Author

Lan Ma

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Preprint Aug 2026

STAR: Structured Tokenization and Target-Aware Interest Representation for PCVR Prediction

This paper presents STAR (Structured Tokenization and Target-Aware Interest Representation), a practical framework for the KDD Cup 2026 Tencent UniRec Challenge that combines structured feature tokenization with target-aware interest representation on top of a HyFormer-style multi-sequence backbone.

Yi-min Xu, Ruihao Zhang, Ying Song et al. · 0 citations

Preprint Aug 2026

LLaVAFlow: Preserving Latent Alignment Flow for Parameter-Efficient Multimodal Fine-Tuning

This work argues that cross-modal alignment is implicitly captured in the information-compression trajectory, and proposes LLaVAFlow, an information-theoretic distillation framework that preserves alignment flow and enhances both downstream performance and generalization.

Mu-Yao Yuan, Mu-Yan Jiao, Jiang-Yong Ying et al. · 0 citations