📝 Publications
View my full list of research papers on Google Scholar.
🏥 AI in Healthcare
ACMUc-PrUn: Uncertainty-Calibrated Machine Unlearning using Vision-Language Models for Clinical Decision Support
Farhan Sheth, Mohd Mujtaba Akhtar, Girish, Muskaan Singh, Alexander Davey. ACM Transactions on Computing for Healthcare, 2026. |
🔒 Privacy & Security
PREPRINTSelective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models
Farhan Sheth*, Ziyuan Yang*, Yongying Lan, Si Yong Yeo. ArXiv, 2026. |
🗣️ Speech, Audio & Synthetic Media
INTERSPEECHSynergizing Zero-Shot Cross-Lingual Alzheimer Detection with Language-Invariant Multimodal Bi-Geometric Adversarial Learning
Girish*, Mohd Mujtaba Akhtar*, Farhan Sheth*, Muskaan Singh, Juliana Gerard, Paula McClean, Kongfatt Wong-Lin. Interspeech, 2026.EACLBridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech
Mohd Mujtaba Akhtar*, Girish*, Farhan Sheth*, Muskaan Singh. European Chapter of the Association for Computational Linguistics, 2026.IJCNLP-AACLCurved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces
Farhan Sheth*, Girish*, Mohd Mujtaba Akhtar*, Muskaan Singh. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics, 2025.IJCNLP-AACLTowards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning
Girish*, Mohd Mujtaba Akhtar*, Farhan Sheth, Muskaan Singh. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics, 2025.
🌍 Applied AI
PREPRINTRecruitView: A Multimodal Dataset for Predicting Personality and Interview Performance for Human Resources Applications
Amit Kumar Gupta*, Farhan Sheth*, Hammad Shaikh, et al. ArXiv, 2025. ||
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ICHMTLearning heat: High-fidelity experimental and thermal conductivity predictions in nanofluids via advanced data augmentation and metaheuristic search
Farhan Sheth*, Priya Mathur*, Hammad Shaikh, et al. International Communications in Heat and Mass Transfer, 2026. ||
🌿 AI in Earth Sciences
EAAIAn advanced artificial intelligence framework integrating ensembled convolutional neural networks and Vision Transformers for precise soil classification with adaptive fuzzy logic-based crop recommendations
Farhan Sheth, Priya Mathur, Amit Kumar Gupta, Sandeep Chaurasia. Engineering Applications of Artificial Intelligence, 2025. ||
PMHerbify: An ensemble deep learning framework integrating CNNs and Vision Transformers for precise herb identification
Farhan Sheth, Ishika Chatter, Manvendra Jasra, et al. Plant Methods, 2025. ||