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2020 – today
- 2024
[j16]Sichao Fu
, Xueqi Ma, Yibing Zhan, Fanyu You, Qinmu Peng, Tongliang Liu, James Bailey, Danilo P. Mandic:
Finding core labels for maximizing generalization of graph neural networks. Neural Networks 180: 106635 (2024)- [j15]Sichao Fu, Qinmu Peng, Xiaorui Wang, Yang He, Wenhao Qiu, Bin Zou, Duanquan Xu, Xiao-Yuan Jing, Xinge You:
Jointly Optimized Classifiers for Few-Shot Class-Incremental Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3316-3326 (2024) - [j14]Wuli Wang, Li Zhang, Sichao Fu, Peng Ren, Guangbo Ren, Qinmu Peng, Baodi Liu:
Gradient Guided Multiscale Feature Collaboration Networks for Few-Shot Class-Incremental Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j13]Li Zhang, Sichao Fu, Wuli Wang, Peng Ren, Qinmu Peng, Guangbo Ren, Baodi Liu:
Toward Cross-Domain Class-Incremental Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j12]Sichao Fu, Qiong Cao, Yunwen Lei, Yujie Zhong, Yibing Zhan, Xinge You:
Few-Shot Learning With Dynamic Graph Structure Preserving. IEEE Trans. Ind. Informatics 20(3): 3306-3315 (2024) - 2023
- [j11]Zhengqiang Zhang, Qinmu Peng, Sichao Fu, Wenjie Wang, Yiu-Ming Cheung, Yue Zhao, Shujian Yu, Xinge You:
A Componentwise Approach to Weakly Supervised Semantic Segmentation Using Dual-Feedback Network. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7541-7554 (2023) - [c4]Chengxiang Lei, Sichao Fu, Yuetian Wang, Wenhao Qiu, Yachen Hu, Qinmu Peng, Xinge You:
Self-Supervised Guided Hypergraph Feature Propagation for Semi-Supervised Classification with Missing Node Features. ICASSP 2023: 1-5 - [c3]Sichao Fu, Qinmu Peng, Yang He, Baokun Du, Xinge You:
Towards Unsupervised Graph Completion Learning on Graphs with Features and Structure Missing. ICDM 2023: 1019-1024 - [c2]Wenhao Qiu, Sichao Fu, Jingyi Zhang, Chengxiang Lei, Qinmu Peng:
Semantic-visual Guided Transformer for Few-shot Class-incremental Learning. ICME 2023: 2885-2890 - [i3]Chengxiang Lei, Sichao Fu, Yuetian Wang, Wenhao Qiu, Yachen Hu, Qinmu Peng, Xinge You:
Self-supervised Guided Hypergraph Feature Propagation for Semi-supervised Classification with Missing Node Features. CoRR abs/2302.08250 (2023) - [i2]Wenhao Qiu, Sichao Fu, Jingyi Zhang, Chengxiang Lei, Qinmu Peng:
Semantic-visual Guided Transformer for Few-shot Class-incremental Learning. CoRR abs/2303.15494 (2023) - [i1]Sichao Fu, Qinmu Peng, Yang He, Baokun Du, Xinge You:
Towards Unsupervised Graph Completion Learning on Graphs with Features and Structure Missing. CoRR abs/2309.02762 (2023) - 2022
- [j10]Jun Tang, Yanjiang Wang, Sichao Fu, Baodi Liu, Weifeng Liu:
A graph convolutional neural network model with Fisher vector encoding and channel-wise spatial-temporal aggregation for skeleton-based action recognition. IET Image Process. 16(5): 1433-1443 (2022) - [j9]Sichao Fu, Senlin Wang, Weifeng Liu, Baodi Liu, Bin Zhou, Xinhua You, Qinmu Peng, Xiao-Yuan Jing:
Adaptive graph convolutional collaboration networks for semi-supervised classification. Inf. Sci. 611: 262-276 (2022) - [j8]Sichao Fu, Baodi Liu, Weifeng Liu, Bin Zou, Xinhua You, Qinmu Peng, Xiao-Yuan Jing:
Adaptive multi-scale transductive information propagation for few-shot learning. Knowl. Based Syst. 249: 108979 (2022) - 2021
- [j7]Weifeng Liu, Sichao Fu, Yicong Zhou, Zheng-Jun Zha, Liqiang Nie:
Human activity recognition by manifold regularization based dynamic graph convolutional networks. Neurocomputing 444: 217-225 (2021) - [j6]Sichao Fu, Weifeng Liu, Kai Zhang, Yicong Zhou:
Example-feature graph convolutional networks for semi-supervised classification. Neurocomputing 461: 63-76 (2021) - [j5]Sichao Fu, Weifeng Liu, Kai Zhang, Yicong Zhou, Dapeng Tao:
Semi-supervised classification by graph p-Laplacian convolutional networks. Inf. Sci. 560: 92-106 (2021) - [j4]Sichao Fu, Weifeng Liu, Weili Guan, Yicong Zhou, Dapeng Tao, Changsheng Xu:
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 4:1-4:13 (2021) - [p1]Sichao Fu, Weifeng Liu:
Recent Advances of Manifold-based Graph Convolutional Networks for Remote Sensing Images Recognition. Generalization with Deep Learning 2021: 209-232 - 2020
- [j3]Sichao Fu, Weifeng Liu, Dapeng Tao, Yicong Zhou, Liqiang Nie:
HesGCN: Hessian graph convolutional networks for semi-supervised classification. Inf. Sci. 514: 484-498 (2020)
2010 – 2019
- 2019
- [j2]Sichao Fu, Weifeng Liu, Shuying Li, Yicong Zhou:
Two-order graph convolutional networks for semi-supervised classification. IET Image Process. 13(14): 2763-2771 (2019) - [j1]Sichao Fu, Weifeng Liu, Yicong Zhou, Liqiang Nie:
HpLapGCN: Hypergraph p-Laplacian graph convolutional networks. Neurocomputing 362: 166-174 (2019) - 2018
- [c1]Sichao Fu, Xinghao Yang, Weifeng Liu:
The comparison of different graph convolutional neural networks for image recognition. ICIMCS 2018: 12:1-12:6
Coauthor Index
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