16 citations · 21 across the 5 of their papers we have counts for
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cs.LG2026
Making medical vision-language models think causally across modalities with retrieval-augmented cross-modal reasoning
Weiqin Yang, Haowen Xue, Qingyi Peng +3
Medical vision-language models (VLMs) achieve strong performance in diagnostic reporting and image-text alignment, yet their underlying reasoning mechanisms remain fundamentally co…
cs.LG2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
Shirley Wu, Shiyu Zhao, Qian Huang +7
Large language model (LLM) agents have demonstrated impressive capabilities in utilizing external tools and knowledge to boost accuracy and reduce hallucinations. However, developi…