Yixiang Shan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Frequent Subgraph Mining

Reinforcement Learning

Top Venues

Knowl. Based Syst.

Publications

Guanghe Li, Yixiang Shan, Zhengbang Zhu, Ting Long, Weinan Zhang
DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching. CoRR (2024)
Yixiang Shan, Jielong Yang, Yixing Gao
GL-GNN: Graph learning via the network of graphs. Knowl. Based Syst. 299 (2024)
Yixiang Shan, Zhengbang Zhu, Ting Long, Qifan Liang, Yi Chang, Weinan Zhang, Liang Yin
Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning. CoRR (2024)
Bai Zhang, Yixing Gao, Feng Ji, Linbo Xie, Xiaofeng Cao, Yixiang Shan, Jielong Yang
Towards fidelity of graph data augmentation via equivariance. Knowl. Based Syst. 280 (2023)
Yixiang Shan, Jielong Yang, Xiangtao Li, Xionghu Zhong, Yi Chang
GLAE: A graph-learnable auto-encoder for single-cell RNA-seq analysis. Inf. Sci. 621 (2023)
Yixiang Shan, Jielong Yang, Xing Liu, Yixing Gao, Hechang Chen, Shuzhi Sam Ge
Learning the Network of Graphs for Graph Neural Networks. CoRR (2022)