Cong Xie

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 76

Top Topics

Brain Segmentation

Stochastic Gradient Descent

Machine Learning

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Shaohui Jiao, Dehao Zhao, Yuzhong Chen, Shengdong Wang, Cong Xie, Bo Zhu, Ali Israr, Li Zhang
Intractable Live Free-Viewpoint Video with Haptic Feedback. SIGGRAPH Immersive Pavilion (2024)
Ziheng Jiang, Haibin Lin, Yinmin Zhong, Qi Huang, Yangrui Chen, Zhi Zhang, Yanghua Peng, Xiang Li, Cong Xie, Shibiao Nong, Yulu Jia, Sun He, Hongmin Chen, Zhihao Bai, Qi Hou, Shipeng Yan, Ding Zhou, Yiyao Sheng, Zhuo Jiang, Haohan Xu, Haoran Wei, Zhang Zhang, Pengfei Nie, Leqi Zou, Sida Zhao, Liang Xiang, Zherui Liu, Zhe Li, Xiaoying Jia, Jianxi Ye, Xin Jin, Xin Liu
MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs. NSDI (2024)
Ziheng Jiang, Haibin Lin, Yinmin Zhong, Qi Huang, Yangrui Chen, Zhi Zhang, Yanghua Peng, Xiang Li, Cong Xie, Shibiao Nong, Yulu Jia, Sun He, Hongmin Chen, Zhihao Bai, Qi Hou, Shipeng Yan, Ding Zhou, Yiyao Sheng, Zhuo Jiang, Haohan Xu, Haoran Wei, Zhang Zhang, Pengfei Nie, Leqi Zou, Sida Zhao, Liang Xiang, Zherui Liu, Zhe Li, Xiaoying Jia, Jianxi Ye, Xin Jin, Xin Liu
MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs. CoRR (2024)
Cong Xie, Mohammed El-Hajjar, Soon Xin Ng
Machine learning assisted adaptive LDPC coded system design and analysis. IET Commun. 18 (1) (2024)
Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang
LEMON: Lossless model expansion. ICLR (2024)
Jianxiang Lu, Cong Xie, Hui Guo
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding. CoRR (2024)
Zhihan Jiang, Handi Chen, Rui Zhou, Jing Deng, Xinchen Zhang, Running Zhao, Cong Xie, Yifang Wang, Edith C. H. Ngai
: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Xiaozheng Dang, Di He, Cong Xie
A Time Delay Prediction Model of 5G Users Based on the BiLSTM Neural Network Optimized by APSO-SD. J. Electr. Comput. Eng. 2023 (2023)
Beomyeol Jeon, Linda Cai, Chirag Shetty, Pallavi Srivastava, Jintao Jiang, Xiaolan Ke, Yitao Meng, Cong Xie, Indranil Gupta
Baechi: Fast Device Placement of Machine Learning Graphs. CoRR (2023)
Gang Liu, Fei Ma, Chaobo Fan, Cong Xie, Qi Li, Weijun Ni, Hong Xu
Convolutional Neural Network and Long Short-Term Memory Integrated ROP Prediction Model Introduced Attention Mechanism. ISIA (2023)
Anjul Tyagi, Cong Xie, Klaus Mueller
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Zhihan Jiang, Handi Chen, Rui Zhou, Jing Deng, Xinchen Zhang, Running Zhao, Cong Xie, Yifang Wang, Edith C. H. Ngai
HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data. CoRR (2023)
Zhihan Jiang, Cong Xie, Edith C. H. Ngai
A Health Profiling Framework for Children Leveraging Multimodal Learning Based on Ambient Sensor Signals. ICASSP Workshops (2023)
Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang
LEMON: Lossless model expansion. CoRR (2023)
Cong Xie, Guofa Cai, Yi Fang, Wenyang Xu, Pingping Chen
Design of a New Feedback Variance-Detection-Based ToA Estimator for DCSK-UWB System. ISCIT (2022)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
ZenoPS: A Distributed Learning System Integrating Communication Efficiency and Security. Algorithms 15 (7) (2022)
Yangrui Chen, Cong Xie, Meng Ma, Juncheng Gu, Yanghua Peng, Haibin Lin, Chuan Wu, Yibo Zhu
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training. NeurIPS (2022)
Xinzhong Liu, Cong Xie, Wenwu Xie, Peng Zhu, Zhihe Yang
Security performance analysis of RIS-assisted UAV wireless communication in industrial IoT. J. Supercomput. 78 (4) (2022)
Cong Xie, Kun Wang
Uniform Finite Element Error Estimates with Power-Type Asymptotic Constants for Unsteady Navier-Stokes Equations. Entropy 24 (7) (2022)
Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. CoRR (2022)
Cong Xie, Jian Yang, Hai Tian, Danfeng Zhao, Tongzhou Han
A Random Construction Method of SC-LDPC Code with Changed Check Structure. ICCT (2021)
Cong Xie, Gang Wang, Xinlong Feng
Variational multiscale virtual element method for the convection-dominated diffusion problem. Appl. Math. Lett. 117 (2021)
Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. ISBI (2021)
