Chuan Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 99

Top Topics

Complex Networks

Negative Matrix Factorization

Community Detection

Spectral Clustering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Chuan Chen, Ziyue Xu, Weibo Hu, Zibin Zheng, Jie Zhang
FedGL: Federated graph learning framework with global self-supervision. Inf. Sci. 657 (2024)
Chuan Chen, Tianchi Liao, Xiaojun Deng, Zihou Wu, Sheng Huang, Zibin Zheng
Advances in Robust Federated Learning: Heterogeneity Considerations. CoRR (2024)
Yuecheng Li, Jialong Chen, Chuan Chen, Lei Yang, Zibin Zheng
Contrastive Deep Nonnegative Matrix Factorization For Community Detection. ICASSP (2024)
Jinrong Lai, Tong Wang, Chuan Chen, Zibin Zheng
Information-aware Multi-view Outlier Detection. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Yanming Hu, Tianchi Liao, Jialong Chen, Jing Bian, Zibin Zheng, Chuan Chen
Migrate demographic group for fair Graph Neural Networks. Neural Networks 175 (2024)
Ziyue Xu, Mingfeng Xu, Tianchi Liao, Zibin Zheng, Chuan Chen
FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning. CoRR (2024)
Lei Zhang, Lele Fu, Chen Liu, Zhao Yang, Jinghua Yang, Zibin Zheng, Chuan Chen
Toward Few-Label Vertical Federated Learning. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Junlong Chen, Jiawen Kang, Minrui Xu, Zehui Xiong, Dusit Niyato, Chuan Chen, Abbas Jamalipour, Shengli Xie
Multiagent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-Enabled Vehicular Metaverses With Trajectory Prediction. IEEE Internet Things J. 11 (1) (2024)
Tianchi Liao, Jinghua Yang, Chuan Chen, Zibin Zheng
A neural tensor decomposition model for high-order sparse data recovery. Inf. Sci. 658 (2024)
Chuan Chen, Yuecheng Li, Zhenpeng Wu, Chengyuan Mai, Youming Liu, Yanming Hu, Jiawen Kang, Zibin Zheng
Privacy computing meets metaverse: Necessity, taxonomy and challenges. Ad Hoc Networks 158 (2024)
Yuecheng Li, Tong Wang, Chuan Chen, Jian Lou, Bin Chen, Lei Yang, Zibin Zheng
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off. CoRR (2024)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Zhe-Bin Wu, Zibin Zheng
Robust Corrupted Data Recovery and Clustering via Generalized Transformed Tensor Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Taolin Zhang, Chengyuan Mai, Yaomin Chang, Chuan Chen, Lin Shu, Zibin Zheng
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs. ACM Trans. Knowl. Discov. Data 18 (2) (2024)
Lei Zhang, Lele Fu, Chen Liu, Zhao Yang, Jinghua Yang, Zibin Zheng, Chuan Chen
Toward Few-Label Vertical Federated Learning. ACM Trans. Knowl. Discov. Data 18 (7) (2024)
Jining Wang, Delai Qiu, Youming Liu, Yining Wang, Chuan Chen, Zibin Zheng, Yuren Zhou
Contextual Dictionary Lookup for Knowledge Graph Completion. CoRR (2023)
Ziyang Zhang, Chuan Chen, Yaomin Chang, Weibo Hu, Xingxing Xing, Yuren Zhou, Zibin Zheng
SHNE: Semantics and Homophily Preserving Network Embedding. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Yuecheng Li, Yanming Hu, Lele Fu, Chuan Chen, Lei Yang, Zibin Zheng
Community-Aware Efficient Graph Contrastive Learning via Personalized Self-Training. CoRR (2023)
Yuecheng Li, Jialong Chen, Chuan Chen, Lei Yang, Zibin Zheng
Contrastive Deep Nonnegative Matrix Factorization for Community Detection. CoRR (2023)
Junlong Chen, Jiawen Kang, Minrui Xu, Zehui Xiong, Dusit Niyato, Chuan Chen, Abbas Jamalipour, Shengli Xie
Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Prediction. CoRR (2023)
Jining Wang, Chuan Chen, Zibin Zheng, Yuren Zhou
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion. CoRR (2023)
Jing-Hua Yang, Lele Fu, Chuan Chen, Hong-Ning Dai, Zibin Zheng
Cross-view graph matching for incomplete multi-view clustering. Neurocomputing 515 (2023)
Jinrong Lai, Tong Wang, Chuan Chen, Yihao Li, Zibin Zheng
VFedAD: A Defense Method Based on the Information Mechanism Behind the Vertical Federated Data Poisoning Attack. CIKM (2023)
Yu Wang, Chuan Chen, Jinrong Lai, Lele Fu, Yuren Zhou, Zibin Zheng
