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Showing papers from University of Minnesota, Minneapolis Show all papers

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NeurIPS 2026Scale AIU Minnesota, MinneapolisLLM agents & planning

Wayfinder: Adaptive Resource Routing from Agent Citations

Miguel Romero Calvo, George Karypis

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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medium 0/10
strict 0/5
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NeurIPS 2026Siemens DAIAWS AIGoogleU Minnesota, MinneapolisRL for LLMs

DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts

DualKV eliminates shared-prompt replication in RL training via FlashAttention kernels that process shared and per-sequence KV regions separately, achieving up to 3.82x policy-update speedup.

Jiading Gai, Shuai Zhang, Xiang song, Yuyang (Bernie) Wang and 1 more

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face

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16/20 AI panelreviewers recommend it

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AI panel: 16 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 3/5