Chennareddy, S. and Winston, C.N., 2025. MConAI: Multilingual Conversational AI for Low-Cost Early Alzheimer's Detection. In Proceedings of the ACM International Conference on Intelligent Computing and its Emerging Applications (pp. 607–612). ACM.

DOI: 10.1145/3789982.3790060

Chennareddy, S. and Winston, C.N., 2025, November. Foundation AI Models for Reliable MRI-Based Dementia Detection. In 2025 2nd International Conference on Intelligent Systems for Cybersecurity (ISCS) (pp. 1-5). IEEE.

DOI: 10.1109/ISCS69371.2025.11385905

Chennareddy, S. and Winston, C.N., 2026. Affordable Conversational AI for Global Dementia Screening. In Alzheimer's Association International Conference (AAIC) Neuroscience Next 2026, P343. AAIC.

DOI: 10.5281/zenodo.19043947

Chennareddy, S. and Ma, A., 2026. Attention-Augmented Temporal Fusion Transformer for Short-Horizon Hypoglycemia Prediction in Type 1 Diabetes. In Endocrine Practice. AACE.

DOI: 10.1016/j.eprac.2026.03.018

Chennareddy, S., Ma, A. and Weng, Y.C., 2026. CropViT: A Climate-Aware Vision Transformer Model for Crop Yield Prediction. In 2026 IEEE International Conference on Machine Learning for Health and Medical Informatics (MLHMI). IEEE.

Conference: MLHMI 2026

Chennareddy, S. and Appala, V.K., 2025. Optimizing AI Model Training Costs with Stratified Sampling and Self-Adaptive Testing. In 2025 IEEE International Conference on Advancement in Computation & Computer Technologies (InCACCT) (pp. 605-609). IEEE.

DOI: 10.1109/InCACCT65424.2025.11011465