Liansheng Wang, Cong Xie, Yi Lin, Hong-Yu Zhou, Kailin Chen, Dalong Cheng, Florian Dubost, Benjamin Collery, Bidur Khanal, Bishesh Khanal, Rong Tao, Shangliang Xu, Upasana Upadhyay Bharadwaj, Zhusi Zhong, Jie Li, Shuxin Wang, Shuo Li
Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge. Medical Image Anal. 72 (2021)
Cong Xie, Kun Wang
Viscosity explicit analysis for finite element methods of time-dependent Navier-Stokes equations. J. Comput. Appl. Math. 392 (2021)
Dongming Han, Jiacheng Pan, Cong Xie, Xiaodong Zhao, Xiaonan Luo, Wei Chen
A Visual Analytics Approach for Structural Differences Among Graphs via Deep Learning. IEEE Computer Graphics and Applications 41 (5) (2021)
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng
Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation. ISBI (2021)
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng
RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation. CoRR (2021)
Lizhang Wang, Chunxiao Fan, Cong Xie, Wei Zhou
Leader-Following Consensus of Multiple Euler-Lagrange Systems Under Deception Attacks. IEEE Access 9 (2021)
Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. AAAI (2021)
Yuchen Zhong, Cong Xie, Shuai Zheng, Haibin Lin
Compressed Communication for Distributed Training: Adaptive Methods and System. CoRR (2021)
Beomyeol Jeon, Linda Cai, Pallavi Srivastava, Jintao Jiang, Xiaolan Ke, Yitao Meng, Cong Xie, Indranil Gupta
Baechi: fast device placement of machine learning graphs. SoCC (2020)
Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck
SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization. IEEE VAST@IEEE VIS (2020)
Anjul Tyagi, Cong Xie, Klaus Mueller
Visual Steering for One-Shot Deep Neural Network Synthesis. CoRR (2020)
Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck
SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization. CoRR (2020)
Jiazhi Xia, Yu-hong Zhang, Hui Ye, Ying Wang, Guang Jiang, Ying Zhao, Cong Xie, Xiaoyan Kui, Sheng-Hui Liao, Wei-ping Wang
SuPoolVisor: a visual analytics system for mining pool surveillance. Frontiers Inf. Technol. Electron. Eng. 21 (4) (2020)
Cong Xie, Sanmi Koyejo, Indranil Gupta
Zeno++: Robust Fully Asynchronous SGD. ICML (2020)
Sungsoo Ha, Wonyong Jeong, Gyorgy Matyasfalvi, Cong Xie, Kevin A. Huck, Jong Youl Choi, Abid Malik, Li Tang, Hubertus Van Dam, Line Pouchard, Wei Xu, Shinjae Yoo, Nicholas D'Imperio, Kerstin Kleese van Dam
Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool. CoRR (2020)
Cong Xie, Shuai Zheng, Oluwasanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin
CSER: Communication-efficient SGD with Error Reset. CoRR (2020)
Cong Xie, Shuai Zheng, Oluwasanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin
CSER: Communication-efficient SGD with Error Reset. NeurIPS (2020)
Lei Zhu, Rongzhen Chen, Huazhu Fu, Cong Xie, Liansheng Wang, Liang Wan, Pheng-Ann Heng
A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound. MICCAI (6) (2020)
Chunjing Xiao, Kewen Xia, Leilei Sun, Cong Xie, Yuxiang Zhang
CCSMR: A Combinatorial Category Space-Based Model for Recommendation. IEEE Access 7 (2019)
Liansheng Wang, Cong Xie, Nianyin Zeng
RP-Net: A 3D Convolutional Neural Network for Brain Segmentation From Magnetic Resonance Imaging. IEEE Access 7 (2019)
Zhen Zhang, Cong Xie, Ruilin Tong, Shuang Gao
Identification and Control of Electric Elasticity Limit for Electric-Spring-Based Flexible Loads. IEEE Trans. Ind. Informatics 15 (11) (2019)
Cong Xie, Wonyong Jeong, Gyorgy Matyasfalvi, Hubertus Van Dam, Klaus Mueller, Shinjae Yoo, Wei Xu
Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications. ICCS (1) (2019)
Cong Xie, Sanmi Koyejo, Indranil Gupta
Asynchronous Federated Optimization. CoRR (2019)
Cong Xie, Sanmi Koyejo, Indranil Gupta
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation. CoRR (2019)
Cong Xie, Wen Zhong, Wei Xu, Klaus Mueller
Visual Analytics of Heterogeneous Data Using Hypergraph Learning. ACM Trans. Intell. Syst. Technol. 10 (1) (2019)
Cong Xie, Sanmi Koyejo, Indranil Gupta
Practical Distributed Learning: Secure Machine Learning with Communication-Efficient Local Updates. CoRR (2019)
Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng
