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2020 – today
- 2024
[j27]Yan Li
, Liangjie Xu, Wendie Qin, Cong Xie, Chuanwang Ji:
A Traffic Flow Data Quality Repair Model Based on Spatiotemporal Correlation. IEEE Access 12: 116816-116828 (2024)- [j26]Cong Xie, Mohammed El-Hajjar, Soon Xin Ng:
Machine learning assisted adaptive LDPC coded system design and analysis. IET Commun. 18(1): 1-10 (2024) - [j25]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): 1205-1215 (2024) - [c29]Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang:
LEMON: Lossless model expansion. ICLR 2024 - [c28]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: 745-760 - [c27]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: 7 - [i26]Jianxiang Lu, Cong Xie, Hui Guo:
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding. CoRR abs/2401.15708 (2024) - [i25]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 abs/2402.15627 (2024) - [i24]Yanyue Xie, Zhi Zhang, Ding Zhou, Cong Xie, Ziang Song, Xin Liu, Yanzhi Wang, Xue Lin, An Xu:
MoE-Pruner: Pruning Mixture-of-Experts Large Language Model using the Hints from Its Router. CoRR abs/2410.12013 (2024) - [i23]Jinda Jia, Cong Xie, Hanlin Lu, Daoce Wang, Hao Feng, Chengming Zhang, Baixi Sun, Haibin Lin, Zhi Zhang, Xin Liu, Dingwen Tao:
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training. CoRR abs/2410.15526 (2024) - 2023
- [j24]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: 4137614:1-4137614:20 (2023) - [j23]Anjul Kumar Tyagi, Cong Xie, Klaus Mueller:
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis. IEEE Trans. Vis. Comput. Graph. 29(1): 299-309 (2023) - [c26]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: 1-4 - [c25]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: 28:1-28:8 - [i22]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 abs/2301.08695 (2023) - [i21]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 abs/2307.12242 (2023) - [i20]Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang:
LEMON: Lossless model expansion. CoRR abs/2310.07999 (2023) - 2022
- [j22]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta:
ZenoPS: A Distributed Learning System Integrating Communication Efficiency and Security. Algorithms 15(7): 233 (2022) - [j21]Cong Xie, Kun Wang:
Uniform Finite Element Error Estimates with Power-Type Asymptotic Constants for Unsteady Navier-Stokes Equations. Entropy 24(7): 948 (2022) - [j20]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): 5957-5973 (2022) - [c24]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: 291-295 - [c23]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 - [i19]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 abs/2204.11090 (2022) - 2021
- [b1]Cong Xie:
Toward communication-efficient and secure distributed machine learning. University of Illinois Urbana-Champaign, USA, 2021 - [j19]Lizhang Wang, Chunxiao Fan, Cong Xie, Wei Zhou:
Leader-Following Consensus of Multiple Euler-Lagrange Systems Under Deception Attacks. IEEE Access 9: 100548-100557 (2021) - [j18]Cong Xie, Gang Wang, Xinlong Feng:
Variational multiscale virtual element method for the convection-dominated diffusion problem. Appl. Math. Lett. 117: 107077 (2021) - [j17]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): 18-31 (2021) - [j16]Cong Xie, Kun Wang:
Viscosity explicit analysis for finite element methods of time-dependent Navier-Stokes equations. J. Comput. Appl. Math. 392: 113481 (2021) - [j15]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: 102115 (2021) - [c22]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: 634-642 - [c21]Cong Xie, Jian Yang, Hai Tian, Danfeng Zhao, Tongzhou Han:
A Random Construction Method of SC-LDPC Code with Changed Check Structure. ICCT 2021: 105-110 - [c20]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: 38-41 - [c19]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: 921-924 - [i18]Yuchen Zhong, Cong Xie, Shuai Zheng, Haibin Lin:
Compressed Communication for Distributed Training: Adaptive Methods and System. CoRR abs/2105.07829 (2021) - [i17]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 abs/2107.08715 (2021) - 2020
- [j14]Jiazhi Xia, Yu-hong Zhang, Hui Ye, Ying Wang, Guang Jiang, Ying Zhao, Cong Xie, Xiaoyan Kui, Sheng-Hui Liao, Weiping Wang:
SuPoolVisor: a visual analytics system for mining pool surveillance. Frontiers Inf. Technol. Electron. Eng. 21(4): 507-523 (2020) - [c18]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: 416-430 - [c17]Cong Xie, Sanmi Koyejo, Indranil Gupta:
Zeno++: Robust Fully Asynchronous SGD. ICML 2020: 10495-10503 - [c16]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: 107-118 - [c15]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: 160-170 - [c14]Cong Xie, Shuai Zheng, Oluwasanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin:
CSER: Communication-efficient SGD with Error Reset. NeurIPS 2020 - [i16]Cong Xie, Shuai Zheng, Oluwasanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin:
