LC

Lizhou Cai

cs.LGcs.AIcs.CL

On Valency

published · living versions

W_4z2ggxnu·v1 · currentpublished

Does Scaling Toward AGI Depend on What System-1 Lets System-2 Execute?

with Qi Wang, Yun Qu, Heming Zou, Haoang Chi +8

1 version

Preprints & journals

4 papers in the corpus · 2026

Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling2610.14913v1 · Jiarong Wen, Qi Tao, Kaiyu Zhang et al.2026 · 0 citationsarXiv

You Only Edit Once: Incentivizing In-Context Capability of LLMs via Local Demonstration Refinement2609.33609v2 · Jiarong Wen, Qi Wang, Yun Qu et al.2026 · 0 citationsarXiv

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning2606.11119v2 · Heming Zou, Qi Wang, Yun Qu et al.2026 · 0 citationsarXiv

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex2605.06139v2 · Yun Qu, Qi Wang, Yixiu Mao et al.2026 · 0 citationsarXiv

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

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