default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDCong Ma
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j62]Li Zou
, Cong Ma, Jun Hu, Zechuan Yu, Kejia Zhuang:
Enhanced predictive modeling of rotating machinery remaining useful life by using separable convolution backbone networks. Appl. Soft Comput. 156: 111493 (2024)- [j61]Cong Ma, Xu Han, Linghui Wu, Yaping Zhang, Yang Zhao, Yu Zhou, Chengqing Zong:
Modal Contrastive Learning Based End-to-End Text Image Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2153-2165 (2024) - [j60]Cong Ma, Huy Quan Vu, Jinlong Wang, Van-Hau Trieu, Gang Li:
Understanding Residents' Behavior for Smart City Management by Sequential and Periodic Pattern Mining. IEEE Trans. Comput. Soc. Syst. 11(1): 1260-1276 (2024) - [j59]Gen Li, Weichen Wu, Yuejie Chi, Cong Ma, Alessandro Rinaldo, Yuting Wei:
High-Probability Sample Complexities for Policy Evaluation With Linear Function Approximation. IEEE Trans. Inf. Theory 70(8): 5969-5999 (2024) - [j58]Qiqiang Chen, Zheng Wang, Cong Ma, Xiaoming Dai, Derrick Wing Kwan Ng:
General Recursive Least Square Algorithm for Distributed Detection in Massive MIMO. IEEE Trans. Veh. Technol. 73(8): 12137-12142 (2024) - [c66]Xin Jin, Kai Liu, Cong Ma, Ruining Yang, Fei Hui, Wei Wu:
SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection. AAAI 2024: 2625-2633 - [c65]Cong Ma, Yaping Zhang, Zhiyang Zhang, Yupu Liang, Yang Zhao, Yu Zhou, Chengqing Zong:
Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation. LREC/COLING 2024: 2468-2479 - [c64]Yuepeng Yang, Antares Chen, Lorenzo Orecchia, Cong Ma:
Top-K ranking with a monotone adversary. COLT 2024: 5123-5162 - [c63]Cong Ma, Lei Qiao, Chengkai Zhu, Kai Liu, Zelong Kong, Qing Li, Xueqi Zhou, Yuheng Kan, Wei Wu:
HoloVic: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative. CVPR 2024: 22129-22138 - [c62]Chang Liu, Mingxu Zhu, Cong Ma:
H-V2X: A Large Scale Highway Dataset for BEV Perception. ECCV (1) 2024: 139-157 - [c61]Cong Ma, Yaping Zhang, Yang Zhao, Yu Zhou, Chengqing Zong:
Vector Quantization Knowledge Transfer for End-to-End Text Image Machine Translation. ICASSP 2024: 12471-12475 - [c60]Jiawei Ge, Shange Tang, Jianqing Fan, Cong Ma, Chi Jin:
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift. ICLR 2024 - [c59]Yupu Liang, Yaping Zhang, Cong Ma, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou:
Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling. NAACL-HLT 2024: 7084-7095 - [c58]Uthsav Chitra, Brian J. Arnold, Hirak Sarkar, Cong Ma, Sereno Lopez-Darwin, Kohei Sanno, Benjamin J. Raphael:
Mapping the Topography of Spatial Gene Expression with Interpretable Deep Learning. RECOMB 2024: 368-371 - [c57]Cong Ma, Metin Balaban, Jingxian Liu, Siqi Chen, Li Ding, Benjamin J. Raphael:
Inferring Allele-Specific Copy Number Aberrations and Tumor Phylogeography from Spatially Resolved Transcriptomics. RECOMB 2024: 466-469 - [c56]Cong Ma, Li Yan, Rong He, Xuming Fang, Liuming Lu, Chaoming Luo:
A Multi-Link Based Seamless Handoff Scheme for Next Generation Wi-Fi Networks. VTC Spring 2024: 1-5 - [i41]Yuepeng Yang, Antares Chen, Lorenzo Orecchia, Cong Ma:
Top-K ranking with a monotone adversary. CoRR abs/2402.07445 (2024) - [i40]Rong Jiang, Cong Ma:
Batched Nonparametric Contextual Bandits. CoRR abs/2402.17732 (2024) - [i39]Cong Ma, Lei Qiao, Chengkai Zhu, Kai Liu, Zelong Kong, Qing Li, Xueqi Zhou, Yuheng Kan, Wei Wu:
HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative. CoRR abs/2403.02640 (2024) - [i38]Yuepeng Yang, Cong Ma:
Random pairing MLE for estimation of item parameters in Rasch model. CoRR abs/2406.13989 (2024) - [i37]Yuheng Zhang, Tianjian Ouyang, Fudan Yu, Cong Ma, Lei Qiao, Wei Wu, Jian Yuan, Yong Li:
LCSim: A Large-Scale Controllable Traffic Simulator. CoRR abs/2406.19781 (2024) - [i36]Haisheng Su, Feixiang Song, Cong Ma, Panpan Cai, Wei Wu, Cewu Lu:
