LL
Linbo Liu
cs.CLcs.AIcs.LGcs.RO
On Valency
published · living versionsW_gwzed6yy·v1 · currentpublished
Steering Black-Box Large Language Model Agents with Pitfall Anticipation World Model
with Jiongxiao Wang, Han Ding, Youzhi Luo, Yawei Wang +2
1 version
Preprints & journals
6 papers in the corpus · 2026Steering Black-Box Large Language Model Agents with Pitfall Anticipation World Model2610.29139v1 · Jiongxiao Wang, Han Ding, Youzhi Luo et al.2026 · 0 citationsarXivon Valency
APEX: Speculate smarter, not deeper2610.07780v1 · Manvi Jha, Zach Zhang, Zhichao Xu et al.2026 · 0 citationsarXiv
Prism-GRPO: Faster VLA Policy Optimization via Splitting Same-outcome Groups2608.17423v1 · Zeyun Deng, Yuzhe Lu, Yawei Wang et al.2026 · 0 citationsarXiv
The Cold-Start Safety Gap in LLM Agents2606.07867v2 · Chung-En Sun, Linbo Liu, Tsui-Wei Weng2026 · 0 citationsarXiv
LLM Agents Already Know When to Call Tools -- Even Without Reasoning2605.09252v2 · Chung-En Sun, Linbo Liu, Ge Yan et al.2026 · 0 citationsarXiv
CLEAR: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection2604.07487v3 · Linbo Liu, Guande Wu, Han Ding et al.2026 · 0 citationsarXiv
Career total: 6 works. 6 are in this corpus.
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