WL

Weikang Li

cs.CLcs.AIcs.CVcs.IRcs.LGcs.SE

On Valency

published · living versions

W_94k6bk6g·v1 · currentpublished

SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?

with Zhaoxi Zhang, Hao Liang, Linxuan Wu, Yiming Xu +5

1 version

Preprints & journals

8 papers in the corpus · 2026

SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?2610.26659v3 · Zhaoxi Zhang, Hao Liang, Linxuan Wu et al.2026 · 0 citationsarXivon Valency

Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory2607.00017v2 · ZhiShu Jiang, Haibo Liu, Xin Shen et al.2026 · 0 citationsarXiv

Trait-Aware Policy Optimization for Autoregressive Multi-Trait Essay Scoring2605.25731v3 · Zhengyang Wang, Sanwoo Lee, Jiaxin Wang et al.2026 · 0 citationsarXiv

RepoZero: Can LLMs Generate a Code Repository from Scratch?2605.07122v3 · Zhaoxi Zhang, Yiming Xu, Jiahui Liang et al.2026 · 0 citationsarXiv

It Takes 8 Tokens: Weak-to-Strong Off-Policy RL via Auxiliary Branches2607.16205v1 · Dayu Wang, Jiaye Yang, Weikang Li et al.2026 · 0 citationsarXiv

Beyond Alignment: Expanding Reasoning Capacity via Manifold-Reshaping Policy Optimization2602.02545v1 · Dayu Wang, Jiaye Yang, Weikang Li et al.2026 · 0 citationsarXiv

Video-MSR: Benchmarking Multi-hop Spatial Reasoning Capabilities of MLLMs2601.09430v1 · Rui Zhu, Xin Shen, Shuchen Wu et al.2026 · 0 citationsarXiv

Decide Then Retrieve: A Training-Free Framework with Uncertainty-Guided Triggering and Dual-Path Retrieval2601.03908v1 · Wang Chen, Guanqiang Qi, Weikang Li et al.2026 · 0 citationsarXiv

Career total: 11 works. 8 are in this corpus.

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