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Tianchi Liao, Zhebin Wu, Chuan Chen, Zibin Zheng, Xiongjun Zhang
Tensor completion via convolutional sparse coding with small samples-based training. Pattern Recognit. 141 (2023)
Lei Zhang, Lele Fu, Tong Wang, Chuan Chen, Chuanfu Zhang
Mutual Information-Driven Multi-View Clustering. CIKM (2023)
Chuan Chen, Zhenpeng Wu, Yanyi Lai, Wenlin Ou, Tianchi Liao, Zibin Zheng
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond. CoRR (2023)
Xiaoli Li, Siran Zhao, Chuan Chen, Zibin Zheng
Heterogeneity-aware fair federated learning. Inf. Sci. 619 (2023)
Yihao Li, Yanyi Lai, Chuan Chen, Zibin Zheng
VeryFL: A Verify Federated Learning Framework Embedded with Blockchain. CoRR (2023)
Chuan Chen, Yihao Li, Zihou Wu, Mingfeng Xu, Rui Wang, Zibin Zheng
Towards Reliable Utilization of AIGC: Blockchain-Empowered Ownership Verification Mechanism. IEEE Open J. Comput. Soc. 4 (2023)
Yihao Li, Yanyi Lai, Tianchi Liao, Chuan Chen, Zibin Zheng
Tokenized Model: A Blockchain-Empowered Decentralized Model Ownership Verification Platform. CoRR (2023)
Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin
Distributed Evolution Strategies for Black-Box Stochastic Optimization. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Yaomin Chang, Chuan Chen, Weibo Hu, Zibin Zheng, Xiaocong Zhou, Shouzhi Chen
Megnn: Meta-path extracted graph neural network for heterogeneous graph representation learning. Knowl. Based Syst. 235 (2022)
Chunjiang Che, Xiaoli Li, Chuan Chen, Xiaoyu He, Zibin Zheng
A Decentralized Federated Learning Framework via Committee Mechanism With Convergence Guarantee. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Taolin Zhang, Chuan Chen, Yaomin Chang, Lin Shu, Zibin Zheng
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs. CoRR (2022)
Chuan Chen, Lei Zhang, Yihao Li, Tianchi Liao, Siran Zhao, Zibin Zheng, Huawei Huang, Jiajing Wu
When Digital Economy Meets Web3.0: Applications and Challenges. IEEE Open J. Comput. Soc. 3 (2022)
Lin Shu, Chuan Chen, Xingxing Xing, Xiangke Liao, Zibin Zheng
AHNA: Adaptive representation learning for attributed heterogeneous networks. Int. J. Intell. Syst. 37 (2) (2022)
Jining Wang, Chuan Chen, Zibin Zheng, Luonan Chen, Yuren Zhou
Predicting high-dimensional time series data with spatial, temporal and global information. Inf. Sci. 607 (2022)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Lele Fu, Zibin Zheng
A structure noise-aware tensor dictionary learning method for high-dimensional data clustering. Inf. Sci. 612 (2022)
Yaomin Chang, Lin Shu, Erxin Du, Chuan Chen, Ziyang Zhang, Zibin Zheng, Yuzhao Huang, Xingxing Xing
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service. Knowl. Based Syst. 251 (2022)
Xiaoli Li, Yuzheng Li, Shixuan Li, Yuren Zhou, Chuan Chen, Zibin Zheng
A Unified Federated DNNs Framework for Heterogeneous Mobile Devices. IEEE Internet Things J. 9 (3) (2022)
Xiaoyu He, Zibin Zheng, Chuan Chen, Yuren Zhou, Chuan Luo, Qingwei Lin
Distributed Evolution Strategies for Black-box Stochastic Optimization. CoRR (2022)
Xiaoli Li, Yuzheng Li, Jining Wang, Chuan Chen, Liu Yang, Zibin Zheng
Decentralized federated meta-learning framework for few-shot multitask learning. Int. J. Intell. Syst. 37 (11) (2022)
Ziyang Zhang, Chuan Chen, Yaomin Chang, Weibo Hu, Zibin Zheng, Yuren Zhou, Lei Sun
HIN2Grid: A disentangled CNN-based framework for heterogeneous network learning. Expert Syst. Appl. 187 (2022)
Jiajing Wu, Qi Yuan, Dan Lin, Wei You, Weili Chen, Chuan Chen, Zibin Zheng
Who Are the Phishers? Phishing Scam Detection on Ethereum via Network Embedding. IEEE Trans. Syst. Man Cybern. Syst. 52 (2) (2022)
Zhebin Wu, Lin Shu, Ziyue Xu, Yaomin Chang, Chuan Chen, Zibin Zheng
Robust Tensor Graph Convolutional Networks via T-SVD based Graph Augmentation. KDD (2022)
Yujing Lai, Chuan Chen, Zibin Zheng, Yangqing Zhang
