陈川(双聘)

软件工程学院 副教授





? ? ? 2012 年于中山大学数学与应用数学专业获学士学位，2016 年于香港浸会大学数学统计专业获博士学位，曾于比利时鲁汶大学电子工程系任博士后研究员，曾获香港 Yakun奖学金及比利时FWO 奖学金。现任中国计算机学会(CCF)人工智能与模式识别专委会通讯委员，广东省计算机学会区块链专委会委员。
? ? ? 主要研究方向为：图计算理论与应用，社交网络分析及联邦学习理论。近年来发表SCI索引国际期刊（包括IEEE TIP, TNNLS, TVT, IOTJ, NLA等）及国际会议论文（包括AAAI, IJCAI, ICML, INFOCOM, CIKM, ICDM等）40余篇，其中中科院一区及CCF A类论文15篇。自2015 年开始，担任IEEE TIP/TSP/TNNLS/TCCB 等多份国际期刊审稿人，担任IJCAI/ECAI/ISB/AAAI等多个国际学术会议的（高级）程序委员会委员及论坛主席。现主持国家重点研发计划项目课题一项，国家自然科学青年基金，广东省基础研究项目/面上项目两项，CCF开放课题项目一项，2019年CCF-腾讯犀牛鸟科研基金项目一项，与多个企业（微信/微众银行/网易游戏/美图/平安银行）开展研究合作项目。
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研究方向：图机器学习，数据挖掘，社交网络分析，联邦学习
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Selected Journal Publications：
?1.C. Chen, Y. Wang, W. Hu, Z. Zheng, "Robust Multi-View K-Means Clustering with Outlier Removal".?Knowledge-based Systems. 2020
2.Y. Li, C. Chen*, N. Liu, H. Huang, Z. Zheng, Q. Yan, "A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus". IEEE Network Magzine 2020
3.J. Huang, C. Chen*, F. Ye, W. Hu and Z. Zheng, "Nonuniform Hyper-Network Embedding with Dual Mechanism", ACM Transactions on Information Systems. 2020
4.C. Chen, Y. Li, H. Qian, Z. Zheng*, Y. Hu, "Multi-view semi-supervised learning for classification on dynamic networks", Knowledge-based Systems. 2020
5.?C. Chen, R. Li, L. Shu, Z. He, J. Wang, C. Zhang, H. Ma, K. Aihara and L. Chen*, "Predicting future dynamics from short-term time series by anticipated learning machine", National Science Review. 2020
6.C. Chen, H. Qian, W. Chen, Z. Zheng and H. Zhu, "Auto-weighted Multi-view Constrained Spectral Clustering". Neurocomputing 2019.
7.F. Ye, C. Chen*, Z. Wen, Z. Zheng, W. Chen and Y. Zhou, "Homophily Preserving Community Detection". IEEE Transactions on Neural Networks and Learning Systems. 2019
8.P. Li, C. Chen*, W. Zheng, Y. Deng, F. Ye, and Z. Zheng, "STR: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings". IEEE Transactions on Audio, Speech and Language Processing. 2019
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Selected Conference Publications：
1.Z. Chen, C. Chen*, Z. Zheng, Z. Zhang, and Q. Zhou, "Variational Graph Embedding and Clustering with Laplacian Eigenmaps". IJCAI 2019.
2.W. Zheng, Z. Zheng, H. Wan*, and C. Chen*, "Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification". IJCAI 2019.
3.F. Ye, C. Chen*, Z. Zheng, R. Li and J. Yu, "Discrete Overlapping Community Detection with Pseudo Supervision". ICDM 2019.
4.Z. Chen, C. Chen*, Z. Zheng and Y. Zhu, "Tensor Decomposition for Multilayer Networks Clustering". AAAI 2019
5.W. Chen, J. Wu, Z. Zheng*, C. Chen*, and Y. Zhou, "Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network".?? INFOCOM 2019
6.Z. Chen, T. Cai, C. Chen*, Z. Zheng and G. Ling,"SINE: Side Information Network Embedding". DASFAA 2019.
7.F. Ye, C. Chen* and Z. Zheng, "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection". CIKM 2018
8.F. Ye, S. Li, Z. Lin, C. Chen*, and Z. Zheng, "Adaptive Affinity Learning for Accurate Community Detection". ICDM 2018
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科研项目：
1.?[Network Learning] National Natural Science Foundations (NFSC) of China, Principal Investigator, 2019-2021
2.[Multi-view Learning] Natural Science Foundation of Guangdong Province of China, Principal Investigator, 2018-2020
3.[Data Fusion] China Computer Federation (CCF) Open Fund, Principal Investigator, 2018-2019
4.[Recommender Systems] Joint Fund with Wechat Group Tencent, Principal Investigator, 2018-2019
5.[Federated Learning] CCF-Tencent Open Fund WeBank Special Funding, Principal Investigator, 2019-2020
6.[Knowledge Graph] Natural Science Foundation of Guangdong Province of China, Principal Investigator, 2019-2021
7.[Blockchain] National Key Research and Development Program of China, Principal Investigator, 2019-2020
8.[Big Data Fusion] NSFC-Guangdong United Project-Big Data Research Center Funding, Co-Investigator, 2020-2023
9.[Network Learning] Joint Fund with Game Department, NetEase Int. , Principal Investigator, 2020-2021