NEURIPS 2025 "llm serving optimization" Papers

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Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving

Xinyu Wang, Jonas M. Kübler, Kailash Budhathoki et al.

NEURIPS 2025posterarXiv:2510.23346

Transcending Cost-Quality Tradeoff in Agent Serving via Session-Awareness

Yanyu Ren, Li Chen, Dan Li et al.

NEURIPS 2025poster