3 papers
stat.ME2025
Modeling Non-Uniform Hypergraphs Using Determinantal Point Processes
Yichao Chen, Jingfei Zhang, Ji Zhu
Most statistical models for networks focus on pairwise interactions between nodes. However, many real-world networks involve higher-order interactions among multiple nodes, such as…
stat.ME2025
Modeling Hypergraphs with Diversity and Heterogeneous Popularity
Xianshi Yu, Ji Zhu
While relations among individuals make an important part of data with scientific and business interests, existing statistical modeling of relational data has mainly been focusing o…
cs.IR2024
EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
Chiyu Zhang, Yifei Sun, Minghao Wu +9
Content-based recommendation systems play a crucial role in delivering personalized content to users in the digital world. In this work, we introduce EmbSum, a novel framework that…