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个人简介

陈阳博士2004年于清华大学电子工程系获学士学位,2009年7月于清华大学电子工程系获博士学位,学位论文获清华大学优秀博士论文。其中,在2007年春季学期在美国斯坦福大学计算机科学系访问。获得博士学位后,于2009年9月至2011年4月在德国哥廷根大学计算机科学研究所从事博士后研究,并任计算机网络实验室副主任。2011年4月至2014年9月在美国杜克大学计算机科学系从事博士后研究。2014年10月起在复旦大学计算机科学技术学院工作,现任副教授、博士生导师。先后获Amazon Web Services (AWS) in Education Research Grant Award、Microsoft Azure Research Award、复旦大学2018年度青年教师教学比赛一等奖、2020-2021年度美团科研合作探索奖、2021年度上海市计算机学会科学技术奖三等奖(第一完成人)、CAAI第七届全国大数据与社会计算学术会议(BDSC 2022)最受欢迎论文奖、第17届全国计算机支持的协同工作与社会计算学术会议最佳审稿人奖、2022年度上海市计算机学会教学成果奖三等奖(第一完成人),入选上海市浦江人才计划。 主要研究方向包括社会计算、计算机网络及数据挖掘。根据Google Scholar统计,已发表论文共获2300多次引用,H指数为 25。论文发表在Pattern (Cell Press)、IEEE TDSC、IEEE TKDE、IEEE TPDS、IEEE TMC、ACM TWEB、IEEE TSC、IEEE TCSS、IEEE TNSM、IEEE Communications Magazine、IEEE Software等高水平国际期刊以及Middleware、INFOCOM、ICDCS、ICDE、CIKM、ACSAC等知名国际会议上。主持开发了开源网络结构分析工具箱EasyGraph,支持不同学科的网络结构分析需求,PyPI下载已达数十万次。 现任CCF互联网专委会执委、CCF协同计算专委会执委、CAAI社会计算与社会智能专业委员会副秘书长、上海市计算机学会网络专委会副主任、上海开源信息技术协会大数据专委会主任。担任IEEE和清华大学出版社共同出版的国际期刊《Journal of Social Computing》副主编(Associate Editor-in-Chief),SCI期刊《Computer Communications》(Elsevier)和《Transactions on Emerging Telecommunications Technologies》(Wiley)编委,SCI期刊《IEEE Network》和《Computer Networks》专刊客座编辑,担任ACM SOSP 2017 Registration Co-Chair、ACM SIGCOMM 2021 Tutorial Co-Chair、ACM SIGCOMM 2022 Tutorial Co-Chair、ACM MobiSys 2023 Workshop Co-Chair,并在WWW、IJCAI、AAAI、ECAI、IWQoS、DASFAA等学术会议多次担任程序委员会委员。担任CAAI第八届全国大数据与社会计算学术会议(BDSC 2023)程序委员会共同主席。 已经培养研究生10余人,本科生近30人顺利毕业,其中8位同学获得“上海市优秀毕业生”荣誉称号,多位同学被评为“复旦大学优秀毕业生”,多数同学获得世界顶尖高校全额奖学金并继续深造。所指导学生获得荣誉包括2019年首届上海高校开放数据创新研究大赛一等奖(第一名)、2020年第二届全国高校开放数据创新研究大赛一等奖、2021年复旦大学腾飞书院科创计划腾飞杯优胜奖(第一名)、2021年第三届传播数据挖掘竞赛二等奖、ACM SIGCOMM 2022 Student Research Competition本科组冠军等。

研究领域

智能互联网、社会计算、大规模网络数据挖掘、深度学习

近期论文

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xASTNN: Improved Code Representations for Industrial Practice. Zhiwei Xu, Min Zhou, Xibin Zhao, Yang Chen, Xi Cheng, Hongyu Zhang. Proc. of the ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE’23), Industry Track, San Francisco, California, United States, Dec. 2023. Towards an Accurate Mobility Trajectory Recovery Using Contrastive Learning. Yushan Liu, Yang Chen*, Jiayun Zhang, Yu Xiao, Xin Wang. To appear: Frontiers of Information Technology & Electronic Engineering Detecting Compromised Accounts Caused by Phone Number Recycling on E-Commerce Platforms: Taking Meituan as an Example. Min Gao, Shutong Chen, Yangbo Gao, Zhenhua Zhang, Yu Chen, Yupeng Li, Qiongzan Ye, Xin Wang, Yang Chen*. To appear: Frontiers of Information Technology & Electronic Engineering EasyGraph: A Multifunctional, Cross-Platform and Effective Library for Interdisciplinary Network Analysis. Min Gao, Zheng Li, Ruichen Li, Chenhao Cui, Xinyuan Chen, Bodian Ye, Yupeng Li, Weiwei Gu, Qingyuan Gong, Xin Wang, and Yang Chen*. Patterns, 2023, 4(10):100839. (Cell Press) Detecting Malicious Accounts in Online Developer Communities Using Deep Learning. Qingyuan Gong, Yushan Liu, Jiayun Zhang, Yang Chen*, Qi Li, Yu Xiao, Xin Wang, Pan Hui. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 35(10):10633-10649. Artificial intelligence in fine arts: A systematic review of empirical research. Atte Oksanen, Anica Cvetkovic, Nalan Akin, Rita Latikka, Jenna Bergdahl, Yang Chen, Nina Savela. Computers in Human Behavior: Artificial Humans, 2023, 1(2):100004. SocialCache: A Pervasive Social-Aware Caching Strategy for Self-Operated Content Delivery Networks of Online Social Networks. Tiancheng Guo, Yuke Ma, Mengying Zhou, Xin Wang, Jun Wu, Yang Chen*. Proc. of 2023 IEEE International Conference on Communications (ICC’23), Rome, Italy, May 2023. A Human Mobility Dataset Collected via LBSLab. Yuwei Zhang, Qingyuan Gong, Yang Chen*, Yu Xiao, Xin Wang, Pan Hui, Xiaoming Fu. Data in Brief, 2023, 46:108898. DeepPick: A Deep Learning Approach to Unveil Outstanding Users with Public Attainable Features. Wanda Li, Zhiwei Xu, Yi Sun, Qingyuan Gong, Yang Chen*, Aaron Yi Ding, Xin Wang, Pan Hui. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 35(1):291-306. Trimming Mobile Applications for Bandwidth-Challenged Networks in Developing Regions. Qinge Xie, Qingyuan Gong, Xinlei He, Yang Chen*, Xin Wang, Haitao Zheng, Ben Y. Zhao. IEEE Transactions on Mobile Computing (TMC), 2023, 22(1):556-573. Characterizing and Understanding the Development of Social Computing through DBLP: A Data-Driven Analysis. Jiaqi Wu, Bodian Ye, Qingyuan Gong, Atte Oksanen, Cong Li, Jingjing Qu, Felicia F. Tian, Xiang Li, Yang Chen*. Journal of Social Computing, 2022, 3(4):287-302. Pricing-based Resource Allocation in Three-Tier Edge Computing for Social Welfare Maximization. Yupeng Li, Mengjia Xia, Jingpu Duan, Yang Chen. Computer Networks, 2022, 217:109311. Therapists and Psychotherapy Side Effects: A Machine Learning-based Study. Lijun Yao, Zhiwei Xu, Xudong Zhao, Yang Chen, Liang Liu, Xiaoming Fu, Fazhan Chen. Heliyon, 2022, 8(11):e11821. (Cell Press) Speed Up IPv4 Connections via IPv6 Infrastructure. Ruiyu Fang, Guoliang Han, Xin Wang, Congxiao Bao, Xing Li, Yang Chen*. Proc. of 18th International Conference on Mobility, Sensing and Networking (MSN), Guangzhou, China, Dec. 2022. Artemis: A Latency-Oriented Naming and Routing System. Xuebing Li, Yang Chen*, Mengying Zhou, Tiancheng Guo, Chenhao Wang, Yu Xiao, Junjie Wan, and Xin Wang. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022, 33(12):4874-4890. Predicting Upvotes and Downvotes in Location-Based Social Networks Using Machine Learning. Jianxi Zhang, Jinyan Zhu, Tianzheng Meng, Chenfan Zhuang, Yang Chen*. Proc. of 7th China National Conference on Big Data and Social Computing (BDSC), Hangzhou, China, Aug. 2022. Modeling Access Environment and Behavior Sequence for Financial Identity Theft Detection in E-Commerce Services. Qiongzan Ye, Yangbo Gao, Zhenhua Zhang, Yu Chen, Yupeng Li, Min Gao, Shutong Chen, Xin Wang, Yang Chen*. Proc. of 2022 International Joint Conference on Neural Networks, Padua, Italy, Jul. 2022. Deep Learning-Based User Privacy Settings Recommendation in Online Social Networks. Qiongzan Ye, Yixin Cao, Yang Chen*, Cong Li, Xiang Li. Proc. of 2022 International Joint Conference on Neural Networks, Padua, Italy, Jul. 2022. Structural Hole Theory in Social Network Analysis: A Review. Zihang Lin#, Yuwei Zhang#, Qingyuan Gong*, Yang Chen*, Atte Oksanen, Aaron Yi Ding. IEEE Transactions on Computational Social Systems (TCSS), 2022, 9(3):724-739. ABS: Adaptive Buffer Sizing via Augmented Programmability with Machine Learning. Jiaxin Tang, Sen Liu, Yang Xu, Zehua Guo, Junjie Zhang, Peixuan Gao, Yang Chen, Xin Wang, H. Jonathan Chao. Proc. of IEEE INFOCOM, Virtual Event, May 2022. Guest Editorial: New Network Architectures, Protocols, and Algorithms for Time-Sensitive Applications. Yang Chen, Bingyang Liu, Lin Cai, Jean-Yves Le Boudec, Miguel Rio, Pan Hui. IEEE Network, 2022, 36(2):6-7. Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands. Mengying Zhou, Tiancheng Guo, Yang Chen*, Junjie Wan, Xin Wang. Proc. of the 22nd ACM/IFIP Middleware Conference (Middleware’21), Industry Track, Virtual Event, Canada, Dec. 2021. Understanding Scholar Social Networks: Taking SCHOLAT as An Example. Min Gao, Yang Chen*, Qingyuan Gong, Xin Wang, Pan Hui. Proc. of the 16th CCF Chinese Conference on Computer Supported Cooperative Work (ChineseCSCW’21), Xiangtan, China, Nov. 2021. DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network. Xinlei He, Qingyuan Gong, Yang Chen*, Yang Zhang, Xin Wang, Xiaoming Fu. IEEE Transactions on Dependable and Secure Computing (TDSC), 2021, 18(5):2193-2208. Visual Analysis of Steady-State Human Mobility in Cities. Lei Shi, Zhichun Guo, Tao Jiang, Ruiyu Fang, Yang Chen, Ye Zhao, Xiatian Zhang, Min Dai. Human-centric Computing and Information Sciences, 2021, 11:31. Identifying Mis-Configured Author Profiles on Google Scholar Using Deep Learning. Jiaxin Tang, Yang Chen*, Guozhen She, Yang Xu, Kewei Sha, Xin Wang, Yi Wang, Zhenhua Zhang, Pan Hui. Applied Sciences, 2021, 11(15):6912. Cross-Site Prediction on Social Influence for Cold-Start Users in Online Social Networks. Qingyuan Gong, Yang Chen*, Xinlei He, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu. ACM Transactions on the Web (TWEB), 2021, 15(2):6:1-6:23. Understanding the User Interactions on GitHub: A Social Network Perspective. Erzheng Fu#, Yingqiu Zhuang#, Jianxi Zhang, Jiayun Zhang, Yang Chen*. Proc. of the IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD’21), Dalian, China, May 2021. Understanding the Working Time of Developers in IT Companies in China and the United States. Jiayun Zhang, Yang Chen*, Qingyuan Gong, Aaron Yi Ding, Yu Xiao, Xin Wang, Pan Hui. IEEE Software, 2021, 38(2):96-106. DeepPredict: A Zone Preference Prediction System for Online Lodging Platforms. Yihan Ma, Hua Sun, Yang Chen*, Jiayun Zhang, Yang Xu, Xin Wang, and Pan Hui. Journal of Social Computing, 2021, 2(1):52-70. Influencing Factors and Machine Learning-Based Prediction of Side Effects in Psychotherapy. Lijun Yao, Xudong Zhao, Zhiwei Xu, Yang Chen, Liang Liu, Qiang Feng and Fazhan Chen. Frontiers in Psychiatry, 2020, 12:Article 537442. Distinguishing Focal Cortical Dysplasia from Glioneuronal Tumors in Patients with Epilepsy by Machine Learning. Yi Guo, Yushan Liu, Wenjie Ming, Zhongjin Wang, Junming Zhu, Yang Chen, Lijun Yao, Meiping Ding and Chunhong Shen. Frontiers in Neurology, 2020, 11:Article 548305. Deep Graph Convolutional Networks for Incident-driven Traffic Speed Prediction. Qinge Xie, Tiancheng Guo, Yang Chen*, Yu Xiao, Xin Wang and Ben Y. Zhao. Proc. of the 29th ACM International Conference on Information and Knowledge Management (CIKM’20), Virtual Event, Ireland, Oct. 2020. (Acceptance ratio: 193/920=20.97%) Understanding the User Behavior of Foursquare: a Data-Driven Study on a Global Scale. Yang Chen*, Jiyao Hu, Yu Xiao, Xiang Li, Pan Hui. IEEE Transactions on Computational Social Systems (TCSS), 2020, 7(4):1019-1032. Visual Analysis of Collective Anomalies Through High-Order Correlation Graph. Jia Yan, Lei Shi, Jun Tao, Xiaolong Yu, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, Yang Chen. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020, 26(7):2517-2534. Detecting Malicious Accounts in Online Developer Communities Using Deep Learning. Qingyuan Gong, Jiayun Zhang, Yang Chen*, Qi Li, Yu Xiao, Xin Wang, Pan Hui. Proc. of the 28th ACM International Conference on Information and Knowledge Management (CIKM’19), Beijing, China, Nov. 2019. (Acceptance ratio: 202/1031=19.59%) Exploring the Power of Social Hub Services. Qingyuan Gong, Yang Chen*, Xiaolong Yu, Chao Xu, Zhichun Guo, Yu Xiao, Fehmi Ben Abdesslem, Xin Wang, Pan Hui. World Wide Web: Internet and Web Information Systems (WWW), 2019, 22(6):2825-2852. Understanding Skout Users’ Mobility Patterns on a Global Scale: A Data-Driven Study. Rong Xie, Yang