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SW

Song Wang

cs.AIcs.CVcs.LG

On Valency

published · living versions
W_4qa6ss4r·v1 · currentpublished
PORA: Learning When More Reasoning Pays Off for LLM Agents
with Bo Yan, Qi Zhang, Zhen Tan, Tianlong Chen
1 version

Preprints & journals

4 papers in the corpus · 2026
WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution2610.28423v1 · Junyuan Deng, Xinyi Wu, Zhenyao Wu et al.2026 · 0 citationsarXivon Valency
PROVISO: Provenance-Informed Action Selection for Secure LLM Agents2610.27115v1 · Bo Yan, Qi Zhang, Ziwen Kan et al.2026 · 0 citationsarXivon Valency
PORA: Learning When More Reasoning Pays Off for LLM Agents2610.27119v1 · Bo Yan, Qi Zhang, Zhen Tan et al.2026 · 0 citationsarXivon Valency
MuteBench: Modality Unavailability Tolerance Evaluation for Incomplete Multimodal Fusion2605.15235v2 · Wugeng Zheng, Ziwen Kan, Tianyu Hu et al.2026 · 0 citationsarXiv
Career total: 4 works. 4 are in this corpus.

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