A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation. PRICAI (1) (2019)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta, Haibin Lin
Local AdaAlter: Communication-Efficient Stochastic Gradient Descent with Adaptive Learning Rates. CoRR (2019)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
SLSGD: Secure and Efficient Distributed On-device Machine Learning. ECML/PKDD (2) (2019)
Cong Xie, Sanmi Koyejo, Indranil Gupta
Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance. ICML (2019)
Cong Xie
Zeno++: robust asynchronous SGD with arbitrary number of Byzantine workers. CoRR (2019)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation. UAI (2019)
Cong Xie, Wei Xu, Klaus Mueller
A Visual Analytics Framework for the Detection of Anomalous Call Stack Trees in High Performance Computing Applications. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
Generalized Byzantine-tolerant SGD. CoRR (2018)
Cong Xie, Wei Xu, Sungsoo Ha, Kevin A. Huck, Sameer Shende, Hubertus Van Dam, Kerstin Kleese van Dam, Klaus Mueller
Performance Visualization for TAU Instrumented Scientific Workflows. VISIGRAPP (3: IVAPP) (2018)
Cong Xie
Attack RMSE Leaderboard: An Introduction and Case Study. CoRR (2018)
Wen Zhong, Wei Xu, Kevin G. Yager, Gregory S. Doerk, Jian Zhao, Yunke Tian, Sungsoo Ha, Cong Xie, Yuan Zhong, Klaus Mueller, Kerstin Kleese van Dam
MultiSciView: Multivariate Scientific X-ray Image Visual Exploration with Cross-Data Space Views. Vis. Informatics 2 (1) (2018)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
Zeno: Byzantine-suspicious stochastic gradient descent. CoRR (2018)
Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
Phocas: dimensional Byzantine-resilient stochastic gradient descent. CoRR (2018)
Cong Xie, Xin Huang, Leiguang Wang, Xing Fang, Wenzhi Liao
Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015. Int. J. Digit. Earth 11 (11) (2018)
Cong Xie, Wen Zhong, Klaus Mueller
A Visual Analytics Approach for Categorical Joint Distribution Reconstruction from Marginal Projections. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Wei Chen, Cong Xie, Pingping Shang, Qunsheng Peng
Visual analysis of user-driven association rule mining. J. Vis. Lang. Comput. 42 (2017)
Hongqing Zheng, Yong-Quan Zhou, Cong Xie
Modified Cuckoo Search Algorithm for Solving Permutation Flow Shop Problem. ICIC (1) (2016)
Wuxuan Jiang, Cong Xie, Zhihua Zhang
Wishart Mechanism for Differentially Private Principal Components Analysis. AAAI (2016)
Shenjian Zhao, Cong Xie, Zhihua Zhang
A Scalable and Extensible Framework for Superposition-Structured Models. AAAI (2016)
Hui Lei, Cong Xie, Pingping Shang, Fan Zhang, Wei Chen, Qunsheng Peng
Visual Analysis of User-Driven Association Rule Mining. VINCI (2016)
Cong Xie, Hongqing Zheng
Application of Improved Cuckoo Search Algorithm to Path Planning Unmanned Aerial Vehicle. ICIC (1) (2016)
Cong Xie, Wen Zhong, Jun Kong, Wei Xu, Klaus Mueller, Fusheng Wang
IEVQ: An Iterative Example-Based Visual Query for Pathology Database. DMAH@VLDB (2016)
Cong Xie, Xin Huang, Wenxian Zeng, Xing Fang
A novel water index for urban high-resolution eight-band WorldView-2 imagery. Int. J. Digit. Earth 9 (10) (2016)
Xin Huang, Cong Xie, Xing Fang, Liangpei Zhang
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. 8 (5) (2015)
Wuxuan Jiang, Cong Xie, Zhihua Zhang
Wishart Mechanism for Differentially Private Principal Components Analysis. CoRR (2015)
Cong Xie, Wu-Jun Li, Zhihua Zhang
A New Relaxation Approach to Normalized Hypergraph Cut. CoRR (2015)
Cong Xie, Wu-Jun Li, Zhihua Zhang
S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut. CoRR (2015)
Cong Xie, Wei Chen, Xinxin Huang, Yueqi Hu, Scott Barlowe, Jing Yang
VAET: A Visual Analytics Approach for E-Transactions Time-Series. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Cong Xie, Ling Yan, Wu-Jun Li, Zhihua Zhang
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis. NIPS (2014)
Guizhen Wang, Chaokai Wen, Binghui Yan, Cong Xie, Ronghua Liang, Wei Chen
Topic hypergraph: hierarchical visualization of thematic structures in long documents. Sci. China Inf. Sci. 56 (5) (2013)