Ju Sun

Most-cited papers

Robust Recovery of Subspace Structures by Low-Rank Representation
Guang-Can Liu, Zhou-Chen Lin, Shui-Cheng Yan, Ju Sun +2 more
2010IEEE Transactions on Pattern Analysis and Machine Intelligence3,553 citations Open access
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A Geometric Analysis of Phase Retrieval
Ju Sun, Qing Qu, J. Wright
2016International Symposium on Information Theory581 citations Open access
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Hierarchical spatio-temporal context modeling for action recognition
Ju Sun, Xiao Wu, Shui-Cheng Yan, L. Cheong +2 more
20092009 IEEE Conference on Computer Vision and Pattern Recognition450 citations
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Complete dictionary recovery over the sphere
Ju Sun, Qing Qu, J. Wright
2015International Conference on Sampling Theory and Applications197 citations Open access
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Complete Dictionary Recovery Over the Sphere I: Overview and the Geometric Picture
Ju Sun, Qing Qu, John Wright
2015IEEE Transactions on Information Theory185 citations Open access
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When Are Nonconvex Problems Not Scary?
Ju Sun, Qing Qu, J. Wright
2015arXiv.org174 citations
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Complete Dictionary Recovery Over the Sphere II: Recovery by Riemannian Trust-Region Method
Ju Sun, Qing Qu, J. Wright
2015IEEE Transactions on Information Theory156 citations Open access
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High-Speed Channel Modeling With Machine Learning Methods for Signal Integrity Analysis
Tianjian Lu, Ju Sun, Ken Wu, Zhiping Yang
2018IEEE transactions on electromagnetic compatibility (Print)138 citations
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Finding a Sparse Vector in a Subspace: Linear Sparsity Using Alternating Directions
Qing Qu, Ju Sun, J. Wright
2014IEEE Transactions on Information Theory119 citations Open access
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Activity recognition using dense long-duration trajectories
Ju Sun, Ya-Dong Mu, Shui-Cheng Yan, L. Cheong
2010IEEE International Conference on Multimedia and Expo66 citations
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Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees
Yuzhao Ni, Ju Sun, Xiao-Tong Yuan, Shui-Cheng Yan +1 more
20102010 IEEE International Conference on Data Mining Workshops63 citations Open access
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Holographic phase retrieval and reference design
David A. Barmherzig, Ju Sun, Po-Nan Li, T. Lane +1 more
2019Inverse Problems44 citations Open access
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Deep Random Projector: Accelerated Deep Image Prior
Taihui Li, Hengkang Wang, Zhong Zhuang, Ju Sun
2023Computer Vision and Pattern Recognition43 citations
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Weighted AdaGrad with Unified Momentum
Fangyu Zou, Li Shen, Ze-Qun Jie, Ju Sun +1 more
201842 citations
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A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration
Li Shen, Cong-Liang Chen, Fangyu Zou, Ze-Qun Jie +2 more
2018IEEE Transactions on Neural Networks and Learning Systems40 citations Open access
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Complete Dictionary Recovery Using Nonconvex Optimization
Ju Sun, Qing Qu, J. Wright
2015International Conference on Machine Learning37 citations
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Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection
Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao +3 more
2022Knowledge Discovery and Data Mining33 citations Open access
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Randomized Locality Sensitive Vocabularies for Bag-of-Features Model
Ya-Dong Mu, Ju Sun, T. X. Han, L. Cheong +1 more
2010European Conference on Computer Vision27 citations Open access
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Dictionary learning in Fourier-transform scanning tunneling spectroscopy
S. Cheung, John Y. Shin, Yenson Lau, Zhengyu Chen +6 more
2020Nature Communications26 citations Open access
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Practical Phase Retrieval Using Double Deep Image Priors
Zhong Zhuang, David Yang, Felix Hofmann, David A. Barmherzig +1 more
2022Computational Imaging22 citations Open access
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Inverse Problems, Deep Learning, and Symmetry Breaking
Kshitij Tayal, Chieh-Hsin Lai, Vipin Kumar, Ju Sun
2020arXiv.org17 citations
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Interpretable deep learning methods for multiview learning
Hengkang Wang, Han Lu, Ju Sun, Sandra E. Safo
2023BMC Bioinformatics16 citations Open access
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NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning
Buyun Liang, Tim Mitchell, Ju Sun
2022arXiv.org14 citations Open access
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Improved Twin Delayed Deep Deterministic Policy Gradient Algorithm Based Real-Time Trajectory Planning for Parafoil under Complicated Constraints
Jia-Ming Yu, Hao Sun, Ju Sun
2022Applied Sciences13 citations Open access
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A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang +3 more
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval13 citations Open access
