Research Activity

My research interests are Multimodal NLP and Computer Vision. A few seletced publications of mine are listed below. My detailed list of publications can be found here [All publications]

Publications

Agentic Retrieval‐Augmented Generation for Time Series Analysis
Chidaksh Ravuru, Sagar Sakhinana, Venkataramana Runkana
KDD-Undergraduate Consortium (KDD-UGC), KDD 2024 [arxiv]

Reprogramming Foundational Large Language Models(LLMs) for Enterprise Adoption for Spatio‐Temporal Forecasting Applications: Unveiling a New Era in Copilot‐Guided Cross‐Modal Time Series Representation Learning
Sagar Sakhinana, Chidaksh Ravuru, Sannidhi Geethan, Venkataramana Runkana
Deployable AI Workshop (DAI), AAAI 2024 [arxiv]
AI to Accelerate Science and Engineering (AI2ASE), AAAI 2024

Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption
Sakhinana Sagar Srinivas, Chidaksh Ravuru, Geethan Sannidhi, Venkataramana Runkana
ML for Life and Material Science: From Theory to Industry Applications, ICML 2024, Vienna, Austria [arxiv]

RESTORE: Graph Embedding Assessment Through Reconstruction
Hong Yung Yip, Chidaksh Ravuru, Neelabha Banerjee, Shashwat Jha, Amit Sheth, Aman Chadha, Amitava Das
Arxiv Preprint [arxiv]