
Cong Ma
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2020 – today
- 2020
- [j25]Lianhui Li
, Ting Qu, Yang Liu
, Ray Y. Zhong, Guanying Xu, Hongxia Sun, Yang Gao, Bingbing Lei, Chunlei Mao, Yanghua Pan, Fuwei Wang, Cong Ma:
Sustainability Assessment of Intelligent Manufacturing Supported by Digital Twin. IEEE Access 8: 174988-175008 (2020) - [j24]Cong Ma, Xiwen Cui, Fang Chen, Longfei Ma, Shenghai Xin, Hongen Liao
:
Knee arthroscopic navigation using virtual-vision rendering and self-positioning technology. Int. J. Comput. Assist. Radiol. Surg. 15(3): 467-477 (2020) - [j23]Fang Chen, Xiwen Cui, Zhe Zhao, Daoqiang Zhang, Cong Ma, Xinran Zhang, Hongen Liao:
Gait acquisition and analysis system for osteoarthritis based on hybrid prediction model. Comput. Medical Imaging Graph. 85: 101782 (2020) - [j22]Cong Ma, Kaizheng Wang, Yuejie Chi
, Yuxin Chen
:
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution. Found. Comput. Math. 20(3): 451-632 (2020) - [j21]Ji-Xian Cui, Guo-Dong Li, Lele Wang, Cong Ma:
Colour image encryption algorithm based on hyperchaos and DNA sequences. Int. J. Inf. Commun. Technol. 16(3): 230-244 (2020) - [j20]Jiangshe Zhang, Cong Ma
, Junmin Liu, Guang Shi:
Penetrating the influence of regularizations on neural network based on information bottleneck theory. Neurocomputing 393: 76-82 (2020) - [j19]Cong Ma
, Zhizhong Li, Dahua Lin, Jiangshe Zhang:
Parallel Multi-Environment Shaping Algorithm for Complex Multi-step Task. Neurocomputing 402: 323-335 (2020) - [j18]Shenghai Xin, Huabei Shi, A. Jide, Mingyu Zhu, Cong Ma, Hongen Liao
:
Automatic lesion segmentation and classification of hepatic echinococcosis using a multiscale-feature convolutional neural network. Medical Biol. Eng. Comput. 58(3): 659-668 (2020) - [j17]Yuxin Chen
, Yuejie Chi
, Jianqing Fan, Cong Ma
, Yuling Yan:
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization. SIAM J. Optim. 30(4): 3098-3121 (2020) - [c38]Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang:
Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation. AAAI 2020: 12023-12030 - [c37]Yi Hou, Chengyang Li, Fan Yang, Cong Ma, Liping Zhu, Yuan Li, Huizhu Jia, Xiaodong Xie:
BBA-NET: A Bi-Branch Attention Network For Crowd Counting. ICASSP 2020: 4072-4076 - [c36]Min Li, Zhenjiang Miao, Cong Ma:
Sequence-to-Sequence Labanotation Generation Based on Motion Capture Data. ICASSP 2020: 4517-4521 - [c35]Min Li, Zhenjiang Miao, Cong Ma, Ang Li, Tianyu Zhou:
An Automatic Framework For Generating Labanotation Scores From Continuous Motion Capture Data. ICME 2020: 1-6 - [c34]Mengxi Guo, Mingtao Chen, Cong Ma, Yuan Li, Xianfeng Li, Xiaodong Xie:
High-Level Task-Driven Single Image Deraining: Segmentation in Rainy Days. ICONIP (1) 2020: 350-362 - [c33]Yunyi Li, Fangping Chen, Fan Yang, Cong Ma, Yuan Li, Huizhu Jia, Xiaodong Xie:
Optical Flow-Guided Mask Generation Network for Video Segmentation. ISCAS 2020: 1-5 - [c32]Qian Wang, Yuchen Liu, Cong Ma, Yu Lu, Yining Wang, Long Zhou, Yang Zhao, Jiajun Zhang, Chengqing Zong:
CASIA's System for IWSLT 2020 Open Domain Translation. IWSLT 2020: 130-139 - [c31]Cong Ma, Hongyu Zheng, Carl Kingsford:
Exact Transcript Quantification Over Splice Graphs. WABI 2020: 12:1-12:18 - [i14]Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan:
Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data. CoRR abs/2001.05484 (2020) - [i13]Tian Tong, Cong Ma, Yuejie Chi:
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent. CoRR abs/2005.08898 (2020) - [i12]Yanxi Chen, Cong Ma, H. Vincent Poor, Yuxin Chen:
Learning Mixtures of Low-Rank Models. CoRR abs/2009.11282 (2020) - [i11]Tian Tong, Cong Ma, Yuejie Chi:
Low-Rank Matrix Recovery with Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number. CoRR abs/2010.13364 (2020) - [i10]Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma:
Spectral Methods for Data Science: A Statistical Perspective. CoRR abs/2012.08496 (2020)
2010 – 2019
- 2019
- [j16]Min Li
, Zhenjiang Miao, Cong Ma:
Dance Movement Learning for Labanotation Generation Based on Motion-Captured Data. IEEE Access 7: 161561-161572 (2019) - [j15]Cong Ma
, Xuejun Sha
, Lin Mei
, Xiaojie Fang
:
An Equal Component Power-Based Generalized Hybrid Carrier System. IEEE Commun. Lett. 23(2): 378-381 (2019) - [j14]Shaoyue Song
, Hongkai Yu, Zhenjiang Miao, Dazhou Guo, Wei Ke
, Cong Ma
, Song Wang:
An easy-to-hard learning strategy for within-image co-saliency detection. Neurocomputing 358: 166-176 (2019) - [j13]Yuxin Chen
, Yuejie Chi
, Jianqing Fan, Cong Ma
:
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Math. Program. 176(1-2): 5-37 (2019) - [j12]Cong Ma
, Guowen Chen
, Xinran Zhang, Guochen Ning, Hongen Liao
:
Moving-Tolerant Augmented Reality Surgical Navigation System Using Autostereoscopic Three-Dimensional Image Overlay. IEEE J. Biomed. Health Informatics 23(6): 2483-2493 (2019) - [j11]Haoran Li
, Junnan Zhu
, Cong Ma, Jiajun Zhang
, Chengqing Zong:
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video. IEEE Trans. Knowl. Data Eng. 31(5): 996-1009 (2019) - [c30]Ruyi Zhang, Zhenjiang Miao, Cong Ma, Shanshan Hao:
Aggregating Motion and Attention for Video Object Detection. ACPR (2) 2019: 601-610 - [c29]Cong Ma, Yuanxin Li, Yuejie Chi:
Beyond Procrustes: Balancing-free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. ACSSC 2019: 721-725 - [c28]Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi:
Nonconvex Matrix Factorization from Rank-One Measurements. AISTATS 2019: 1496-1505 - [c27]Cong Ma, Yuan Li, Fan Yang, Ziwei Zhang, Yueqing Zhuang, Huizhu Jia, Xiaodong Xie:
Deep Association: End-to-end Graph-Based Learning for Multiple Object Tracking with Conv-Graph Neural Network. ICMR 2019: 253-261 - [c26]Yutong Qiu, Cong Ma, Han Xie, Carl Kingsford:
Detecting Transcriptomic Structural Variants in Heterogeneous Contexts via the Multiple Compatible Arrangements Problem. WABI 2019: 18:1-18:19 - [i9]Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma, Yuling Yan:
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization. CoRR abs/1902.07698 (2019) - [i8]Jianqing Fan, Cong Ma, Yiqiao Zhong:
A Selective Overview of Deep Learning. CoRR abs/1904.05526 (2019) - [i7]Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan:
Inference and Uncertainty Quantification for Noisy Matrix Completion. CoRR abs/1906.04159 (2019) - 2018
- [j10]Guowen Chen
, Cong Ma
, Zhencheng Fan, Xiwen Cui, Hongen Liao
:
Real-Time Lens Based Rendering Algorithm for Super-Multiview Integral Photography without Image Resampling. IEEE Trans. Vis. Comput. Graph. 24(9): 2600-2609 (2018) - [c25]Cong Ma, Zhenjiang Miao, Min Li, Shaoyue Song, Ming-Hsuan Yang