Chen*, Shihan Lin, Tianyong Zhang, Yu Xiao, Xin Wang. World Wide Web: Internet and Web Information Systems (WWW), 2019, 22(6):2655–2673. Computational Rumor Detection Without Non-Rumor: A One-Class Classification Approach. Amir Ebrahimi Fard, Majid Mohammadi, Yang Chen, Bartel Van de Walle. IEEE Transactions on Computational Social Systems (TCSS), 2019, 6(5):830-846. Artemis: A Practical Low-latency Naming and Routing System. Xuebing Li, Bingyang Liu*, Yang Chen*, Yu Xiao, Jiaxin Tang, Xin Wang. Proc. of the 48th International Conference on Parallel Processing (ICPP’19), Kyoto, Japan, Aug. 2019. (Acceptance ratio: 106/405=26.17%) DeepLoc: A Location Preference Prediction System for Online Lodging Platforms. Yihan Ma, Hua Sun, Yang Chen*, Jiayun Zhang, Yang Xu, Xin Wang, Pan Hui. Proc. of the 14th CCF Chinese Conference on Computer Supported Cooperative Work (ChineseCSCW’19), Kunming, China, Aug. 2019. Beyond the Click: a First Look at the Role of a Microblogging Platform in the Web Ecosystem. Jingtao Ding, Zhongjin Liu, Shaoran Xiao, Yang Chen, Yong Li, Depeng Jin, Steve Uhlig. IEEE Transactions on Network and Service Management, 2019, 16(2):743-754. Prediction of antiepileptic drug treatment outcomes of patients with newly diagnosed epilepsy by machine learning. Lijun Yao, Mengting Cai, Yang Chen, Chunhong Shen, Lei Shi, Yi Guo. Epilepsy & Behavior, 2019, 96:92-97. Co-Location Social Networks: Linking the Physical World and Cyberspace. Huandong Wang, Yong Li, Yang Chen, Depeng Jin. IEEE Transactions on Mobile Computing (TMC), 2019, 18(5):1028-1041. Understanding the Behavioral Differences Between American and German Users: A Data-Driven Study. Chenxi Yang, Yang Chen*, Qingyuan Gong, Xinlei He, Yu Xiao, Yuhuan Huang, Xiaoming Fu. Big Data Mining and Analytics, 2018, 1(4):284-296. A Multi-tab Website Fingerprinting Attack. Yixiao Xu, Tao Wang, Qi Li, Qingyuan Gong, Yang Chen, Yong Jiang. Proc. of the 2018 Annual Computer Security Applications Conference (ACSAC’18), San Juan, Puerto Rico, USA, Dec. 2018. (Acceptance ratio: 60/299=20.06%) Understanding Cross-site Linking in Online Social Networks. Qingyuan Gong, Yang Chen*, Jiyao Hu, Qiang Cao, Pan Hui, Xin Wang. ACM Transactions on the Web (TWEB), 2018, 12(4):25:1-25:29. DeepScan: Exploiting Deep Learning for Malicious Account Detection in Location-Based Social Networks. Qingyuan Gong, Yang Chen*, Xinlei He, Zhou Zhuang, Tianyi Wang, Hong Huang, Xin Wang, Xiaoming Fu. IEEE Communications Magazine, 2018, 56(11):21-27. (2018 IF: 10.356) We Know Your Preferences in New Cities: Mining and Modeling the Behavior of Travelers. Rong Xie, Yang Chen*, Qinge Xie, Yu Xiao, Xin Wang. IEEE Communications Magazine, 2018, 56(11):28-35. (2018 IF: 10.356) Identification of Influential Users in Emerging Online Social Networks Using Cross-Site Linking. Qingyuan Gong, Yang Chen*, Xinlei He, Fei Li, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu. Proc. of the 13th CCF Chinese Conference on Computer Supported Cooperative Work (ChineseCSCW’18), Guilin, China, Aug. 2018. (Acceptance ratio: 38/150=25.33%) SnapTask: Towards Efficient Visual Crowdsourcing for Indoor Mapping. Marius Noreikis, Yu Xiao, Jiyao Hu, Yang Chen. Proc. of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS’18), Vienna, Austria, Jun 2018. (Acceptance ratio: 78/378=20.63%) Measurement and Analysis of the Reviews in Airbnb. Qian Zhou, Yang Chen*, Chuanhao Ma, Fei Li, Yu Xiao, Xin Wang and Xiaoming Fu. Proc. of IFIP Networking Conference (Networking’18), Zurich, Switzerland, May 2018. (Acceptance ratio: 55/225=24.44%) Accelerating Mobile Applications at the Network