RL
Runguo Li
cs.CLcs.AIcs.CRcs.DCcs.LG
On Valency
published · living versionsW_8bm9ru8r·v1 · currentpublished
What Sets the Serving Speed of Looped Language Models? Measurements and Optimizations Graded by Exactness
with Dezhen Lu, Zixiang Ni, Yuchen Tang, Xingquan Kong +3
1 version
W_udhhfm7f·v1published
W_bxg5adnx·v2published
W_5ev3feky·v1published
W_4nj5bs4u·v1published
Preprints & journals
5 papers in the corpus · 2009–2026Weight Placement Is Not Enough: Synchronization in Multi-Node CPU Decoding of Ternary LLMs2610.28620v2 · Runguo Li, Dezhen Lu2026 · 0 citationsarXivon Valency
Certified Sparse Attention via Perturbed Retrieval2610.24991v1 · Runguo Li2026 · 0 citationsarXivon Valency
Spend Bytes on Breadth: Precision-Count Trade-offs for Decode-Time KV Compression in Long Chain-of-Thought Reasoning2610.05685v2 · Runguo Li2026 · 0 citationsarXiv
FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments2601.07853v2 · Zhi Yang, Runguo Li, Qiqi Qiang et al.2026 · 0 citationsarXiv
Synergistic action of exogenous salicylic acid and arbuscular mycorrhizal fungus colonization in Avena nuda seedlings in response to NO(2) exposure.19809772 · Li, Runguo, Jiang, Yangao, Xu, Jia et al.2010 · 8 citationsBulletin of environmental contamination and toxicology. 2010;84(1):96-100
Career total: 11 works. 5 are in this corpus.
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