Effective State Space Exploration with Phase State Graph Generation and Goal-based Path Planning. - Sinuo Zhang; Jifeng Hu; Xinqi Du; Zhejian Yang; Yang Yu; Hechang Chen (IJCNN, 2024)

Uncertainty-Aware Contrastive Learning for semi-supervised named entity recognition. - Kang Yang; Zhiwei Yang 005; Songwei Zhao; Zhejian Yang; Sinuo Zhang; Hechang Chen (Knowl. Based Syst., 2024)

Conditional Diffusion Model with OOD Mitigation as High-Dimensional Offline Resource Allocation Planner in Clustered Ad Hoc Networks. - Kechen Meng; Sinuo Zhang; Rongpeng Li; Chan Wang; Ming Lei; Zhifeng Zhao (CoRR, 2025)

A Flexible Diffusion Convolution for Graph Neural Networks. - Songwei Zhao; Bo Yu 013; Kang Yang; Sinuo Zhang; Jifeng Hu; Yuan Jiang 007; Philip S. Yu; Hechang Chen (IEEE Trans. Knowl. Data Eng., 2025)