Block term decomposition with distinct time granularities for temporal knowledge graph completion. Expert Syst. Appl. 201 (2022)
Xiaoyu He, Zibin Zheng, Yuren Zhou, Chuan Chen
QNG: A Quasi-Natural Gradient Method for Large-Scale Statistical Learning. SIAM J. Optim. 32 (1) (2022)
Xiaoli Li, Shixuan Li, Yuzheng Li, Yuren Zhou, Chuan Chen, Zibin Zheng
A Personalized Federated Tensor Factorization Framework for Distributed IoT Services QoS Prediction From Heterogeneous Data. IEEE Internet Things J. 9 (24) (2022)
Chuan Chen, Zhebin Wu, Zitai Chen, Zibin Zheng, Xiongjun Zhang
Auto-weighted robust low-rank tensor completion via tensor-train. Inf. Sci. 567 (2021)
Yuzheng Li, Chuan Chen, Nan Liu, Huawei Huang, Zibin Zheng, Qiang Yan
A Blockchain-Based Decentralized Federated Learning Framework with Committee Consensus. IEEE Netw. 35 (1) (2021)
Chuan Chen, Weibo Hu, Ziyue Xu, Zibin Zheng
FedGL: Federated Graph Learning Framework with Global Self-Supervision. CoRR (2021)
Dalong Yang, Chuan Chen, Youhao Zheng, Zibin Zheng, Shih-wei Liao
Node2Grids: A Cost-Efficient Uncoupled Training Framework for Large-Scale Graph Learning. CIKM (2021)
Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Yunfei Du
Learning deep discriminative representations with pseudo supervision for image clustering. Inf. Sci. 568 (2021)
Lin Shu, Erxin Du, Yaomin Chang, Chuan Chen, Zibin Zheng, Xingxing Xing, Shaofeng Shen
SGCL: Contrastive Representation Learning for Signed Graphs. CIKM (2021)
Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, Hong Huang
Outlier-Resilient Web Service QoS Prediction. WWW (2021)
Weibo Hu, Chuan Chen, Yaomin Chang, Zibin Zheng, Yunfei Du
Robust graph convolutional networks with directional graph adversarial training. Appl. Intell. 51 (11) (2021)
Chunjiang Che, Xiaoli Li, Chuan Chen, Xiaoyu He, Zibin Zheng
A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee. CoRR (2021)
Dalong Yang, Chuan Chen, Youhao Zheng, Zibin Zheng
A Flexible Framework for Large Graph Learning. CoRR (2020)
Haibo Mi, Kele Xu, Dawei Feng, Huaimin Wang, Yiming Zhang, Zibin Zheng, Chuan Chen, Xu Lan
Collaborative deep learning across multiple data centers. Sci. China Inf. Sci. 63 (8) (2020)
Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, Hong Huang, Emine Yilmaz
Outlier Resilient Collaborative Web Service QoS Prediction. CoRR (2020)
Chuan Chen, Yu Wang, Weibo Hu, Zibin Zheng
Robust multi-view k-means clustering with outlier removal. Knowl. Based Syst. 210 (2020)
Yangjun Xu, Liang Chen, Fenfang Xie, Weibo Hu, Jieming Zhu, Chuan Chen, Zibin Zheng
Directional Adversarial Training for Recommender Systems. ECAI (2020)
Jie Huang, Chuan Chen, Fanghua Ye, Weibo Hu, Zibin Zheng
Nonuniform Hyper-Network Embedding with Dual Mechanism. ACM Trans. Inf. Syst. 38 (3) (2020)
Zhebin Wu, Chuan Chen, Cong Liu, Zibin Zheng
Tensor Completion via Few-shot Convolutional Sparse Coding. CoRR (2020)
Yuzheng Li, Chuan Chen, Nan Liu, Huawei Huang, Zibin Zheng, Qiang Yan
A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus. CoRR (2020)
Fanghua Ye, Chuan Chen, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, Yuren Zhou
Homophily Preserving Community Detection. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Chuan Chen, Yuzheng Li, Hui Qian, Zibin Zheng, Yanqing Hu
Multi-view semi-supervised learning for classification on dynamic networks. Knowl. Based Syst. 195 (2020)
Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, Guohui Ling
Hyper2vec: Biased Random Walk for Hyper-network Embedding. DASFAA (3) (2019)
Fanghua Ye, Chuan Chen, Zibin Zheng, Rong-Hua Li, Jeffrey Xu Yu
Discrete Overlapping Community Detection with Pseudo Supervision. ICDM (2019)
Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network. INFOCOM (2019)
Jiajing Wu, Qi Yuan, Dan Lin, Wei You, Weili Chen, Chuan Chen, Zibin Zheng
Who Are the Phishers? Phishing Scam Detection on Ethereum via Network Embedding. CoRR (2019)
Zitai Chen, Chuan Chen, Zibin Zheng, Yi Zhu
Tensor Decomposition for Multilayer Networks Clustering. AAAI (2019)
