3 papers
cs.MA2026
Attention Tax, Handoff Tax: A Stylised Model of When Multi-Agent LLM Systems Help
Akshit Anchan, Nayonika Sen
Recent work on multi-agent LLM systems reaches sharply different conclusions: some results show that a single agent with the same information and compute should dominate a delegate…
cs.CV2025
Modular Deep Learning Framework for Assistive Perception: Gaze, Affect, and Speaker Identification
Akshit Pramod Anchan, Jewelith Thomas, Sritama Roy
Developing comprehensive assistive technologies requires the seamless integration of visual and auditory perception. This research evaluates the feasibility of a modular architectu…
quant-ph2025
Optimizing Quantum Key Distribution Network Performance using Graph Neural Networks
Akshit Pramod Anchan, Ameiy Acharya, Leki Chom Thungon
This paper proposes an optimization of Quantum Key Distribution (QKD) Networks using Graph Neural Networks (GNN) framework. Today, the development of quantum computers threatens th…