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Yibo Jacky Zhang

2 accepted papers

2025

Aligning Compound AI Systems via System-level DPO

NeurIPS 2025poster

Compound AI systems, comprising multiple interacting components such as LLMs, foundation models, and external tools, have demonstrated remarkable improvements compared to single models in various tasks. To ensure their effective deployment in real-world applications, aligning these systems with huma…

Cited by 0SourceScholar
2024

Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting

ICLR 2024poster

Federated Domain Adaptation (FDA) describes the federated learning (FL) setting where source clients and a server work collaboratively to improve the performance of a target client where limited data is available. The domain shift between the source and target domains, coupled with limited data of t…