Publications

Pendyala, M., Goel, U., Samuel, J., Patel, P., Kanakia, J., Pelaez, A., Savalia, N., & Khanna, T. (2025, May 24). Sentiment Lost in Preprocessing? Analysis of Emoji-Inclusive vs. Emoji-Exclusive Methods with Traditional Lexicons-Dictionaries and AI-ML/LLM Strategies. Paper presented at ICTIS 2025, New York, USA.

Journal & Conference Publications

Samuel, J., Ayala, J., Bose, U., Julia, M., Pendyala, M., Esha, K., & Patel, K. (2025, November). Unlocking Business Value with Generative AI: Economic Value Assessment for Chatbots and Gen AI ROI Discovery. Accepted for presentation and inclusion in the proceedings of the 52nd Annual Northeast Business & Economics Association (NBEA) Conference, Seaview Hotel, Galloway, NJ, USA.

Pendyala, M., Khanna, T., & Samuel, J. (2025, May 16). Emoji Augmented AI Chatbot (EACh): Improving NLU and NLG for Social Communications in RAG-LLMs with Emoji-Awareness. Extended abstract presented at the NJBDA Annual Symposium, William Paterson University, New Jersey, USA.

Pendyala, M., & Ramsundar, A. (2025). AI-driven drug repurposing using multi-modal deep learning & graph neural networks. arXiv preprint arXiv:2509.xxxxx.

Preprints & Theses

Pendyala, M. (2024). Pulsar Detection with Deep Learning. Master’s thesis, Indian Institute of Science Education and Research (IISER) Bhopal. arXiv preprint arXiv:2410.xxxxx.

Presentations

Pendyala, M., Khanna, T., & Samuel, J. (2025, May 16). Emoji Augmented AI Chatbot (EACh): Improving NLU and NLG for Social Communications in RAG-LLMs with Emoji-Awareness. Presented at the 2025 NJBDA Annual Symposium, William Paterson University, Wayne, NJ.

Pendyala, M., Goel, U., Samuel, J., Patel, P., Kanakia, J., Pelaez, A., Savalia, N., & Khanna, T. (2025, May 24). Sentiment Lost in Preprocessing? Analysis of Emoji-Inclusive vs. Emoji-Exclusive Methods with Traditional Lexicons-Dictionaries and AI-ML/LLM Strategies. Presented at ICTIS 2025, New York, USA.

Pendyala, M. (2025, July). AI-driven drug repurposing using multi-modal deep learning & graph neural networks. Talk presented at SciPy India 2025, Online.