Rongrong Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Graph Classification

Outlier Detection

Top Venues

IEEE Trans. Cybern.

Publications

Rongrong Ma, Zhen Ji, Yifan Yao, Yalong Lei
Monitoring-edge-geodetic numbers of radix triangular mesh and Sierpiński graphs. Int. J. Parallel Emergent Distributed Syst. 39 (3) (2024)
Rongrong Ma, Guansong Pang, Ling Chen
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks. CoRR (2024)
Rongrong Ma, Guansong Pang, Ling Chen
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks. CoRR (2024)
Minglong Lei, Pei Quan, Rongrong Ma, Yong Shi, Lingfeng Niu
DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation. IEEE Trans. Cybern. 52 (2) (2022)
Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. WSDM (2022)
Honggang Yang, Shaowen Li, Lijing Tu, Rongrong Ma, Yin Chen
Unsupervised Outlier Detection Mechanism for Tea Traceability Data. IEEE Access 10 (2022)
Chunlin Chen, Jing Wang, Liming Wu, Gewen Sun, Shaohua Chang, Junze Tong, Rongrong Ma, Zixuan Wang, Xiaolong Wang
An automatic fiber coupling system utilizing a modified evolutionary algorithm. DASC/PiCom/CBDCom/CyberSciTech (2021)
Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. CoRR (2021)
Yanbing Jia, Tao Huang, Yubo Li, Rongrong Ma
Parameter Setting Strategy for the Controller of the DFIG Wind Turbine Considering the Small-Signal Stability of Power Grids. IEEE Access 8 (2020)
Jianyu Miao, Heling Cao, Xiao-Bo Jin, Rongrong Ma, Xuan Fei, Lingfeng Niu
Joint Sparse Regularization for Dictionary Learning. Cogn. Comput. 11 (5) (2019)
Anda Tang, Rongrong Ma, Jianyu Miao, Lingfeng Niu
Regularization for Deep Neural Networks. ICDS (2019)
Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang
Regularization for Learning Sparse Deep Neural Networks. CoRR (2019)
Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang
Transformed ℓ1 regularization for learning sparse deep neural networks. Neural Networks 119 (2019)
Yong Shi, Minglong Lei, Rongrong Ma, Lingfeng Niu
Learning Robust Auto-Encoders With Regularizer for Linearity and Sparsity. IEEE Access 7 (2019)
Rongrong Ma, Lingfeng Niu
Compact Deep Neural Networks with ℓ1, 1 and ℓ1, 2 Regularization. ICDM Workshops (2018)
Rongrong Ma, Lingfeng Niu
A Survey of Sparse-Learning Methods for Deep Neural Networks. WI (2018)