Edge with Software-Programmable FPGAs. Shuang Jiang, Dong He, Chenxi Yang, Chenren Xu, Guojie Luo, Yang Chen, Yunlu Liu, Jiangwei Jiang. Proc. of IEEE International Conference on Computer Communications (INFOCOM’18), Honolulu, HI, USA, Apr. 2018. (Acceptance ratio: 309/1606=19.24%) Visual Analysis of Collective Anomalies Through High-Order Correlation Graph. Jun Tao, Lei Shi, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, Yang Chen. Proc. of the 11th IEEE Pacific Visualization Symposium (PacificVis’18), Kobe, Japan, Apr. 2018. Measurement and Analysis of the Swarm Social Network with Tens of Millions of Nodes Yang Chen*, Jiyao Hu, Hao Zhao, Yu Xiao, Pan Hui. IEEE Access, 2018, 6:4547-4559. (2018 IF: 4.098) NCShield: Protecting Decentralized, Matrix Factorization-Based Network Coordinate Systems. Yang Chen, Shining Wu, Jun Li, Xiaoming Fu. IEEE Transactions on Services Computing (TSC), 2017, 10(2):244-257. (2017 IF: 4.418) The Power of Comments: Fostering Social Interactions in Microblog Networks. Tianyi Wang, Yang Chen*, Yi Wang, Bolun Wang, Gang Wang, Xing Li, Haitao Zheng, Ben Y. Zhao. Springer Frontiers of Computer Science, 2016, 10(5): 889-907. (2016 IF: 1.04) Co-Location Social Networks: Linking the Physical World and Cyberspace Huandong Wang, Yong Li, Yang Chen, Yue Wang, Jian Yuan and Depeng Jin Proc. of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM’16), San Francisco, CA, USA, Aug. 2016. (Short paper) TOPIC: TOward Perfect InfluenCe Graph Summarization. Lei Shi, Sibai Sun, Yuan Xuan, Hanghang Tong, Yue Su, Shuai Ma, Yang Chen. Proc. of 32nd IEEE International Conference on Data Engineering (ICDE’16), Helsinki, Finland, May 2016. (Acceptance ratio: 99/400=24.75%) Where Are We Visiting? Measurement and Analysis of Venues in Dianping. Yue Huang, Yang Chen*, Qian Zhou, Jin Zhao, Xin Wang. Proc. of IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, May 2016. PacketCloud: a Cloudlet-based Open Platform for In-network Services. Yang Chen*, Yu Chen, Qiang Cao, Xiaowei Yang. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2016, 27(4):1146-1159. (2016 IF: 4.181) Crowd Crawling: Towards Collaborative Data Collection for Large-scale Online Social Networks. Cong Ding, Yang Chen, Xiaoming Fu. Proc. of the 1st ACM Conference on Online Social Networks (COSN’13), Boston, USA, Oct. 2013. (Acceptance ratio: 22/138=15.9%) Understanding User Behavior in Online Social Networks: A Survey. Long Jin, Yang Chen, Tianyi Wang, Pan Hui, Athanasios V. Vasilakos. IEEE Communications Magazine, 2013, 51(9):144-150. Generating Event Storyline from Microblogs. Chen Lin, Chun Lin, Jingxuan Li, Dingding Wang, Yang Chen, Tao Li. Proc. of the 21st ACM Conference on Information and Knowledge Management (CIKM’12), Maui, USA, Oct.-Nov., 2012. (Acceptance ratio: 146/1088=13.4%) NCShield: Securing Decentralized, Matrix Factorization-Based Network Coordinate Systems. Shining Wu,Yang Chen, Xiaoming Fu, Jun Li. Proc. of the 20th IEEE/ACM International Workshop on Quality of Service (IWQoS’12), Coimbra, Portugal, Jun. 2012. (Acceptance ratio: 24/110=21.82%) CloudGPS: A Scalable and ISP-Friendly Server Selection Scheme in Cloud Computing Environments. Cong Ding, Yang Chen, Tianyin Xu, Xiaoming Fu. Proc. of the 20th IEEE/ACM International Workshop on Quality of Service (IWQoS’12), Coimbra, Portugal, Jun. 2012. (Acceptance ratio: 24/110=21.82%) Phoenix: A Weight-based Network Coordinate System Using Matrix Factorization. Yang Chen, Xiao Wang, Cong Shi, Eng Keong Lua, Xiaoming Fu, Beixing Deng, Xing Li. IEEE Transactions on Network and Service Management, 2011, 8(4):334-347. Scaling Microblogging Services with Divergent Traffic Demands. Tianyin Xu, Yang Chen, Lei Jiao, Ben Y. Zhao, Pan Hui and Xiaoming Fu. Proc. of The ACM/IFIP/USENIX 12th International Middleware Conference (Middleware’11), Lisboa, Portugal, December 2011. (Acceptance ratio: 24/125=19.2%) Tarantula: Towards an Accurate Network Coordinate System by Handling Major Portion of TIVs. Zhuo Chen, Yang Chen, Yibo Zhu, Cong Ding, Beixing Deng, Xing Li. Proc. of the 54th Annual IEEE Global Telecommunications Conference (GLOBECOM’11), Houston, USA, Dec. 2011. Queueing-based TCP congestion estimator. Lin Cong, Guohan Lu, Yang Chen, H.F. Rashvand, Beixing Deng, Xing Li. IET Communications, 2011, 4(16):1974-1986. Improving Prediction Accuracy of Matrix Factorization Based Network Coordinate Systems. Yang Chen Peng Sun, Xiaoming Fu, Tianyin Xu. Proc. of the 19th International Conference on Computer Communications and Networks (ICCCN’10), Zurich, Switzerland, Aug. 2010. Network congestion estimation using packet time series analysis. Lin Cong, Guohan Lu, Yang Chen, Beixing Deng, Xing Li. IET Communications, 2010, 4(8):980-989. Refereed Workshop Papers / Posters / Demos / WiPs: Locating CDN Edge Servers with HTTP Responses. Run Huang, Mengying Zhou, Tiancheng Guo, Yang Chen*. Proc. of ACM SIGCOMM (SIGCOMM’22), Demo Session, Amsterdam, Netherlands, Aug. 2022. CloudyFL: A Cloudlet-Based Federated Learning Framework for Sensing User Behavior Using Wearable Devices. Qingyuan Gong, Hui Ruan, Yang Chen*, Xiang Su. Proc. of the 6th International Workshop on Embedded and Mobile Deep Learning (EMDL’22), co-located with ACM MobiSys 2022, Portland, OR, USA, Jul. 2022. FlexHTTP: An Intelligent and Scalable HTTP Version Selection System. Mengying Zhou, Zheng Li, Shihan Lin, Xin Wang, Yang Chen*. Proc. of the 2nd European Workshop on Machine Learning and Systems (EuroMLSys’22), co-located with ACM EuroSys 2022, Rennes, France, Apr. 2022. Understanding Structural Hole Spanners in Location-Based Social Networks: A Data-Driven Study. Xiaoxin He, Yang Chen*. Proc. of the Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing (CPD’21), co-located with the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’21), Virtual, USA, Sep. 2021. Speeding Up IPv4 Connection via IPv6 Infrastructure. Ruiyu Fang, Guoliang Han, Xin Wang, Congxiao Bao, Xing Li, Yang Chen*. Proc. of ACM SIGCOMM (SIGCOMM’21), Demo Session, 2021. Demo Abstract: Federated Learning on Wearable Devices. Xiaoxin He, Xiang Su, Yang Chen, Pan Hui. Proc. of the 18th ACM Conference on Embedded Networked Sensor Systems (SenSys’20), Demo Session, Virtual Event, Japan, Nov. 2020. Identifying Structural Hole Spanners in Online Social Networks Using Machine Learning Qingyuan Gong, Jiayun Zhang, Xin Wang, Yang Chen*. Proc. of ACM SIGCOMM (SIGCOMM’19), Poster Session, Beijing, China, Aug. 2019. Poster Abstract: Sensing People’s Time Management Activities: A Study Using Wearable Devices Chenxi Yang, Yang Chen*, Yuan Xuan. Proc. of the 16th ACM Conference on Embedded Networked Sensor Systems (SenSys’18), Poster Session, Shenzhen, China, Nov. 2018. Demo Abstract: CitySense: A Data Collection Approach for City Computing Applications Yue Mao, Zeyu Zhang, Hua Sun, Yang Chen*. Proc. of the 16th ACM Conference on Embedded Networked Sensor Systems (SenSys’18), Demo Session, Shenzhen, China, Nov. 2018. An Empirical Study of the Usage of the Swarm App’s Cross-Site Sharing Feature. Shihan Lin, Rong Xie, Yang Chen*, Yu Xiao, Pan Hui. Proc. of the Workshop on Mining and Learning from Smartphones Apps for Users (AppLens’18), co-located with the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18), Singapore, Oct. 2018. LBSLab: A User Data Collection System in Mobile Environments. Qingyuan Gong, Xinlei He, Qinge Xie, Shihan Lin, Guozhen She, Ruiyu Fang, Rui Han, Yang Chen*, Yu Xiao, Xiaoming Fu, Xin Wang. Proc. of the International Workshop on Mobile Human Contributions: Opportunities and Challenges (MHC’18), co-located with the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18), Singapore, Oct. 2018. Understanding Service Integration of Online Social Networks: A Data-Driven Study. Fei Li, Yang Chen*, Rong Xie, Fehmi Ben Abdesslem, Anders Lindgren. Proc. of the International Workshop on Pervasive Flow of Things (PerFoT’18), co-located with the 16th IEEE International Conference on Pervasive Computing and Communications (PerCom’18), Athens, Greece, Mar. 2018. This Place is Swarming: Using a Mobile Social App to Study Human Traffic in Cities. Hao Zhao, Qingyuan Gong, Yang Chen*, Jingrong Chen, Yong Li, Xiaoming Fu. Proc. of 5th International Workshop on Crowd Assisted Sensing, Pervasive Systems and Communications (CASPer’18), co-located with the 16th IEEE International Conference on Pervasive Computing and Communications (PerCom’18), Athens, Greece, Mar. 2018. Understanding User Activity Patterns of the Swarm App: A Data-Driven Study. Shihan Lin, Rong Xie, Qinge Xie, Hao Zhao, Yang Chen. Proc. of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’17), Poster Session, Hawaii, USA, Sep. 2017. Building and Analyzing a Global Co-Authorship Network Using Google Scholar Data. Yang Chen, Cong Ding, Jiyao Hu, Ruichuan Chen, Pan Hui, Xiaoming Fu. Proc. of 26th International World Wide Web Conference (WWW 2017) Companion, 4th WWW Workshop on Big Scholarly Data (BigScholar 2017), Perth, Australia, Apr. 2017. Measurement and Analysis of Tips in Foursquare. Yang Chen, Yuxi Yang, Jiyao Hu, Chenfan Zhuang. Proc. of the 14th IEEE International Conference on Pervasive Computing and Communications (PerCom’16), Work-in-Progress (WiP) session, Sydney, Australia, Mar. 2016. LBSNShield: Malicious Account Detection in Location-Based Social Networks. Yuan Xuan, Yang Chen, Huiying Li, Pan Hui, Lei Shi. Proc. of the 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW’16), Interactive Poster Session, San Francisco, California, USA, Feb.-Mar. 2016. In-Network Compute Extensions for Rate-Adaptive Content Delivery in Mobile Networks. Francesco Bronzino, Chao Han, Yang Chen, Kiran Nagaraja, Xiaowei Yang, Ivan Seskar, Dipankar Raychaudhuri. Proc. of the International Workshop on Computer and Networking Experimental Research using Testbeds (CNERT’14), co-located with IEEE ICNP 2014, Raleigh, North Carolina, USA, Oct. 2014. Understanding Cross-site Linking in Online Social Networks. Yang Chen, Chenfan Zhuang, Qiang Cao and Pan Hui. Proc. of the 8th ACM Workshop on Social Network Mining and Analysis (SNA-KDD’14), co-located with ACM SIGKDD 2014, New York City, USA, Aug. 2014. (Acceptance ratio: 6/28=21.4%) PacketCloud: an Open Platform for Elastic In-network Services. Yang Chen, Bingyang Liu, Yu Chen, Ang Li, Xiaowei Yang, Jun Bi Proc. of the 8th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch’13), Miami, USA, Oct., 2013. Pomelo: Accurate and Decentralized Shortest-path Distance Prediction in Social Graphs. Zhuo Chen, Yang Chen, Cong Ding, Beixing Deng, Xing Li. ACM SIGCOMM Computer Communication Review, 2011, 41(4):406-407. Albatross Sampling: Robust and Effective Hybrid Vertex Sampling for Social Graphs. Long Jin, Yang Chen, Pan Hui, Cong Ding, Tianyi Wang, Athanasios V. Vasilakos, Beixing Deng, Xing Li. Proc. of the 3rd ACM Workshop on Hot Topics