Yixiang Shan

According to our database, Yixiang Shan authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RAD: Retrieval High-quality Demonstrations to Enhance Decision-making.

Lu Guo, Yixiang Shan, Zhengbang Zhu, Qifan Liang, Lichang Song, Ting Long, Weinan Zhang, Yi Chang

CoRR, July, 2025

ContraDiff: Planning Towards High Return States via Contrastive Learning.

Yixiang Shan, Zhengbang Zhu, Ting Long, Qifan Liang, Yi Chang, Weinan Zhang, Liang Yin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency.

Qifan Liang, Yixiang Shan, Haipeng Liu, Zhengbang Zhu, Ting Long, Weinan Zhang, Yuan Tian

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

GL-GNN: Graph learning via the network of graphs.

Yixiang Shan, Jielong Yang, Yixing Gao

Knowl. Based Syst., 2024

Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning.

Yixiang Shan, Zhengbang Zhu, Ting Long, Qifan Liang, Yi Chang, Weinan Zhang, Liang Yin

CoRR, 2024

DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching.

Guanghe Li, Yixiang Shan, Zhengbang Zhu, Ting Long, Weinan Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Towards fidelity of graph data augmentation via equivariance.

Bai Zhang, Yixing Gao, Feng Ji, Linbo Xie, Xiaofeng Cao, Yixiang Shan, Jielong Yang

Knowl. Based Syst., November, 2023

GLAE: A graph-learnable auto-encoder for single-cell RNA-seq analysis.

Yixiang Shan, Jielong Yang, Xiangtao Li, Xionghu Zhong, Yi Chang

Inf. Sci., April, 2023

2022

Learning the Network of Graphs for Graph Neural Networks.

Yixiang Shan, Jielong Yang, Xing Liu, Yixing Gao, Hechang Chen, Shuzhi Sam Ge

CoRR, 2022