1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025
MLPMoE: Zero-Shot Architectural Metamorphosis of Dense LLM MLPs into Static Mixture-of-Experts
Ivan Novikov
Large Language Models (LLMs) are predominantly deployed as dense transformers, where every parameter in every feed-forward block is activated for every token. While architecturally…
cs.CR2025★ 1 cited
A2AS: Agentic AI Runtime Security and Self-Defense
Eugene Neelou, Ivan Novikov, Max Moroz +15
The A2AS framework is introduced as a security layer for AI agents and LLM-powered applications, similar to how HTTPS secures HTTP. A2AS enforces certified behavior, activates mode…
cs.CV2024
Enhanced Parking Perception by Multi-Task Fisheye Cross-view Transformers
Antonyo Musabini, Ivan Novikov, Sana Soula +6
Current parking area perception algorithms primarily focus on detecting vacant slots within a limited range, relying on error-prone homographic projection for both labeling and inf…