2 papers
cs.IR2026
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…