4 papers
CTR Prediction on Alibaba's Taobao Advertising Dataset Using Traditional and Deep Learning Models
Hongyu Yang, Chunxi Wen, Jiyin Zhang +3
Click-through rates prediction is critical in modern advertising systems, where ranking relevance and user engagement directly impact platform efficiency and business value. In thi…
KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs
Qi Zhao, Hongyu Yang, Qi Song +2
Large language models (LLMs) have demonstrated remarkable capabilities in various complex tasks, yet they still suffer from hallucinations. By incorporating and exploring external…
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition
Yin Tang, Jiankai Li, Hongyu Yang +3
In an era where social media platforms abound, individuals frequently share images that offer insights into their intents and interests, impacting individual life quality and socie…
Self-supervised Attribute-aware Dynamic Preference Ranking Alignment
Hongyu Yang, Qi Zhao, Zhenhua hu +1
Reinforcement Learning from Human Feedback and its variants excel in aligning with human intentions to generate helpful, harmless, and honest responses. However, most of them rely…