Cong Xie

Orcid: 0000-0002-5682-0230

According to our database1, Cong Xie authored at least 75 papers between 2013 and 2024.

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

Timeline

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Bibliography

2024
: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data.
IEEE Trans. Vis. Comput. Graph., January, 2024

Machine learning assisted adaptive LDPC coded system design and analysis.
IET Commun., January, 2024

SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training.
CoRR, 2024

MoE-Pruner: Pruning Mixture-of-Experts Large Language Model using the Hints from Its Router.
CoRR, 2024

Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding.
CoRR, 2024

A Traffic Flow Data Quality Repair Model Based on Spatiotemporal Correlation.
IEEE Access, 2024

Intractable Live Free-Viewpoint Video with Haptic Feedback.
Proceedings of the ACM SIGGRAPH 2024 Immersive Pavilion, 2024

MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

LEMON: Lossless model expansion.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis.
IEEE Trans. Vis. Comput. Graph., 2023

A Time Delay Prediction Model of 5G Users Based on the BiLSTM Neural Network Optimized by APSO-SD.
J. Electr. Comput. Eng., 2023

HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data.
CoRR, 2023

Baechi: Fast Device Placement of Machine Learning Graphs.
CoRR, 2023

Convolutional Neural Network and Long Short-Term Memory Integrated ROP Prediction Model Introduced Attention Mechanism.
Proceedings of the 2023 International Conference on Intelligent Sensing and Industrial Automation, 2023

A Health Profiling Framework for Children Leveraging Multimodal Learning Based on Ambient Sensor Signals.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Security performance analysis of RIS-assisted UAV wireless communication in industrial IoT.
J. Supercomput., 2022

Uniform Finite Element Error Estimates with Power-Type Asymptotic Constants for Unsteady Navier-Stokes Equations.
Entropy, 2022

ZenoPS: A Distributed Learning System Integrating Communication Efficiency and Security.
Algorithms, 2022

SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Design of a New Feedback Variance-Detection-Based ToA Estimator for DCSK-UWB System.
Proceedings of the 21st International Symposium on Communications and Information Technologies, 2022

2021
Toward communication-efficient and secure distributed machine learning
PhD thesis, 2021

Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge.
Medical Image Anal., 2021

Viscosity explicit analysis for finite element methods of time-dependent Navier-Stokes equations.
J. Comput. Appl. Math., 2021

Compressed Communication for Distributed Training: Adaptive Methods and System.
CoRR, 2021

A Visual Analytics Approach for Structural Differences Among Graphs via Deep Learning.
IEEE Computer Graphics and Applications, 2021

Variational multiscale virtual element method for the convection-dominated diffusion problem.
Appl. Math. Lett., 2021

Leader-Following Consensus of Multiple Euler-Lagrange Systems Under Deception Attacks.
IEEE Access, 2021

Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A Random Construction Method of SC-LDPC Code with Changed Check Structure.
Proceedings of the 21st International Conference on Communication Technology, 2021

Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

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

Visual Steering for One-Shot Deep Neural Network Synthesis.
CoRR, 2020

Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool.
CoRR, 2020

CSER: Communication-efficient SGD with Error Reset.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization.
Proceedings of the 15th IEEE Conference on Visual Analytics Science and Technology, 2020

Zeno++: Robust Fully Asynchronous SGD.
Proceedings of the 37th International Conference on Machine Learning, 2020

Baechi: fast device placement of machine learning graphs.
Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

2019
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

2018
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. Digit. 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

2017
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

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

2015
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

2014
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

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


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