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范鑫鑫  副研究员  


                                        
研究方向：

                                        
所属部门：装备智能系统研究中心

                                        
导师类别：

                                        
联系方式：fanxinxin@ict.ac.cn

                                        
个人网页：https://xinxfan.github.io/

                                    

                                

                            


                        

                    

                

            

            

                

                    

                        

                            

                                
简       历：

                                

                                    
　　范鑫鑫，工学博士，中科院计算所副研究员，ACM/IEEE会员。研究方向涵盖：机器学习安全、边缘计算、信任计算。目前，已主持国家自然科学基金和部委(企业)项目4项。学术方面，在CSUR、TPDS、TWEB、KDD、WWW、ICWS、CIKM、计研发等国内外一系列顶级(计算机学科最具影响力)期刊和会议上发表论文40余篇。其中，部分论文获得了最佳论文奖(Microsoft Award-Honorable Mention, ISCC 2018)和最佳论文奖提名(IPCCC 2017, KSEM 2018)。 
　　2021年9月 — 今：中科院计算所，副研究员 
　　2017年4月 — 2021年9月：中科院计算所，助理研究员 

                                

                            

                            

                                
主要论著：

                                

                                    
2021 
【计研发】储晓恺, 范鑫鑫, 毕经平. 基于K阶互信息估计的位置感知网络表征学习. 计算机研究与发展, 58 (8): 1612-1623, 2021. 
【JCRD】Xiaokai Chu, Xinxin Fan, Jingping Bi. Position-Aware Network Representation Learning via K-Step Mutual Information Estimation. Journal of Computer Research and Development, 58 (8): 1612-1623, 2021. 
【CIKM】Xiaokai Chu, Xinxin Fan, Zhihua Zhu and Jingping Bi. Variational Cross-Network Embedding for Anonymized User Identity Linkage. The 30th International Conference on Information and Knowledge Management, 2021. (Short Papers Track, Acceptance Rate: 177/626=28%) 
【IJCNN】Baoli Wang, Xinxin Fan, Quanliang Jing, Haining Tan, Jingping Bi: AdvCGAN: An Elastic and Covert Adversarial Examples Generating Framework. IEEE International Joint Conference on Neural Network, 1-8, 2021. 
【IJCNN】Quanliang Jing, Di Yao, Xinxin Fan, Baoli Wang, Haining Tan, Xiangpeng Bu, Jingping Bi. TRANSFAKE: Multi-task Transformer for Multimodal Enhanced Fake News Detection. IEEE International Joint Conference on Neural Network, 1-8, 2021. 
2020 
【CSUR】Xinxin Fan, Ling Liu, Rui Zhang, Quanliang Jing, Jingping Bi. Decentralized Trust Management: Risk Analysis and Trust Aggregation. ACM Computing Surveys, 53(1): 2:1-2:33, 2020.  
【KDD】Zhihua Zhu, Xinxin Fan, Xiaokai Chu, Jingping Bi. HGCN: A Heterogeneous Graph Convolutional Network-Based Deep Learning Model Toward Collective Classification. The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 1161-1171, 2020. (Research Track, Acceptance Rate: 216/1279=17%) 
【CIKM】Zhihua Zhu, Xinxin Fan, Xiaokai Chu, Jianhui Huang, Jingping Bi. LRHNE: A Latent-Relation Enhanced Embedding Method for Heterogeneous Information Networks. The 29th International Conference on Information and Knowledge Management, 1923-1932, 2020. (Full Paper Research Track, Acceptance Rate: 193/920=21%) 
2019 
【WWW】Xiaokai Chu, Xinxin Fan, Di Yao, Zhihua Zhu, Jianhui Huang, Jingping Bi. Cross-Network Embedding for Multi-Network Alignment. The 28th Web Conference, 273-284, 2019. (Full Paper, Acceptance Rate: 225/1247=18%) 
【IJCNN】Xiaokai Chu, Xinxin Fan, Di Yao, Chen-Lin Zhang, Jianhui Huang, Jingping Bi. Noise-Aware Network Embedding for Multiplex Network. IEEE International Joint Conference on Neural Network, 1-8, 2019. 
2018 
【ICWS】Xinxin Fan, Jingping Bi. Identification for Strategically Malicious Participants. The 25th International Conference on Web Service, 373-388, 2018. (Application and Industry Track) 
【ICWS】Xinxin Fan, Danyang He, Jingping Bi. Trustworthiness and Untrustworthiness Inference with Group Assignment. The 25th International Conference on Web Service, 389-404, 2018. (Application and Industry Track) 
