A Post-processing Machine Learning for Activity Recognition Challenge with OpenStreetMap Data. - Shiyao Huang; Junliang Lyu; Sinian Zhang; Ruiying Tang; Huan Xiao; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs. - Yongkang Xiao; Sinian Zhang; Huixue Zhou; Mingchen Li; Han Yang; Rui Zhang 028 (J. Biomed. Informatics, 2024)

Wasserstein Transfer Learning. - Kaicheng Zhang; Sinian Zhang; Doudou Zhou; Yidong Zhou (CoRR, 2025)

DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains. - Yongkang Xiao; Sinian Zhang; Yi Dai; Huixue Zhou; Jue Hou; Jie Ding; Rui Zhang (CoRR, 2025)

Generalized Linear Markov Decision Process. - Sinian Zhang; Kaicheng Zhang; Ziping Xu; Tianxi Cai; Doudou Zhou (CoRR, 2025)