CSER: Communication-efficient SGD with Error Reset. CoRR abs/2007.13221 (2020) - [i15]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 abs/2007.15591 (2020) - [i14]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 abs/2008.13742 (2020) - [i13]Anjul Kumar Tyagi, Cong Xie, Klaus Mueller:
Visual Steering for One-Shot Deep Neural Network Synthesis. CoRR abs/2009.13008 (2020)
2010 – 2019
- 2019
- [j13]Liansheng Wang, Cong Xie, Nianyin Zeng:
RP-Net: A 3D Convolutional Neural Network for Brain Segmentation From Magnetic Resonance Imaging. IEEE Access 7: 39670-39679 (2019) - [j12]Chunjing Xiao, Kewen Xia, Leilei Sun, Cong Xie, Yuxiang Zhang:
CCSMR: A Combinatorial Category Space-Based Model for Recommendation. IEEE Access 7: 124502-124513 (2019) - [j11]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): 6001-6010 (2019) - [j10]Cong Xie, Wen Zhong, Wei Xu, Klaus Mueller:
Visual Analytics of Heterogeneous Data Using Hypergraph Learning. ACM Trans. Intell. Syst. Technol. 10(1): 4:1-4:26 (2019) - [j9]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): 215-224 (2019) - [c13]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: 153-167 - [c12]Cong Xie, Sanmi Koyejo, Indranil Gupta:
Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance. ICML 2019: 6893-6901 - [c11]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta:
SLSGD: Secure and Efficient Distributed On-device Machine Learning. ECML/PKDD (2) 2019: 213-228 - [c10]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: 135-147 - [c9]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta:
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation. UAI 2019: 261-270 - [i12]Cong Xie, Sanmi Koyejo, Indranil Gupta:
Asynchronous Federated Optimization. CoRR abs/1903.03934 (2019) - [i11]Cong Xie, Sanmi Koyejo, Indranil Gupta:
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation. CoRR abs/1903.03936 (2019) - [i10]Cong Xie, Sanmi Koyejo, Indranil Gupta:
Practical Distributed Learning: Secure Machine Learning with Communication-Efficient Local Updates. CoRR abs/1903.06996 (2019) - [i9]Cong Xie:
Zeno++: robust asynchronous SGD with arbitrary number of Byzantine workers. CoRR abs/1903.07020 (2019) - [i8]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta, Haibin Lin:
Local AdaAlter: Communication-Efficient Stochastic Gradient Descent with Adaptive Learning Rates. CoRR abs/1911.09030 (2019) - 2018
- [j8]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): 1085-1102 (2018) - [j7]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): 14-25 (2018) - [c8]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: 333-340 - [i7]Cong Xie:
Attack RMSE Leaderboard: An Introduction and Case Study. CoRR abs/1802.04947 (2018) - [i6]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta:
Generalized Byzantine-tolerant SGD. CoRR abs/1802.10116 (2018) - [i5]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta:
Phocas: dimensional Byzantine-resilient stochastic gradient descent. CoRR abs/1805.09682 (2018) - [i4]Cong Xie, Oluwasanmi Koyejo, Indranil Gupta:
Zeno: Byzantine-suspicious stochastic gradient descent. CoRR abs/1805.10032 (2018) - 2017
- [j6]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): 51-60 (2017) - [j5]Wei Chen, Cong Xie, Pingping Shang, Qunsheng Peng:
Visual analysis of user-driven association rule mining. J. Vis. Lang. Comput. 42: 76-85 (2017) - 2016
- [j4]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): 925-941 (2016) - [c7]Wuxuan Jiang, Cong Xie, Zhihua Zhang:
Wishart Mechanism for Differentially Private Principal Components Analysis. AAAI 2016: 1730-1736 - [c6]Shenjian Zhao, Cong Xie, Zhihua Zhang:
A Scalable and Extensible Framework for Superposition-Structured Models. AAAI 2016: 2372-2378 - [c5]Hongqing Zheng, Yong-Quan Zhou, Cong Xie:
Modified Cuckoo Search Algorithm for Solving Permutation Flow Shop Problem. ICIC (1) 2016: 714-721 - [c4]Cong Xie, Hongqing Zheng:
Application of Improved Cuckoo Search Algorithm to Path Planning Unmanned Aerial Vehicle. ICIC (1) 2016: 722-729 - [c3]Hui Lei, Cong Xie, Pingping Shang, Fan Zhang, Wei Chen, Qunsheng Peng:
Visual Analysis of User-Driven Association Rule Mining. VINCI 2016: 96-103 - [c2]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: 29-42 - 2015
- [j3]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): 2097-2110 (2015) - [i3]Cong Xie, Wu-Jun Li, Zhihua Zhang:
S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut. CoRR abs/1511.02586 (2015) - [i2]Cong Xie, Wu-Jun Li, Zhihua Zhang:
A New Relaxation Approach to Normalized Hypergraph Cut. CoRR abs/1511.02595 (2015) - [i1]Wuxuan Jiang, Cong Xie, Zhihua Zhang:
Wishart Mechanism for Differentially Private Principal Components Analysis. CoRR abs/1511.05680 (2015) - 2014
- [j2]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): 1743-1752 (2014) - [c1]Cong Xie, Ling Yan, Wu-Jun Li, Zhihua Zhang:
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis. NIPS 2014: 1673-1681 - 2013
- [j1]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): 1-14 (2013)
Coauthor Index
Oluwasanmi Koyejo
aka: Sanmi Koyejo
aka: Sanmi Koyejo
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