Kai Yang

DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence

Unlocking Trilevel Learning with Level-Wise Zeroth Order Constraints: Distributed Algorithms and Provable Non-Asymptotic Convergence

Grey-box Prompt Optimization and Fine-Tuning for Cloud-Edge LLM Agents

Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization