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　　范鑫鑫，工學博士，中科院計算所副研究員，ACM/IEEE會員。研究方向涵蓋：機器學習安全、邊緣計算、信任計算。目前，已主持國家自然科學基金和部委(企業(yè))項目4項。學術方面，在CSUR、TPDS、TWEB、KDD、WWW、ICWS、CIKM、計研發(fā)等國內外一系列頂級(計算機學科最具影響力)期刊和會議上發(fā)表論文40余篇。其中，部分論文獲得了最佳論文獎(Microsoft Award-Honorable Mention, ISCC 2018)和最佳論文獎提名(IPCCC 2017, KSEM 2018)。?

　　2021年9月 — 今：中科院計算所，副研究員?

　　2017年4月 — 2021年9月：中科院計算所，助理研究員?

2021?

【計研發(fā)】儲曉愷, 范鑫鑫, 畢經(jīng)平. 基于K階互信息估計的位置感知網(wǎng)絡表征學習. 計算機研究與發(fā)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.?

[1] 國家自然科學(青年)基金：邊緣計算彈性網(wǎng)絡架構及協(xié)同交互安全可信機制研究，2018.01-2020.12，項目負責人?

2019年 中科院計算所優(yōu)秀研究人員

2013年 大連理工大學優(yōu)秀博士學位論文特別獎學金

2011年 華為專項獎學金

2010年 大連理工大學學術新人獎