ZN

Zixiang Ni

0009-0009-6008-6735

cs.AIcs.ARcs.HCcs.LGcs.MMmath.AG

On Valency

published · living versions

W_8bm9ru8r·v1 · currentpublished

What Sets the Serving Speed of Looped Language Models? Measurements and Optimizations Graded by Exactness

with Dezhen Lu, Runguo Li, Yuchen Tang, Xingquan Kong +3

1 version

W_udhhfm7f·v1published

ScaleRLT: Exact Log-Probabilities and Fast Deferred Rollouts for Reinforcement Learning on Looped Transformers

W_bxg5adnx·v2published

Recency Is the Wrong Axis: A Negative Result on Windowed Deepest-Plane KV Caching in Looped Language Models

Preprints & journals

4 papers in the corpus · 2026

ReTaCo: Residual-Target Control for On-Policy Distillation2609.39275v1 · Zixiang Ni, Zhuo Hu, Renjie Cao et al.2026 · 0 citationsarXiv

CARAT: Do Materials LLMs Reason or Recite?2609.38340v1 · Jiajun Wu, Jian Yang, Zixiang Ni et al.2026 · 0 citationsarXiv

The Quartic Hessian Conjecture in Dimension Four2608.14217v1 · Zixiang Ni2026 · 0 citationsarXiv

Read Between the Stickers: Sentiment-Prior Reasoning with Learnable Verbalized Rules for Multimodal Chat Analysis2609.13173v1 · Zixiang Ni, Yifei Xu, Haowen Yang et al.2026 · 0 citationsarXiv

Career total: 6 works. 4 are in this corpus.

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