:
Detecting Anomalous Trajectories via Recurrent Neural Networks. ACCV (4) 2018: 370-382 - [c24]Yueqing Zhuang, Fan Yang, Li Tao, Cong Ma, Ziwei Zhang, Yuan Li, Huizhu Jia, Xiaodong Xie, Wen Gao:
Dense Relation Network: Learning Consistent and Context-Aware Representation for Semantic Image Segmentation. ICIP 2018: 3698-3702 - [c23]Cong Ma, Changshui Yang, Fan Yang, Yueqing Zhuang, Ziwei Zhang, Huizhu Jia, Xiaodong Xie:
Trajectory Factory: Tracklet Cleaving and Re-Connection by Deep Siamese Bi-GRU for Multiple Object Tracking. ICME 2018: 1-6 - [c22]Cong Ma, Kaizheng Wang, Yuejie Chi, Yuxin Chen:
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion. ICML 2018: 3351-3360 - [c21]Yueqing Zhuang, Li Tao, Fan Yang, Cong Ma, Ziwei Zhang, Huizhu Jia, Xiaodong Xie:
RelationNet: Learning Deep-Aligned Representation for Semantic Image Segmentation. ICPR 2018: 1506-1511 - [c20]Cong Ma, David J. Lilja:
Parallel implementation of finite state machines for reducing the latency of stochastic computing. ISQED 2018: 335-340 - [i6]Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi:
Nonconvex Matrix Factorization from Rank-One Measurements. CoRR abs/1802.06286 (2018) - [i5]Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma:
Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval. CoRR abs/1803.07726 (2018) - [i4]Cong Ma, Changshui Yang, Fan Yang, Yueqing Zhuang, Ziwei Zhang, Huizhu Jia, Xiaodong Xie:
Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking. CoRR abs/1804.04555 (2018) - 2017
- [j9]Cong Ma
, Xuejun Sha, Lin Mei:
Hybrid Carrier Order Selection Scheme Based on Minimum Mean Square Error Equalization. IEEE Commun. Lett. 21(12): 2598-2601 (2017) - [j8]Cong Ma, William Tuohy, David J. Lilja:
Impact of spintronic memory on multicore cache hierarchy design. IET Comput. Digit. Tech. 11(2): 51-59 (2017) - [j7]Cong Ma
, Zhenjiang Miao, Xiao-Ping (Steven) Zhang, Min Li:
A Saliency Prior Context Model for Real-Time Object Tracking. IEEE Trans. Multim. 19(11): 2415-2424 (2017) - [j6]Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li, Walter Luyten, Marie-Francine Moens:
Fast and Flexible Top-k Similarity Search on Large Networks. ACM Trans. Inf. Syst. 36(2): 13:1-13:30 (2017) - [c19]Cong Ma, Zhenjiang Miao, Xiao-Ping (Steven) Zhang, Min Li:
Motion Vector Based Data Association for On-Line Multi-object Tracking. ACPR 2017: 132-137 - [c18]Min Li, Zhenjiang Miao, Cong Ma:
Automatic Labanotation Generation from Motion-Captured Data Based on Hidden Markov Models. ACPR 2017: 793-798 - [c17]Haoran Li, Junnan Zhu
, Cong Ma, Jiajun Zhang, Chengqing Zong:
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video. EMNLP 2017: 1092-1102 - [i3]Yuxin Chen, Jianqing Fan, Cong Ma, Kaizheng Wang:
Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking. CoRR abs/1707.09971 (2017) - [i2]Cong Ma, Kaizheng Wang, Yuejie Chi, Yuxin Chen:
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion and Blind Deconvolution. CoRR abs/1711.10467 (2017) - 2016
- [j5]Dong Zhao
, Longfei Ma, Cong Ma, Jie Tang, Hongen Liao:
Floating autostereoscopic 3D display with multidimensional images for telesurgical visualization. Int. J. Comput. Assist. Radiol. Surg. 11(2): 207-215 (2016) - [j4]Meng Yang, Yuehu Tan, Erbing Li, Cong Ma, Yechao You:
