Jing Zhu

Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation

2020 · arXiv (Cornell University)

The aim of session-based recommendation is to predict the users' next clicked item, which is a challenging task due to the inherent uncertainty in user behaviors and anonymous implicit feedback information. A powerful session-based recommender …

An Analysis of Tourists’ Experience Visiting Museum using Online Review and Grade - Focused on the Tourists of Shaanxi History Museum in Xi’an

2023 · The Journal of Korea Landscape Council

본 연구는 문화유산 관광의 주요 자원으로 기능하고 있는 박물관을 방문하는 관광객들의 관광경험을 이해하기 위해 온라인 리뷰 및 평점 데이터를 활용하여 소셜네트워크 분석을 진행하였다. 이를 위해 본 연구는 중국의 대표 문화유산 관광도시인 시안의 산시 역사박물관을 연구대상지로 …

On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks

2024 · arXiv (Cornell University)

Heterophily, or the tendency of connected nodes in networks to have different class labels or dissimilar features, has been identified as challenging for many Graph Neural Network (GNN) models. While the challenges of applying GNNs …

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning

2025

Graph machine learning has made significant strides in recent years, yet the integration of visual information with graph structure and its potential for improving performance in downstream tasks remains an underexplored area. To address this …