Leveraging Social Network and Multimodal Graphs for Micro-Video Popularity Prediction. - Lilong Liu; Shangheng Chen; Shengsheng Qian; Changsheng Xu (ICKG, 2025)

A Large-Scale Dataset for Short-Video Topic Peak Prediction and a Large Heterogeneous Graph Model. - Shangheng Chen; Shengsheng Qian; Quan Fang; Jun Hu 016; Changsheng Xu (ACM Multimedia, 2025)

Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning. - Jun Hu 016; Shangheng Chen; Yufei He; Yuan Li 032; Bryan Hooi; Bingsheng He (AAAI, 2026)

Metapath-Enhanced Language Model Pretraining on Text-Attributed Heterogeneous Graphs. - Shangheng Chen; Quan Fang; Shengsheng Qian; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2026)