HGC-Herd: Efficient Heterogeneous Graph Condensation via Representative Node Herding. - Fuyan Ou; Siqi Ai; Yulin Hu (CoRR, 2025)

A Multi-scale Fused Graph Neural Network with Inter-view Contrastive Learning for Spatial Transcriptomics Data Clustering. - Jianping Mei; Siqi Ai; Ye Yuan (CoRR, 2025)

Multiscale Dual-path Feature Aggregation Network for Remaining Useful Life Prediction of Lithium-Ion Batteries. - Zihao Lv; Siqi Ai; Yanbin Zhang (CoRR, 2025)

Adaptive core-enhanced latent factor model for highly accurate QoS prediction. - Siqi Ai; Peixin Li; Hao Fang; Yonghui Xia (Frontiers Big Data, 2026)