YH
Yu Huo
cs.AIcs.CLcs.CVcs.LGcs.MAcs.SE
On Valency
published · living versionsW_kbpfrmbk·v1 · currentpublished
What RL Brings to Reasoning: A Few Decisions the Base Model Would Not Make
with Siyu Zhang, Yuquan Lu, Yoshua Y. Li, Yifan Ding +5
1 version
Preprints & journals
8 papers in the corpus · 2026What RL Brings to Reasoning: A Few Decisions the Base Model Would Not Make2610.24663v1 · Siyu Zhang, Yuquan Lu, Yoshua Y. Li et al.2026 · 0 citationsarXivon Valency
MESH-Harness: Self-Improving Agent Harnesses via Bandit-Guided Compositional Evolution2610.05300v1 · Zhiwei Shang, Yu Huo, Mingrong Gong et al.2026 · 0 citationsarXiv
Beyond Prompt or Skill? Attribution-Guided Optimization of Modular LLM Programs2609.32492v1 · Haoran Shou, Haoyue Liu, Yu Huo et al.2026 · 0 citationsarXiv
SIGMA: Skill-Incidence Graphs for Compositional Multi-Agent Design2606.19758v1 · Kun Zeng, Yu Huo, Siyu Zhang et al.2026 · 0 citationsarXiv
From Brewing to Resolution: Tracing the Internal Lifecycle of Code Reasoning in LLMs2606.17648v3 · Siyue Chen, Yifu Guo, Yuquan Lu et al.2026 · 0 citationsarXiv
Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries2605.06978v1 · Kun Zeng, Yu Huo, Siyu Zhang et al.2026 · 0 citationsarXiv
Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought2601.21081v2 · Yu Huo, Siyu Zhang, Kun Zeng et al.2026 · 0 citationsarXiv
RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion2601.03378v2 · Yu Huo, Kun Zeng, Siyu Zhang et al.2026 · 1 citationarXiv
Career total: 8 works. 8 are in this corpus.
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