLING 2025)

Ahatsham Hayat, Bilal Khan, Mohammad Rashedul Hasan, Leveraging Language Models for Analyzing Experiential Time-Series Data in Education, The 2024 International Conference on Machine Learning and Applications (ICMLA) [Acceptance rate: 24.3%]
Ahatsham Hayat, Bilal Khan, Mohammad Hasan, Enhancing Transfer Learning for Early Forecasting of Academic Performance by Contextualizing Language Models, The 19th NAACL Workshop on Innovative Use of NLP for Building Educational Applications
Ahatsham Hayat, Sharif Wayne Akil, Helen Martinez, Bilal Khan, Mohammad Rashedul Hasan未必, Hasan, Enhancing Zero-Shot Learning of Large Language Models for Early Forecasting of STEM Performance, The 2024 ASEE Annual Conference

Ahatsham Hayat, Mohammad Rashedul Hasan, The Power of Personalization and Contextualization: Early Student Performance Forecasting with Language Models, The 2023 NeurIPS Workshop on Generative AI for Education (GAIED)
HK Sharma, HF Mahdi, T Choudhury, Ahatsham Hayat, Automated System Configuration Using DevOps Approach, Proceedings of Fourth International Conference on Computer and Communication Technologies, Lecture Notes in Networks and Systems, vol 606, Springer, Singapore

A Haleem,M Javaid ,Ahatsham Hayat, R Suman, S Rab, R P Singh, Cloud computing applications for Industry 4.0: A literature-based study, Journal of Industrial Integration and Management, World Scientific Publishing Company
P Baglat, Ahatsham Hayat, SS Mostafa, F Mendonça, F Morgado-Dias, Comparative analysis and evaluation of YOLO generations for banana bunch detection, Smart Agricultural Technology, Volume 12, 2025, 101100, ISSN 2772-3755

Ahatsham Hayat, F Morgado-Dias, T Choudhury, TP Singh, K Kotecha, FruitVision: A deep learning based automatic fruit grading system, Open Agriculture, vol. 9, no. 1, 2024, pp. 20220276
Ahatsham Hayat, P Baglat, F Mendonça, SS Mostafa, F Morgado-Dias, Machine learning system for commercial banana harvesting, Eng. Res. Express 6 035202

P Baglat, Ahatsham Hayat, F Mendonca, A Gupta, SS Mostafa, F Morgado-Dias, Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review, Sensors, 2023; 23(2):738
IV Manoj, SY Narendranath, PM Mashinini, H Soni, S Rab, S Ahmad, Ahatsham Hayat, et al., Artificial neural network-based prediction assessment of wire electric discharge machining parameters for smart manufacturing, Paladyn, Journal of Behavioral Robotics, Vol. 14 (Issue 1), pp. 20220118
Ahatsham Hayat, Breast Cancer Detection System from Thermal Images using SWIN Transformer, Journal Press India, June 15, 2023

Ahatsham Hayat, F Morgado-Dias, Deep Learning-Based Automatic Safety Helmet Detection System for Construction Safety, Applied Sciences 12, no. 16: 8268
Ahatsham Hayat, F Morgado-Dias, BP Bhuyan, R Tomar, Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches, Information 13, no. 6: 275

Ahatsham Hayat, S Jain, V Shahare, N Arora, S Rab, Real Time Human Activity Recognition Using Smart Phone, Advanced Science, Engineering and Medicine, Volume 12, Number 9, September 2020, pp. 1200-1203(4), American Scientific Publishers

Ahatsham Hayat, A Singh, V Shahare, N Arora, An Efficient System for Early Diagnosis of Breast Cancer using Support Vector Machine, International Journal of Engineering and Advanced Technology

Ahatsham Hayat, Nitin Arora, KP Singh, An Approach towards Real Time Smart Vehicular System Using Internet of Things, International Journal of Research in Engineering, IT and Social Sciences, 2018/10/10

Publications