Yaomin Chang, Yuzheng Li, Chuan Chen, Bin Cao, Zhenxing Li
An Enterprise Competitiveness Assessment Method Based on Ensemble Learning. WISA (2019)
Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling
Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning. DASFAA (3) (2019)
Yuzheng Li, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling
A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation. DASFAA (3) (2019)
Li Rui Jie, Fanghua Ye, Shaoan Xie, Chuan Chen, Zibin Zheng
Digging into it: Community detection via hidden attributes analysis. Neurocomputing 331 (2019)
Xiaoli Li, Erxin Du, Chuan Chen, Zibin Zheng, Ting Cai, Qiang Yan
Blockchain-Based Credible and Privacy-Preserving QoS-Aware Web Service Recommendation. BlockSys (2019)
Chuan Chen, Jingxue Xin, Yong Wang, Luonan Chen, Michael K. Ng
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Wuhui Chen, Zhen Zhang, Zicong Hong, Chuan Chen, Jiajing Wu, Sabita Maharjan, Zibin Zheng, Yan Zhang
Cooperative and Distributed Computation Offloading for Blockchain-Empowered Industrial Internet of Things. IEEE Internet Things J. 6 (5) (2019)
Shenghui Li, Wuhui Chen, Yufen Chen, Chuan Chen, Zibin Zheng
Makespan-minimized computation offloading for smart toys in edge-cloud computing. Electron. Commer. Res. Appl. 37 (2019)
Zitai Chen, Tongzhao Cai, Chuan Chen, Zibin Zheng, Guohui Ling
SINE: Side Information Network Embedding. DASFAA (1) (2019)
Chuan Chen, Hui Qian, Wuhui Chen, Zibin Zheng, Hong Zhu
Auto-weighted multi-view constrained spectral clustering. Neurocomputing 366 (2019)
Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network. CoRR (2019)
Zitai Chen, Chuan Chen, Zong Zhang, Zibin Zheng, Qingsong Zou
Variational Graph Embedding and Clustering with Laplacian Eigenmaps. IJCAI (2019)
Wanshan Zheng, Zibin Zheng, Hai Wan, Chuan Chen
Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification. IJCAI (2019)
Chuan Chen, Jiajing Wu, Hui Lin, Wuhui Chen, Zibin Zheng
A Secure and Efficient Blockchain-Based Data Trading Approach for Internet of Vehicles. IEEE Trans. Veh. Technol. 68 (9) (2019)
Pairui Li, Chuan Chen, Wujie Zheng, Yuetang Deng, Fanghua Ye, Zibin Zheng
STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 27 (10) (2019)
Kele Xu, Haibo Mi, Dawei Feng, Huaimin Wang, Chuan Chen, Zibin Zheng, Xu Lan
Collaborative Deep Learning Across Multiple Data Centers. CoRR (2018)
Shaoan Xie, Zibin Zheng, Liang Chen, Chuan Chen
Learning Semantic Representations for Unsupervised Domain Adaptation. ICML (2018)
Zhiwei Lin, Fanghua Ye, Chuan Chen, Zibin Zheng
BGN: Identifying Influential Nodes in Complex Networks via Backward Generating Networks. IEEE Access 6 (2018)
Hong Zhu, Chuan Chen, Li-Zhi Liao, Michael K. Ng
Multiple graphs clustering by gradient flow method. J. Frankl. Inst. 355 (4) (2018)
Fanghua Ye, Chuan Chen, Zibin Zheng
Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection. CIKM (2018)
Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, Zibin Zheng
An Adaptive Semi-local Algorithm for Node Ranking in Large Complex Networks. ICSOC (2018)
Fenfang Xie, Liang Chen, Dongding Lin, Chuan Chen, Zibin Zheng, Xiaola Lin
Group preference based API recommendation via heterogeneous information network. ICSE (Companion Volume) (2018)
Fanghua Ye, Shenghui Li, Zhiwei Lin, Chuan Chen, Zibin Zheng
Adaptive Affinity Learning for Accurate Community Detection. ICDM (2018)
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou
Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach. IEEE Access 6 (2018)
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou
Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach. ICSOC (2017)
Fanghua Ye, Zibin Zheng, Chuan Chen, Yuren Zhou
DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing. ICDCS Workshops (2017)
Yaoming Wu, Fenfang Xie, Liang Chen, Chuan Chen, Zibin Zheng
An Embedding Based Factorization Machine Approach for Web Service QoS Prediction. ICSOC (2017)