Xilun Chen

According to our database, Xilun Chen authored at least 11 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

DataStorm: Coupled, Continuous Simulations for Complex Urban Environments.

Hans Walter Behrens, K. Selçuk Candan, Xilun Chen, Yash Garg, Mao-Lin Li, Xinsheng Li, Sicong Liu, Maria Luisa Sapino, Md Shadab, Dalton Turner, Magesh Vijayakumaren

Trans. Data Sci., 2021

2019

Efficient Incremental Model Learning on Data Streams.

Xilun Chen

PhD thesis, 2019

Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data.

Giulia Pedrielli, K. Selçuk Candan, Xilun Chen, Logan Mathesen, Alireza Inanalouganji, Jie Xu, Chun-Hung Chen, Loo Hay Lee

Asia Pac. J. Oper. Res., 2019

Complicacy-Guided Parameter Space Sampling for Knowledge Discovery with Limited Simulation Budgets.

Xilun Chen, Logan Mathesen, Giulia Pedrielli, K. Selçuk Candan

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

2018

DataStorm-FE: A Data- and Decision-Flow and Coordination Engine for Coupled Simulation Ensembles.

Hans Behrens, K. Selçuk Candan, Xilun Chen, Ashish Gadkari, Yash Garg, Mao-Lin Li

Proc. VLDB Endow., 2018

IMS-DTM: Incremental Multi-Scale Dynamic Topic Models.

Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles.

Silvestro Roberto Poccia, Maria Luisa Sapino, Sicong Liu, Xilun Chen, Yash Garg, Shengyu Huang, Jung Hyun Kim, Xinsheng Li, Parth Nagarkar, K. Selçuk Candan

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2015

KSGM: Keynode-driven Scalable Graph Matching.

Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino, Paulo Shakarian

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets.

Xilun Chen, K. Selçuk Candan

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams.

Xilun Chen, K. Selçuk Candan

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Hive open research network platform.

Jung Hyun Kim, Xilun Chen, K. Selçuk Candan, Maria Luisa Sapino

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013