沈思淇

职称:
E-mail:
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研究方向:
助理教授
siqishen {at} xmu.edu.cn
人工智能、网络虚拟环境、分布式系统

【详细信息】

沈思淇,现为厦门大学信息学院计算机系助理教授。2007年、2009年于国防科学技术大学计算机学院计算机科学与技术学科(教育部评估A+)获得学士和硕士学位。2015年博士毕业于荷兰代尔夫特理工大学,2015年至2020年担任国防科学技术大学计算机学院助理研究员,参与多项国家重大科研任务研发。在TOMM, ToN, TKDD, Computer Networks, MM, SIGCOMM, INFOCOM, CIKM, WWW, ICASSP, NOSSDAV, CCGrid, EuroPar, NetGames, MMVE等国际知名期刊、会议上公开发表了多篇学术论文,担任多个期刊、会议组委会委员及审稿人。目前主要从事人工智能(三维视觉、强化学习、点云、增强现实)、网络虚拟环境(游戏可扩展技术、虚拟现实)、分布式系统(云计算调度、存储)等相关领域的研究。

指导毕业的学生均在一线IT企业(阿里、百度等)工作或继续攻读博士学位。2021年度招收研究生和对科研感兴趣的本科生,欢迎对本人研究领域有兴趣的同学通过电子邮件联系我。

【教育经历】

  • 博士 荷兰代尔夫特理工大学,计算机科学与技术 2010-2015

  • 博士 国防科学技术大学,计算机科学与技术 2010-2015

  • 硕士 国防科学技术大学, 计算机科学与技术 2007-2009

  • 学士 国防科学技术大学, 计算机科学与技术 2003-2007

【代表性论文】

[1] Siqi Shen, Yongquan Fu*, Huayou Su, Hengyue Pan, Peng Qiao, Yong Dou, Cheng Wang*; GRAPHCOMM: A GRAPH NEURAL NETWORK BASED METHOD FOR MULTI-AGENT REINFORCEMENT LEARNING, ICASSP 2021, CCF B

[2] Yongquan Fu, Lun An, Kai Chen, Pere Barlet-Ros, Siqi Shen*, Jellyfish: Locality-sensitive Subflow Sketching, INFOCOM, 2021, CCF A

[3] Adele Lu Jia, Yuanxing Rao, Hongru Li, Ran Tian, Siqi Shen*, Revealing Donation Dynamics in Social Live Video Streaming, WWW 2020, CCF A

[4] Siqi Shen, Yongquan Fu, Adele Lu Jia, Huayou Su, Qinglin Wang, Chengsong Wang, Yong Dou, Learning Network Representation Through Reinforcement Learning, ICASSP, 2020, CCF B

[5] Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen, Clustering-preserving Network Flow Sketching, 2020, INFOCOM, CCF A

[6] Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen, Resilient Disaggregated Network Flow Monitoring, 2020, SIGCOMM, CCF A

[7] Xiaoxue Shen, Adele Lu Jia, Siqi Shen*, Yong Dou, Helping the ineloquent farmers: Finding experts for questions with limited text in agricultural Q&A Communities, IEEE ACCESS, 2020, JCR 2

[8] Liwen Peng, Siqi Shen*, Jun Xu, Yongquan Fu, Dongsheng Li, Adele lu Jia. Diting: An Author Disambiguation method based on Network Representation Learning. IEEE ACCESS, 2019, JCR 2

[9] Yongquan Fu, Dongsheng Li, Pere Barlet-Ros, Chun Huang, Zhen Huang, Siqi Shen, Huayou Su, A Skewness-aware Matrix Factorization Approach for Mesh-structured Cloud Services, IEEE/ACM Transactions on Networking, 2019, CCF A

[10] Liwen Peng, Siqi Shen*, Dongsheng Li, Jun Xu, Yongquan Fu, Huayou Su, Author Disambiguation through Adversarial Network Representation Learning, IJCNN, 2019, CCF C

