Siqi Shen

Assistant Professor, Xiamen University, 2020

siqishen (at) xmu.edu.cn

Research Interest

Point Clouds, Artificial Intelligence, Distributed Systems

Education

PhD	Delft University of Technology, Computer Science	2010-2015
MSC	National University of Defense Technology, Computer Science	2007-2009
BSC	National University of Defense Technology, Computer Science	2003-2007

Publication

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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