most citedRobust Recommendation with Implicit Feedback via Eliminating the Effects of Unexpected Behaviors

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cs.IR2026

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation

Zhuang Zhuang, Zhipeng Wei, Rongfeng Guo +4

Generative recommendation benefits from reasoning-enhanced inference, and latent reasoning offers an efficient paradigm by encoding intermediate reasoning processes into compact co…