Chen Xu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 18

Top Topics

Visualization Tool

Matrix Inversion

Fault Tolerance

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Guangyao Ding, Chen Xu, Weining Qian
Hybrid Evaluation for Occlusion-based Explanations on CNN Inference Queries. ICDE (2024)
Zihao Chen, Chen Xu, Weining Qian, Aoying Zhou
Elastic Averaging for Efficient Pipelined DNN Training. PPoPP (2023)
Zihao Chen, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou
Redundancy Elimination in Distributed Matrix Computation. SIGMOD Conference (2022)
Baokun Han, Zihao Chen, Chen Xu, Aoying Zhou
Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark. DASFAA (1) (2022)
Zihao Chen, Zhizhen Xu, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou
ReMac: A Matrix Computation System with Redundancy Elimination. Proc. VLDB Endow. 15 (12) (2022)
Zhizhen Xu, Zihao Chen, Chen Xu
Loupe: A Visualization Tool for High-Level Execution Plans in SystemDS. DASFAA (3) (2021)
Yi Yang, Chen Xu, Chao Kong, Aoying Zhou
Hybrid Checkpointing for Iterative Processing in BSP-Based Systems. WISA (2021)
Nifei Bi, Xiansen Chen, Chen Xu, Aoying Zhou
Beamer: An End-to-End Deep Learning Framework for Unifying Data Cleaning in DNN Model Training and Inference. CIKM (2021)
Zihao Chen, Zhizhen Xu, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
HyMAC: A Hybrid Matrix Computation System. Proc. VLDB Endow. 14 (12) (2021)
Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
Hybrid Evaluation for Distributed Iterative Matrix Computation. SIGMOD Conference (2021)
Qihang Chen, Guangyao Ding, Chen Xu, Weining Qian, Aoying Zhou
Euge: Effective Utilization of GPU Resources for Serving DNN-Based Video Analysis. APWeb/WAIM (2) (2020)
Chao Kong, Ming Gao, Chen Xu, Yunbin Fu, Weining Qian, Aoying Zhou
EnAli: entity alignment across multiple heterogeneous data sources. Frontiers Comput. Sci. 13 (1) (2019)
Jihong Yan, Chen Xu, Na Li, Ming Gao, Aoying Zhou
Optimizing model parameter for entity summarization across knowledge graphs. J. Comb. Optim. 37 (1) (2019)
Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl
Fault-Tolerance for Distributed Iterative Dataflows in Action. Proc. VLDB Endow. 11 (12) (2018)
Chen Xu, Markus Holzemer, Manohar Kaul, Juan Soto, Volker Markl
On Fault Tolerance for Distributed Iterative Dataflow Processing. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Chen Xu, Markus Holzemer, Manohar Kaul, Volker Markl
Efficient fault-tolerance for iterative graph processing on distributed dataflow systems. ICDE (2016)
Chao Kong, Ming Gao, Chen Xu, Weining Qian, Aoying Zhou
Entity Matching Across Multiple Heterogeneous Data Sources. DASFAA (1) (2016)
Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl
Optimistic Recovery for Iterative Dataflows in Action. SIGMOD Conference (2015)
Liang Zhang, Chen Xu, Weining Qian, Aoying Zhou
Common Neighbor Query-Friendly Triangulation-Based Large-Scale Graph Compression. WISE (1) (2014)
Chen Xu, Mohamed A. Sharaf, Xiaofang Zhou, Aoying Zhou
Quality-aware schedulers for weak consistency key-value data stores. Distributed Parallel Databases 32 (4) (2014)
Chen Xu, Fan Xia, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou
AQUAS: A quality-aware scheduler for NoSQL data stores. ICDE (2014)
Jinxian Wei, Fan Xia, Chaofeng Sha, Chen Xu, Xiaofeng He, Aoying Zhou
Workload-Aware Cache for Social Media Data. APWeb (2013)
Chen Xu, Minqi Zhou, Feng Chen, Aoying Zhou
Detecting User Preference on Microblog. DASFAA (2) (2013)
Chen Xu, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou, Xiaofang Zhou
Adaptive Query Scheduling in Key-Value Data Stores. DASFAA (1) (2013)
Chen Xu, Minqi Zhou, Weining Qian
Materialized view maintenance in columnar storage for massive data analysis. IUCS (2010)