Xia, Shuyin

7 publications

IJCAI 2025 Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing Shuyin Xia, Xiaojiang Tian, Suzhen Yuan, Jeremiah D. Deng

IJCAI 2025 GBGC: Efficient and Adaptive Graph Coarsening via Granular-Ball Computing Shuyin Xia, Guan Wang, Gaojie Xu, Sen Zhao, Guoyin Wang

IJCAI 2025 Granular-Ball-Induced Multiple Kernel K-Means Shuyin Xia, Yifan Wang, Lifeng Shen, Guo-Yin Wang

AAAI 2025 Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training Shuyin Xia, Xinjun Ma, Zhiyuan Liu, Cheng Liu, Sen Zhao, Guoyin Wang

AAAI 2025 Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li

AAAI 2024 Multi-Granularity Causal Structure Learning Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang

ICML 2024 Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation Jiashun Liu, Jianye Hao, Yi Ma, Shuyin Xia