A New Marching-on-in-Order Based 2-D Unconditionally Stable FDTD Method. IEICE Trans. Electron. 99-C(9): 1080-1083 (2016) - [c16]Thao P. Nghiem, Cong Ma, J. Shane Culpepper
, Timos Sellis
:
Spatial Textual Top-k Search in Mobile Peer-to-Peer Networks. ADC 2016: 69-81 - [c15]Yaxin Hou, Cong Ma, Yidong Li
:
Research on fire risk factors of cotton in railway transportation. BESC 2016: 1-5 - [c14]Hong-Qiang Zhang, Shu-Wen Wang, Cong Ma, Bing-Kun Pi:
A Method for Woodcut Rendering from Images. FSDM 2016: 555-561 - [c13]Cong Ma, Zhenjiang Miao, Min Li:
Saliency preprocessing for person re-identification images. ICASSP 2016: 1941-1945 - [c12]Cong Ma, Zhenjiang Miao, Xiao-Ping (Steven) Zhang:
Saliency prior context model for visual tracking. ICIP 2016: 1724-1728 - [c11]Cong Ma, Guowen Chen, Hongen Liao:
Automatic Fast-Registration Surgical Navigation System Using Depth Camera and Integral Videography 3D Image Overlay. MIAR 2016: 392-403 - 2015
- [j3]Hao Wu, Zhenjiang Miao, Yi Wang, Jingyue Chen, Cong Ma, Tianyu Zhou:
Image completion with multi-image based on entropy reduction. Neurocomputing 159: 157-171 (2015) - [j2]Cong Ma, Fan Yu, Zhe Luo:
Simulations and Experimental Research on a Novel Soft-terrain hexapod robot. Int. J. Robotics Autom. 30(3) (2015) - [c10]Min Li, Zhenjiang Miao, Cong Ma:
Feature extraction with convolutional restricted boltzmann machine for audio classification. ACPR 2015: 791-795 - [c9]Yuan Ji, Feng Ran, Cong Ma, David J. Lilja:
A hardware implementation of a radial basis function neural network using stochastic logic. DATE 2015: 880-883 - [c8]Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li:
Panther: Fast Top-k Similarity Search on Large Networks. KDD 2015: 1445-1454 - [i1]Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juan-Zi Li:
Panther: Fast Top-k Similarity Search in Large Networks. CoRR abs/1504.02577 (2015) - 2014
- [c7]William Tuohy, Cong Ma, Pushkar Nandkar, Nishant Borse, David J. Lilja:
Improving Energy and Performance with Spintronics Caches in Multicore Systems. Euro-Par Workshops (2) 2014: 279-290 - [c6]Tian Xiang, Lei Zhao, Xi Jin, Tianqi Wang, Shaoping Chu, Cong Ma, Shubin Liu, Qi An, Xue Ben:
A Multi-phase Clock Time-to-Digital Convertor Based on ISERDES Architecture. FCCM 2014: 35 - [c5]Guoping Rong, Tianyu Liu, Mingjuan Xie, Jieyu Chen, Cong Ma, Dong Shao:
Processes for embedded systems development: preliminary results from a systematic review. ICSSP 2014: 94-98 - 2013
- [c4]Yue Zhao, Zhe Zhang, Cong Ma, Wei Qiao, Liyan Qu:
Sensorless control of surface-mounted permanent-magnet synchronous machines for low-speed operation based on high-frequency square-wave voltage injection. IAS 2013: 1-8 - 2012
- [j1]Zhe Liu, Xiaoxian Zhen, Cong Ma:
A Novel Image Reconstruction Algorithm Based on Concatenated Dictionary. J. Comput. 7(2): 444-449 (2012) - [c3]Cong Ma, Yang Cao, Fan Yu, Zhe Luo:
Modeling and Simulation of Air-Boots for a Novel Soft-Terrain Walking Concept Vehicle. ICIRA (1) 2012: 76-86 - 2011
- [c2]Cong Ma, Yu Liu, Lin Zhang, Xuqi Zhu:
Distributed compressive video sensing based on smoothed ℓ0 norm with partially known support. ICME 2011: 1-6 - [c1]Yu Liu, Xuqi Zhu, Cong Ma, Lin Zhang:
Multiple event detection in wireless sensor networks using compressed sensing. ICT 2011: 27-32
Coauthor Index

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