29 citations · 38 across the 8 of their papers we have counts for
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cs.CL2026
NLPG: Natural-Language Policy Gradients for Self-Evolving Language Agents
Xu Liu, WenZhang Wei, Jun Cao +4
Large language model agents increasingly rely on compound programs for retrieval, tool use, reasoning, and verification, yet their failures often arise from local procedural decisi…
cs.CV2026
Variational Adapter for Cross-modal Similarity Representation
WenZhang Wei, Zhipeng Gui, Dehua Peng +2
The core of vision-language models lies in measuring cross-modal similarity within a unified representation space. However, most image-text matching or multi-class image classifica…