RoboSense: Large-scale Dataset and Benchmark for Multi-sensor Low-speed Autonomous Driving. CoRR abs/2408.15503 (2024) - 2023
- [j57]Xunhong Wang, Cong Ma:
Simultaneous Dynamic Optimization of Technical Indicators and Mining Sequence in Metal Mines Using Hybrid Coding AADE. IEEE Access 11: 145185-145198 (2023) - [j56]Zhiyi Zeng, Cong Ma, Xiangyu Chang:
Multi-step reward ensemble methods for adaptive stock trading. Expert Syst. Appl. 230: 120547 (2023) - [j55]Cong Ma, Jiangshe Zhang, Zongxin Li, Shuang Xu:
Multi-agent deep reinforcement learning algorithm with trend consistency regularization for portfolio management. Neural Comput. Appl. 35(9): 6589-6601 (2023) - [j54]Fei Gao, Jiangshe Zhang, Chunxia Zhang, Shuang Xu, Cong Ma:
Long Short-Term Memory Networks with Multiple Variables for Stock Market Prediction. Neural Process. Lett. 55(4): 4211-4229 (2023) - [j53]Cong Ma, Dinghao Wu, Gang Tan, Mahmut Taylan Kandemir, Danfeng Zhang:
Quantifying and Mitigating Cache Side Channel Leakage with Differential Set. Proc. ACM Program. Lang. 7(OOPSLA2): 1470-1498 (2023) - [j52]Wei Lu, Cong Ma, Witold Pedrycz, Jianhua Yang:
Design of Granular Model: A Method Driven by Hyper-Box Iteration Granulation. IEEE Trans. Cybern. 53(5): 2899-2913 (2023) - [j51]Yuepeng Yang, Cong Ma:
Optimal Tuning-Free Convex Relaxation for Noisy Matrix Completion. IEEE Trans. Inf. Theory 69(10): 6571-6585 (2023) - [c55]Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong:
CCIM: Cross-modal Cross-lingual Interactive Image Translation. EMNLP (Findings) 2023: 4959-4965 - [c54]Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong:
E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation. ICDAR (6) 2023: 70-88 - [c53]Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong:
Multi-teacher Knowledge Distillation for End-to-End Text Image Machine Translation. ICDAR (1) 2023: 484-501 - [c52]Tianze Zhang, Haolin Ren, Qian'Ang Mao, Cong Ma, Shuxi Liang, Daning Hu, Xiao Fan Liu:
Unlocking Decentralized Lending Protocols: Semantic Unification and Risk Spillover Assessment. ICDM (Workshops) 2023: 691-697 - [c51]Yuepeng Yang, Cong Ma:
O(T-1 Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games. ICLR 2023 - [c50]Ikechukwu Uchendu, Ted Xiao, Yao Lu, Banghua Zhu, Mengyuan Yan, Joséphine Simon, Matthew Bennice, Chuyuan Fu, Cong Ma, Jiantao Jiao, Sergey Levine, Karol Hausman:
Jump-Start Reinforcement Learning. ICML 2023: 34556-34583 - [c49]Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma:
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. ICML 2023: 38611-38654 - [c48]Xijie Ba, Jiaqi Yang, Cong Ma:
A Lightweight Zone Authentication Scheme with Auto-Refreshing Pseudonyms for C-V2X. MSN 2023: 359-366 - [c47]Yu Gui, Rina Barber, Cong Ma:
Conformalized matrix completion. NeurIPS 2023 - [i35]Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma:
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. CoRR abs/2302.01186 (2023) - [i34]Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong:
E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation. CoRR abs/2305.05166 (2023) - [i33]Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong:
Multi-Teacher Knowledge Distillation For Text Image Machine Translation. CoRR abs/2305.05226 (2023) - [i32]Gen Li, Weichen Wu, Yuejie Chi, Cong Ma, Alessandro Rinaldo, Yuting Wei:
Sharp high-probability sample complexities for policy evaluation with linear function approximation. CoRR abs/2305.19001 (2023) - [i31]Yu Gui, Cong Ma, Yiqiao Zhong:
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage. CoRR abs/2306.03335 (2023) - [i30]Cong Ma, Xingyu Xu, Tian Tong, Yuejie Chi:
Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization. CoRR abs/2310.06159 (2023) - [i29]Jiawei Ge, Shange Tang, Jianqing Fan, Cong Ma, Chi Jin:
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift. CoRR abs/2311.15961 (2023) - 2022
