Output
What the lab has published.
Preprints, journal articles and datasets. Nearly every entry carries a student name beside the mentor's — that is the point of the place.
01 — Preprints
Under review and in circulation.
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[01]
2025
Gurpreet Singh. “Vision–Language Foundation Models and Multimodal Large Language Models: A Comprehensive Survey of Architectures, Benchmarks, and Open Challenges.” Preprints by MDPI.
Under review -
[02]
2025
Gurpreet Singh, Trina Banerjee, Nishaa Ghosh. “Tracing the Evolution of Artificial Intelligence: A Review of Tools, Frameworks, and Technologies (1950–2025).” arXiv · Preprints by MDPI.
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[03]
2025
Gurpreet Singh. “A Review of Multimodal Vision-Language Models: Foundations, Applications, and Future Directions.” arXiv · Preprints by MDPI.
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[04]
2025
Gurpreet Singh, Sundareswari Thiyagarajan. “The Multiple Approaches for Drug–Drug Interaction Extraction using Machine Learning and Transformer-Based Models.” SSRN · bioRxiv.
02 — Journal Articles
Peer-reviewed and published.
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[01]
2025
Alisha Naaz, Asma Syed, Vantala Akhila, Gurpreet Singh. “AI-Assisted Storytelling: Enhancing Narrative Creation in Digital Media.” International Journal of Engineering Development and Research.
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[02]
2025
Gurpreet Singh, Nishaa Ghosh, Trina Banerjee. “Tracing the Evolution of Artificial Intelligence: A Review of Tools, Frameworks, and Technologies (1950–2025).” World Journal of Applied Mathematics and Statistics.
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[03]
2025
Gurpreet Singh. “Generative AI in Cybersecurity: Challenges, Limitations, and Future Directions.” Journal of Information, Security and Data Science.
Under review -
[04]
Fall 2024
Gurpreet Singh, S. Singh, N. Rehmani, P. Kumari, S. V. Varshini. “The Role of Data Analytics in Driving Business Innovation and Economic Growth — A Comparative Study Across Industries.” International Journal of Innovative Research in Engineering and Management.
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[05]
Spring 2024
Gurpreet Singh, Prof. Saurabh Singh. “Assessing the Vulnerabilities and Impacts of Open SSH Ports on CentOS 9 Virtual Machines Hosted on Mac ARM Computers (CVE-2023-25136).” Journal IDPR.
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[06]
Aug 2023
Nuzhat Rehmani. Research article published under The Korean Academy, marking an early academic milestone aligned with CAAI’s vision. The Korean Academy.
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[07]
2022
Gurpreet Singh, Prof. Preethi Ananthachari. “Repercussion of ChatGPT in Cybersecurity.” International Journal of Research Publication and Reviews, vol. 4(2), pp. 1429–1430.
03 — Datasets
Released openly.
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[01]
Jul 2025
Gurpreet Singh. “Synthetic Image Dataset of Five Object Classes Generated Using Stable Diffusion XL.” Zenodo.
Your name here
Twelve outputs, mostly first papers.
Almost everyone listed above was writing their first paper when they started. That is the whole design of the lab — you arrive with a question and leave with a citation.