【ISCC】Zixuan Ding, Xinxin Fan, Jinping Yu, Jingping Bi. Update Cost-Aware Cache Replacement for Wildcard Rules in Software-Defined Networking. The 23th IEEE Symp. on Computer and Communications, 457-463, 2018. (Microsoft Award-Honorable Mention) 
【KSEM】 Haining Tan, Weiqiang Tang, Xinxin Fan, Quanliang Jing, Jingping Bi. SERL: Semantic-Path Biased Representation Learning of Heterogeneous Information Network. The 11th International Conference on Knowledge Science, Engineering and Management, 287-298, 2018. (Best Paper Runner Up) 
【IEEE COMMUN LETT】Jinping Yu, Jingping Bi, Guoqiang Zhang, Xinxin Fan, Zhongcheng Li. Loop-Free Rerouting of Multiple Policies With Overlaps. IEEE Commun. Lett, 22(7): 1370-1373 2018. 
2017 
【TPDS】Xinxin Fan, Ling Liu, Mingchu Li, Zhiyuan Su. GroupTrust: Dependable Trust Management. IEEE Transactions on Parallel and Distributed Systems, 28(4): 1076-1090, 2017. 
【IPCCC】Jinping Yu, Xinxin Fan, Guoqiang Zhang, Jingping Bi. Scheduling Loop-Free Updates for Multiple Policies with Overlaps in Software-Defined Networks. The 36th IEEE International Performance Computing and Communications Conference, San Diego, CA, USA, December 10-12, 1-8, 2017. (Best Paper Runner Up) 
Before 2017 
【TWEB】Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou. Reliable and Resilient Trust Management in Distributed Service Provision Networks. ACM Transactions on the Web, 9(3): 14:1-14:37, 2015. 
【SCN】Xinxin Fan, Mingchu Li, Hui Zhao, Xiaodong Chen, Zhenzhou Guo, Dong Jiao, Weifeng Sun. PeerCluster: A Maximum Flow-Based Trust Mechanism in P2P File Sharing Networks. Security and Communication Networks, 6(9): 1126-1142, 2013. 
【SCC】Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou. ServiceTrust: Trust Management in Service Provision Networks. The 10th IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28-July 3, 272-279, 2013. 
【GRAPH COMBINATOR】Xiaodong Chen, Mingchu Li, Xin Ma, Xinxin Fan. Hamiltonian Connectedness in Claw-Free Graphs, Graphs and Combinatorics, 29(5): 1259-1267, 2013. 
【SCN】Zhenzhou Guo, Mingchu Li, Xinxin Fan. Attribute-Based Ring Signcryption Scheme, Security and Communication Networks, 6(6): 790-796, 2013. 
【JCSS】Xinxin Fan, Mingchu Li, Jianhua Ma, Yizhi Ren, Hui Zhao, Zhiyuan Su. Behavior-based Reputation Management in P2P File-Sharing Networks. Journal of Computer and System Sciences, 78(6): 1737-1750, 2012. 
【CollaborateCom】Xinxin Fan, Ling Liu, Mingchu Li, Zhiyuan Su. EigenTrust++: Attack Resilient Trust Management. The 8th IEEE International Conference on Collaborative Computing, October 14-17, Pittsburgh, Pennsylvania, United States, 416-425, 2012. 
【SCN】Hui Zhao, Mingchu Li, Xinxin Fan. A Formal Separation Method of Protocols to Eliminate Parallel Attacks in Virtual Organization. Security and Communication Networks, 4(12): 1461-1468, 2011. 
【UTC/ATC Work.】Xinxin Fan, Mingchu Li, Yizhi Ren, Jianhua Ma. Dual-EigenRep: A Reputation-Based Trust Model for P2P File-Sharing Networks. UIC/ATC Workshops, Xi'an, China, 358-363, 2010. 
【FSKD】Xianchao Zhang, Xinxin Fan, Xinyue Liu, Hong Yu. A Ranking Algorithm via Changing Markov Probability Matrix Based on Distribution Factor. The Fifth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), October 18-20, Jinan, Shandong, China, 3-7, 2008. 

                                

                            

                            

                                
科研项目：

                                

                                    
[1] 国家自然科学(青年)基金：边缘计算弹性网络架构及协同交互安全可信机制研究，2018.01-2020.12，项目负责人 


                                

                            

                            

                                
获奖及荣誉：

                                

                                    
2019年 中科院计算所优秀研究人员
2013年 大连理工大学优秀博士学位论文特别奖学金
2011年 华为专项奖学金
2010年 大连理工大学学术新人奖