Siyu Yi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Graph Classification

Metropolis Hastings

Semi Supervised Feature Selection

Top Venues

ACM Trans. Multim. Comput. Commun. Appl.

Pattern Recognit.

J. Comput. Graph. Stat.

Publications

Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu Luo, Zhiping Xiao, Ming Zhang
A Survey of Data-Efficient Graph Learning. CoRR (2024)
Wei Ju, Zhengyang Mao, Ziyue Qiao, Yifang Qin, Siyu Yi, Zhiping Xiao, Xiao Luo, Yanjie Fu, Ming Zhang
Focus on informative graphs! Semi-supervised active learning for graph-level classification. Pattern Recognit. 153 (2024)
Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Yifan Wang, Xiao Luo, Ming Zhang
Hypergraph-enhanced Dual Semi-supervised Graph Classification. CoRR (2024)
Xiao Luo, Wei Ju, Yiyang Gu, Yifang Qin, Siyu Yi, Daqing Wu, Luchen Liu, Ming Zhang
Toward Effective Semi-supervised Node Classification with Hybrid Curriculum Pseudo-labeling. ACM Trans. Multim. Comput. Commun. Appl. 20 (3) (2024)
Wei Ju, Yusheng Zhao, Yifang Qin, Siyu Yi, Jingyang Yuan, Zhiping Xiao, Xiao Luo, Xiting Yan, Ming Zhang
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting. CoRR (2024)
Wei Ju, Yusheng Zhao, Yifang Qin, Siyu Yi, Jingyang Yuan, Zhiping Xiao, Xiao Luo, Xiting Yan, Ming Zhang
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting. Inf. Fusion 107 (2024)
Wei Ju, Yifan Wang, Yifang Qin, Zhengyang Mao, Zhiping Xiao, Junyu Luo, Junwei Yang, Yiyang Gu, Dongjie Wang, Qingqing Long, Siyu Yi, Xiao Luo, Ming Zhang
Towards Graph Contrastive Learning: A Survey and Beyond. CoRR (2024)
Wei Ju, Siyu Yi, Yifan Wang, Zhiping Xiao, Zhengyang Mao, Hourun Li, Yiyang Gu, Yifang Qin, Nan Yin, Senzhang Wang, Xinwang Liu, Xiao Luo, Philip S. Yu, Ming Zhang
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges. CoRR (2024)
Wei Ju, Siyu Yi, Ming Zhang
Evidential Self-Supervised Graph Representation Learning via Prototype-based Consistency. ACM TUR-C (2024)
Siyu Yi, Wei Ju, Yifang Qin, Xiao Luo, Luchen Liu, Yong-Dao Zhou, Ming Zhang
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering. CoRR (2023)
Siyu Yi, Zhengyang Mao, Wei Ju, Yongdao Zhou, Luchen Liu, Xiao Luo, Ming Zhang
Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts. CoRR (2023)
Yingpei Zeng, Fengming Zhu, Siyi Zhang, Yu Yang, Siyu Yi, Yufan Pan, Guojie Xie, Ting Wu
DAFuzz: data-aware fuzzing of in-memory data stores. PeerJ Comput. Sci. 9 (2023)
Wei Ju, Yifang Qin, Siyu Yi, Zhengyang Mao, Kangjie Zheng, Luchen Liu, Xiao Luo, Ming Zhang
Zero-shot Node Classification with Graph Contrastive Embedding Network. Trans. Mach. Learn. Res. 2023 (2023)
Siyu Yi, Zhengyang Mao, Wei Ju, Yong-Dao Zhou, Luchen Liu, Xiao Luo, Ming Zhang
Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts. IEEE Trans. Big Data 9 (6) (2023)
Siyu Yi, Ze Liu, Min-Qian Liu, Yong-Dao Zhou
Global Likelihood Sampler for Multimodal Distributions. J. Comput. Graph. Stat. 32 (3) (2023)
Hongyu Liu, Qingyun Dai, Ya Li, Chuxin Zhang, Siyu Yi, Tao Yuan
The Design Patent Images Classification Based on Image Caption Model. BICS (2019)