Selected Publications

NeurIPS 2025

Privacy-Preserving Inference via Zero-Knowledge Transformers

Nova Neural, Elena Rostova, Marcus Chen

[Paper PDF] [Codebase]
ICML 2025

Gradient Leakage Limits in Decentralized Fine-Tuning

Nova Neural, Liam Fitzpatrick

[Paper PDF]
CVPR 2024

Self-Supervised Spatial Logic in Neural Vision Networks

Sarah Jenkins, Nova Neural

[Paper PDF]
ICLR 2024

Sparse Weight Allocation via Neural-Quantum Hybrid Nets

Nova Neural, Marcus Chen

[Paper PDF] [Arxiv]
Nature MI 2023

Decentralized Consensus Protocols for Safe Artificial General Intelligence

Nova Neural, Elena Rostova

[Nature Link]