in Planet-scale Measurement (HotPlanet’11), co-located with ACM MobiSys 2011, June 2011. Understanding Graph Sampling Algorithms for Social Network Analysis. Tianyi Wang, Yang Chen, Zengbin Zhang, Tianyin Xu, Long Jin, Pan Hui, Beixing Deng, Xing Li. Proc. of 3rd Annual Workshop on Simplifying Complex Networks for Practitioners (Simplex’11) , co-located with IEEE ICDCS, Minneapolis, USA, Jun.2011. Exploring User Social Behaviors in Mobile Social Applications. Konglin Zhu, Pan Hui, Yang Chen, Xiaoming Fu, Wenzhong Li. Proc. of the 4th Workshop on Social Network Systems (SNS’11), co-located with ACM EuroSys 2011, Salzburg, Austria, Apr. 2011. Taming the Triangle Inequality Violations with Network Coordinate System on Real Internet. Yibo Zhu, Yang Chen, Zengbin Zhang, Xiaoming Fu, Dan Li, Beixing Deng, Xing Li. ACM Workshop on Re-Architecturing the Internet (ReArch 2010), co-located with ACM CoNEXT 2010, Philadelphia, USA, ACM, December 2010. Reducing TIV Interference in Network Coordinate Systems. Zhuo Chen, Yibo Zhu, Yang Chen, Beixing Deng, Xing Li. Proc. of the 6th ACM International Conference on emerging Networking EXperiments and Technologies Student Workshop (CoNEXT’10), Philadelphia, USA, Nov.-Dec. 2010. Twittering by Cuckoo — Decentralized and Socio-Aware Online Microblogging Services. Tianyin Xu, Yang Chen, Xiaoming Fu, Pan Hui. ACM SIGCOMM Computer Communication Review, 2010, 40(4): 473-474. Unbiased Sampling in Directed Social Graph. Tianyi Wang, Yang Chen, Zengbin Zhang, Peng Sun, Beixing Deng, Xing Li. ACM SIGCOMM Computer Communication Review, 2010, 40(4):401-402. Towards Decentralized, Socio-Aware Online Microblogging Services and Data Measurement. Tianyin Xu, Yang Chen, Jin Zhao, Xiaoming Fu. Proc. of the 2nd ACM Workshop on Hot Topics in Planet-scale Measurement (HotPlanet’10) co-located with ACM MobiSys’10, San Francisco, CA, USA, June 2010. Handling Triangle Inequality Violations in Euclidean Distance based Network Coordinate Systems. Chengbo Dong, Guodong Wang, Yang Chen, Beixing Deng, Xing Li. Proc. of IEEE IWQoS (poster), Beijing, China, Jun. 2010. NC-APT: An Efficient and Scalable Download Mirror Selecting System. Yibo Zhu, Yang Chen, Guodong Wang, Beixing Deng, Xing Li. In Proc. of the 29th IEEE Conference on Computer Communications Student Workshop (INFOCOM’10), San Diego, California, Mar. 2010. Dimension Reduction of Network Bottleneck Bandwidth Data Space. Peng Sun, Yang Chen, Yibo Zhu, Xiaoming Fu, Beixing Deng, Xing Li. In Proc. of the 29th IEEE Conference on Computer Communications Student Workshop (INFOCOM’10), San Diego, California, Mar. 2010. Rigel: A Scalable and Lightweight replica selection Service for Replicated Distributed File System. Yuan Lin, Yang Chen, Guodong Wang, Beixing Deng. Proc. of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid’10), Melbourne, Australia, May 2010. What Level of Estimating Accuracy Does TCP Need and Can TCP Achieve Lin Cong, Guohan Lu, Yang Chen, Beixing Deng, Xing Li. Proc. of the 5th ACM International Conference on emerging Networking EXperiments and Technologies Student Workshop (CoNEXT’09), Rome, Italy, Dec. 2009. Neighbor Selection Based on TIV Severity Sort Model in Vivaldi Network Coordinate System. Peng Sun, Yang Chen, Beixing Deng, Xing Li. Poster Session of 17th IEEE International Conference on Network Protocols (ICNP’09), Princeton, New Jersey, USA, Oct. 2009. Publications in Chinese (中文论文): 互联网数据传输协议QUIC研究综述. 李学兵, 陈阳*, 周孟莹, 王新 计算机研究与发展, 2020, 57(9):1864-1876. 再谈Facebook事件与在线社交网络隐私保护. 陈阳, 宫庆媛, 王新 中国计算机学会通讯, 2018, 14(5):68-71.

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