publications

2026

1. ASOC

   Data-Centric Single Teacher Guided Knowledge Distillation for Alleviating Sub-Optimal Supervision in Image Classification

   Karthick Sharma and Bhagya Nathali Silva

   Applied Soft Computing Journal, 2026

   In Press
2. Preprint

   ED-Triage-Agent: A Framework for Human-AI Collaborative Emergency Triage

   Karthick Sharma, Harikrishnan Sivadas, and Sandeep Reddy

   medRxiv, 2026

   DOI HTML

2025

1. ICDE

   Scalable Machine Learning for Real-Time Fault Diagnosis in Industrial IoT Cooling Roller Systems

   Dandan Zhao, Karthick Sharma, Hongpeng Yin, and 2 more authors

   In IEEE International Conference on Data Engineering (ICDE), 2025

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2. ISBI

   MUM: Enhancing Medical Diagnostics through Unpaired Multimodal Data Integration

   Karthick Sharma, Mokeeshan Vathanakumar, Gamika Seneviratne, and 1 more author

   In IEEE International Symposium on Biomedical Imaging (ISBI), 2025

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2023

1. EMNLP

   SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Dynamic Data Streams

   Yuhao Wu, Karthick Sharma, Chun Wei Seah, and 1 more author

   In Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

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2. arXiv

   Online Continual Knowledge Learning for Language Models

   Tongjun Shi, Yuhao Wu, Karthick Sharma, and 3 more authors

   arXiv preprint arXiv:2311.09632, 2023

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