3 papers
cs.IR2025
Gated Rotary-Enhanced Linear Attention with Rank Modulation for Long-term Sequential Recommendation
Juntao Hu, Wei Zhou, Haini Cai +3
In Sequential Recommendation Systems (SRSs), Transformer models have demonstrated remarkable performance but face computational and memory cost challenges, especially when modeling…
cs.CV2024
You Only Need Half: Boosting Data Augmentation by Using Partial Content
Juntao Hu, Yuan Wu
We propose a novel data augmentation method termed You Only Need hAlf (YONA), which simplifies the augmentation process. YONA bisects an image, substitutes one half with noise, and…
cs.CL2023
Regularized Conditional Alignment for Multi-Domain Text Classification
Juntao Hu, Yuan Wu
The most successful multi-domain text classification (MDTC) approaches employ the shared-private paradigm to facilitate the enhancement of domain-invariant features through domain-…