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20222026
most citedIs Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation

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cs.AI2026

When and How Order-Flow Interventions Work After Dealers Adapt

Guanghao Wu, Zhuo Cai, Zhidong Li +1

Learning dealer agents can settle on persistently wide quotes, raising what customers pay to trade. A venue can route more orders to tighter quotes, but a wide quote may reflect re…