Author

Shuaishuai Guo

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Preprint Aug 2026

Topology-Masked Unified Backbone for Joint Feature Interaction and Multi-Domain Sequence Modeling

Large-scale post-click conversion rate (CVR) prediction requires jointly modeling heterogeneous feature interactions and dependencies over multi-domain user behavior sequences. Existing industrial ranking models usually handle these two aspects with separate modules. Recent unified architectures attempt to incorporate...

Zhiwu Zhu, Dezheng Han, Jingjie Xia et al. · 0 citations

#small language model Preprint Aug 2026

Unifying Detection and Adaptation in Task-Free Continual Learning

Experiments show that FiUni can effectively infer latent batch-level task affiliations and achieve competitive performance against advanced task-aware CL methods with fewer trainable parameters.

Dezheng Han, Anlan Zhang, Zhiwu Zhu et al. · 0 citations