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Weili Xu

2 accepted papers

2026

ThunderAgent: A Fast, Simple, and Program-Aware Agentic Inference System

ICML 2026spotlight

Large language models (LLMs) are now used to power complex multi-turn agentic workflows. Existing services run agentic inference by assembling isolated components: an LLM inference engine (e.g., vLLM) and a tool orchestrator (e.g., Kubernetes). Although agentic workflows involve multiple LLM and too…

Cited by 0SourceScholar
2025

Bringing RNNs Back to Efficient Open-Ended Video Understanding

ICCV 2025poster

The challenge of long video understanding lies in its high computational complexity and prohibitive memory cost, since the memory and computation required by transformer-based LLMs scale quadratically with input sequence length. We propose AuroraLong to address this challenge by replacing the LLM co…

Cited by 0SourcePDFScholar