most citedModality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation

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cs.IR2026

KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at Taobao

Zhi Sun, Wenming Zhang, Yi Wei +4

Large Language Models (LLMs) are equipped with profound semantic knowledge, making them a natural choice for injecting semantic generalization into personalized search systems. How…