Cong Xie

According to our database1, Cong Xie authored at least 37 papers between 2013 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




SuPoolVisor: a visual analytics system for mining pool surveillance.
Frontiers Inf. Technol. Electron. Eng., 2020

A Visual Analytics Framework for the Detection of Anomalous Call Stack Trees in High Performance Computing Applications.
IEEE Trans. Vis. Comput. Graph., 2019

Visual Analytics of Heterogeneous Data Using Hypergraph Learning.
ACM Trans. Intell. Syst. Technol., 2019

Identification and Control of Electric Elasticity Limit for Electric-Spring-Based Flexible Loads.
IEEE Trans. Ind. Informatics, 2019

Local AdaAlter: Communication-Efficient Stochastic Gradient Descent with Adaptive Learning Rates.
CoRR, 2019

Zeno++: robust asynchronous SGD with arbitrary number of Byzantine workers.
CoRR, 2019

Practical Distributed Learning: Secure Machine Learning with Communication-Efficient Local Updates.
CoRR, 2019

Asynchronous Federated Optimization.
CoRR, 2019

CCSMR: A Combinatorial Category Space-Based Model for Recommendation.
IEEE Access, 2019

RP-Net: A 3D Convolutional Neural Network for Brain Segmentation From Magnetic Resonance Imaging.
IEEE Access, 2019

Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

SLSGD: Secure and Efficient Distributed On-device Machine Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance.
Proceedings of the 36th International Conference on Machine Learning, 2019

Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications.
Proceedings of the Computational Science - ICCS 2019, 2019

MultiSciView: Multivariate Scientific X-ray Image Visual Exploration with Cross-Data Space Views.
Vis. Informatics, 2018

Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015.
Int. J. Digital Earth, 2018

Zeno: Byzantine-suspicious stochastic gradient descent.
CoRR, 2018

Phocas: dimensional Byzantine-resilient stochastic gradient descent.
CoRR, 2018

Generalized Byzantine-tolerant SGD.
CoRR, 2018

Attack RMSE Leaderboard: An Introduction and Case Study.
CoRR, 2018

Performance Visualization for TAU Instrumented Scientific Workflows.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Visual analysis of user-driven association rule mining.
J. Vis. Lang. Comput., 2017

A Visual Analytics Approach for Categorical Joint Distribution Reconstruction from Marginal Projections.
IEEE Trans. Vis. Comput. Graph., 2017

A novel water index for urban high-resolution eight-band WorldView-2 imagery.
Int. J. Digital Earth, 2016

IEVQ: An Iterative Example-Based Visual Query for Pathology Database.
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2016

Visual Analysis of User-Driven Association Rule Mining.
Proceedings of the 9th International Symposium on Visual Information Communication and Interaction, 2016

Modified Cuckoo Search Algorithm for Solving Permutation Flow Shop Problem.
Proceedings of the Intelligent Computing Theories and Application, 2016

Application of Improved Cuckoo Search Algorithm to Path Planning Unmanned Aerial Vehicle.
Proceedings of the Intelligent Computing Theories and Application, 2016

A Scalable and Extensible Framework for Superposition-Structured Models.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Wishart Mechanism for Differentially Private Principal Components Analysis.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A New Relaxation Approach to Normalized Hypergraph Cut.
CoRR, 2015

S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut.
CoRR, 2015

VAET: A Visual Analytics Approach for E-Transactions Time-Series.
IEEE Trans. Vis. Comput. Graph., 2014

Distributed Power-law Graph Computing: Theoretical and Empirical Analysis.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Topic hypergraph: hierarchical visualization of thematic structures in long documents.
Sci. China Inf. Sci., 2013