2 papers
cs.LG2026
Unifying Detection and Adaptation in Task-Free Continual Learning
Dezheng Han, Anbang Zhang, Zhihao Zhu +1
To mitigate catastrophic forgetting in downstream continual learning (CL) for large language models (LLMs), existing methods typically constrain parameter updates or introduce task…
cs.IR2026
Topology-Masked Unified Backbone for Joint Feature Interaction and Multi-Domain Sequence Modeling
Zhihao Zhu, Dezheng Han, Jikang Xia +1
Large-scale post-click conversion rate (CVR) prediction requires jointly modeling heterogeneous feature interactions and dependencies over multi-domain user behavior sequences. Exi…