[11] Jun Xu, Siqi Shen*, Dongsheng Li, Yongquan Fu, A Network-embedding Based Method for Author Disambiguation, ACM International Conference on Information and Knowledge Management (CIKM), 2018, CCF B

[12] Adele Lu Jia, Siqi Shen*, Dongsheng Li, and Shengling Chen, Predicting the Implicit and the Explicit Video Popularity in a User Generated Content Site with Enhanced Social Features, Computer Networks, 2018, CCF B

[13] Dongsheng Li, Wangxing Zhang, Siqi Shen, Yiming Zhang, SES-LSH: Shuffle-Efficient Locality Sensitive Hashing for Distributed Similarity Search, IEEE International Conference on Web Services (ICWS), 2017, CCF B

[14] Adele Lu Jia, Siqi Shen*, Dick Epema, and Alexandru Iosup, When game becomes life: The creators and the spectators of online game replays and live streaming, ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2016, CCF B

[15] Adele Lu Jia, Siqi Shen*, Ruud van de Bovenkamp, Alexandru Iosup, Fernando Kuipers, and Dick Epema, Socializing by Gaming: Revealing Social Relationships in Multiplayer Online Games, ACM Transactions on Knowledge Discovery from Data (TKDD), 2015, CCF B

[16] Siqi Shen, Shunyun Hu, Alexandru Iosup, and Dick Epema, The Area of Simulation Mechanism and Architecture for Multi-Avatar Virtual Environments, ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2015, CCF B

[17] Marcus Martens, Siqi Shen, Alexandru Iosup, and Fernando Kuipers, Toxicity Detection in Multiplayer Online Games, In Network and Systems Support for Games (NetGames), 2015, BEST Paper

[18] Siqi Shen, Alexandru Iosup, Assaf Israel, Walfredo Cirne, Danny Raz, and Dick Epema, An Availability-on-Demand Mechanism for Datacenters, In IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) 2015, CCF C

[19] Siqi Shen, Vincent van Beek, and Alexandru Iosup, Statistical Characterization of Business-Critical Workloads Hosted in Cloud Datacenters, In IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) 2015, CCF C

[20] Siqi Shen, Niels Brouwers, Alexandru Iosup, and Dick Epema, Characterization of Human Mobility in Networked Virtual Environments, In Network and Operating System Support for Digital Audio and Video (NOSSDAV) 2014, CCF B

[21] Yunhua Deng, Siqi Shen, Zhe Huang, Alexandru Iosup, and Rynson Lau, Dynamic Resource Management in Cloud-based Distributed Virtual Environment, ACM Multimedia 2014, CCF A

[22] Siqi Shen and Alexandru Iosup, Modeling Avatar Mobility of Networked Virtual Environments, In Massively Multiuser Virtual Environments (MMVE) 2014

[23] Siqi Shen, Kefeng Deng, Alexandru Iosup, and Dick Epema, Scheduling Jobs in the Cloud Using On-demand and Reserved Instances, In European Conference on Parallel and Distributed Computing (EuroPar) 2013, CCF C

[24] Siqi Shen, Alexandru Iosup, and Dick Epema, Massivizing Multi-Player Online Games on Clouds, In IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) 2013, CCF C

[25] Siqi Shen, Otto Visser, and Alexandru Iosup, RTSenv: An Experimental Environment for Real-Time Strategy Games, In Network and Systems Support for Games (NetGames) 2011

[26] Siqi Shen and Alexandru Iosup, The XFire Online Meta-Gaming Network: Observation and High-Level Analysis, In Massively Multiuser Virtual Environments (MMVE) 2011

【科研项目】

  • 基于云计算平台的网络虚拟环境关键技术研究,国家自然科学基金青年项目(2017-2019)主持

  • 主持重点实验室基金一项并参与多项重大科研项目(如973、863、重点研发)

【最后更新】

2021年3月10号