Complete Security and Privacy for AI Inference in Decentralized Systems. - Hongyang Zhang; Yue Zhao; Claudio Angione; Harry Yang; James Buban; Ahmad Farhan; Fielding Johnston; Patrick Colangelo (CoRR, 2024)

Model Agnostic Hybrid Sharding For Heterogeneous Distributed Inference. - Claudio Angione; Yue Zhao; Harry Yang; Ahmad Farhan; Fielding Johnston; James Buban; Patrick Colangelo (CoRR, 2024)

Meta-Learning for Speeding Up Large Model Inference in Decentralized Environments. - Yuzhe Yang 006; Yipeng Du 001; Ahmad Farhan; Claudio Angione; Yue Zhao; Harry Yang; Fielding Johnston; James Buban; Patrick Colangelo (CoRR, 2024)

Encrypted Large Model Inference: The Equivariant Encryption Paradigm. - James Buban; Hongyang Zhang; Claudio Angione; Harry Yang; Ahmad Farhan; Seyfal Sultanov; Michael Du; Xuran Ma; Zihao Wang; Yue Zhao; Arria Owlia; Fielding Johnston; et al. (CoRR, 2025)