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Implications of Solution Patterns on Adversarial Robustness
Hengyue Liang, Buyun Liang, Ju Sun, Ying Cui +1 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)7 citations
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Dual-Reference Design for Holographic Phase Retrieval
David A. Barmherzig, Ju Sun, E. Candès, T. Lane +1 more
2019International Conference on Sampling Theory and Applications7 citations
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Remaining Useful Life Prediction Based on CNN-BGRU-SA
Ju Sun, Lehui Zheng, Ying Huang, Yu Ge
2022Journal of Physics, Conference Series5 citations Open access
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A Roberta-Seq2Seq based model for Chinese text abstractive summarization
Ju Sun, Xia Hou
2022Other Conferences5 citations
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Low-Photon Holographic Phase Retrieval
David A. Barmherzig, Ju Sun
20205 citations
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Selective Image Super-Resolution
Ju Sun, Qiang Chen, Shui-Cheng Yan, L. Cheong
2010arXiv.org5 citations
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Study on the Densification of Osmium by Experiment and First Principle Calculations
Yunfei Yang, Ju Sun, W. Liu, Peng Hu +4 more
2022Materials4 citations Open access
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Dual-Reference Design for Holographic Coherent Diffraction Imaging
David A. Barmherzig, Ju Sun, E. Candès, T. Lane +1 more
2019arXiv.org4 citations
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A Local Analysis of Block Coordinate Descent for Gaussian Phase Retrieval
David A. Barmherzig, Ju Sun
2017arXiv.org4 citations
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Efficient Point-to-Subspace Query in $\ell^1$ with Application to Robust Face Recognition
Ju Sun, Yuqian Zhang, J. Wright
20124 citations
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A Geometric Analysis of Phase Retrieval
Ju Sun, Qing Qu, J. Wright
2017Foundations of Computational Mathematics3 citations Open access
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Real-Time Algorithm for Relative Position Estimation Between Person and Robot Using a Monocular Camera
Jung-Uk Lee, Ju Sun, Mooncheol Won
20133 citations
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Formation control design of Multiple Underwater Vehicles based on LADRC
Cui-Cui Liu, Hao Sun, Ju Sun
2022Chinese Control and Decision Conference2 citations
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Deep Learning based Modeling and Control of Tiny Object on a Chladni Plate by Acoustic Vibration
Lian-Di Xu, Hao Sun, Ju Sun, Qing-Lin Sun
2022International Service Availability Symposium2 citations
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Real-time Trajectory Optimization for Flexible wing-UAV Based on Reinforcement Learning
Jia-Ming Yu, Ju Sun, Hao Sun, Qing-Lin Sun
2022International Service Availability Symposium2 citations
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Research Status and Challenges of Deep Learning-Based Remaining Useful Life Prediction of Equipment
Ju Sun, Lehui Zheng, Ying Huang
2022International Conference on the Software Process2 citations
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3D ordinal constraint in spatial configuration for robust scene recognition
Ching L. Teo, Shimiao Li, L. Cheong, Ju Sun
2008International Conference on Pattern Recognition2 citations
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Siam J. Imaging Sciences C Xxxx Society for Industrial and Applied Mathematics Efficient Point-to-subspace Query in 1 with Application to Robust Object Instance Recognition
Ju Sun, Yuqian Zhang, J. Wright
2 citations
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Predicting the Future of the CMS Detector: Crystal Radiation Damage and Machine Learning at the LHC
B. Joshi, Taihui Li, Buyun Liang, R. Rusack +1 more
2023arXiv.org1 citations Open access
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Dynamic Modeling and Control of Underwater Snake Robot
Baosheng Tao, Hao Sun, Ju Sun
20222022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS)1 citations
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An Optimal Multiphase Homing Method of Parafoil System Based on Genetic Algorithm
Jianqing Wang, Hao Sun, Ju Sun
2022International Conference Robotics and Automation Engineering1 citations
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DQN Algorithm Based Acoustic Vibration Control of Tiny Objects on a Chladni Plate
Liting Zhang, Ju Sun, Hao Sun
2022International Conference Robotics and Automation Engineering1 citations
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Trajectory Planning of Underwater Snake-Like Robot Base on Gaussian Pseudospectral Method
Pengchen Guo, Ju Sun, Hao Sun
2023Cybersecurity and Cyberforensics Conference0 citations
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Faster yolov5 based modeling and control of acoustic manipulate on a Chladni Plate
Zhen Wei, Hao Sun, Ju Sun
2022Chinese Control and Decision Conference0 citations
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Homing Control of Parafoil System with Optimal Trajectory Planning
Shang-Hsueh Yu, Hao Sun, Ju Sun
2022International Conference Robotics and Automation Engineering0 citations
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