2 papers
cs.CL2026
Understanding the Physics of Key-Value Cache Compression for LLMs through Attention Dynamics
Samhruth Ananthanarayanan, Ayan Sengupta, Tanmoy Chakraborty
As context windows in LLMs scale to 100K+ tokens, the key-value (KV) cache becomes the dominant memory bottleneck, with recent methods claiming 80-90% savings and minimal benchmark…
cs.AI2025
Enhancing IoT based Plant Health Monitoring through Advanced Human Plant Interaction using Large Language Models and Mobile Applications
Kriti Agarwal, Samhruth Ananthanarayanan, Srinitish Srinivasan +1
This paper presents the development of a novel plant communication application that allows plants to "talk" to humans using real-time sensor data and AI-powered language models. Ut…