- [j50]Chuan Dong, Xin Wang, Cong Ma, Zhi Zeng, Dong-Kai Pu, Shuo Liu, Candy-S. Wu, Shixin Chen, Zixin Deng, Feng-Biao Guo:
Anti-CRISPRdb v2.2: an online repository of anti-CRISPR proteins including information on inhibitory mechanisms, activities and neighbors of curated anti-CRISPR proteins. Database J. Biol. Databases Curation 2022(2022) (2022) - [j49]Hongyu Zheng, Cong Ma, Carl Kingsford:
Deriving Ranges of Optimal Estimated Transcript Expression due to Nonidentifiability. J. Comput. Biol. 29(2): 121-139 (2022) - [j48]Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin E. Tripp, Yuejie Chi:
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements. J. Mach. Learn. Res. 23: 163:1-163:77 (2022) - [j47]Cong Ma, Wonjun Chung:
Visual Communication Design Based on Collaborative Wireless Communication Video Transmission. J. Sensors 2022: 5348222:1-5348222:11 (2022) - [j46]Cong Ma, Yue Yang, Fengting Cao, Xiangchuan Wang, Xi Liu, Chenkai Meng, Jiangtao Zhang, Shilong Pan:
High-Resolution Microwave Photonic Radar With Sparse Stepped Frequency Chirp Signals. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j45]Shuang Xu, Xiangyong Cao, Jiangjun Peng, Qiao Ke, Cong Ma, Deyu Meng:
Hyperspectral Image Denoising by Asymmetric Noise Modeling. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j44]Cong Ma, Banghua Zhu, Jiantao Jiao, Martin J. Wainwright:
Minimax Off-Policy Evaluation for Multi-Armed Bandits. IEEE Trans. Inf. Theory 68(8): 5314-5339 (2022) - [j43]Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell:
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism. IEEE Trans. Inf. Theory 68(12): 8156-8196 (2022) - [j42]Shaoyue Song, Zhenjiang Miao, Hongkai Yu, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang:
Deep Domain Adaptation Based Multi-Spectral Salient Object Detection. IEEE Trans. Multim. 24: 128-140 (2022) - [j41]Min Li, Zhenjiang Miao, Xiao-Ping Zhang, Wanru Xu, Cong Ma, Ningwei Xie:
Rhythm-Aware Sequence-to-Sequence Learning for Labanotation Generation With Gesture-Sensitive Graph Convolutional Encoding. IEEE Trans. Multim. 24: 1488-1502 (2022) - [j40]Cong Ma, Liyong Zhang, Witold Pedrycz, Wei Lu:
The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6326-6338 (2022) - [c46]Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin E. Tripp, Yuejie Chi:
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion. AISTATS 2022: 2607-2617 - [c45]Tian Tong, Cong Ma, Yuejie Chi:
Accelerating ILL-Conditioned Robust Low-Rank Tensor Regression. ICASSP 2022: 9072-9076 - [c44]Reese Pathak, Cong Ma, Martin J. Wainwright:
A new similarity measure for covariate shift with applications to nonparametric regression. ICML 2022: 17517-17530 - [c43]Cong Ma, Yaping Zhang, Mei Tu, Xu Han, Linghui Wu, Yang Zhao, Yu Zhou:
Improving End-to-End Text Image Translation From the Auxiliary Text Translation Task. ICPR 2022: 1664-1670 - [c42]Gene Li, Cong Ma, Nati Srebro:
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets. NeurIPS 2022 - [c41]Cong Ma, Uthsav Chitra, Shirley Zhang, Benjamin J. Raphael:
Belayer: Modeling Discrete and Continuous Spatial Variation in Gene Expression from Spatially Resolved Transcriptomics. RECOMB 2022: 372-373 - [i28]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. CoRR abs/2201.08983 (2022) - [i27]Reese Pathak, Cong Ma, Martin J. Wainwright:
A new similarity measure for covariate shift with applications to nonparametric regression. CoRR abs/2202.02837 (2022) - [i26]Ikechukwu Uchendu, Ted Xiao, Yao Lu, Banghua Zhu, Mengyuan Yan, Joséphine Simon, Matthew Bennice, Chuyuan Fu, Cong Ma, Jiantao Jiao, Sergey Levine, Karol Hausman:
Jump-Start Reinforcement Learning. CoRR abs/2204.02372 (2022) - [i25]Cong Ma, Reese Pathak, Martin J. Wainwright:
Optimally tackling covariate shift in RKHS-based nonparametric regression. CoRR abs/2205.02986 (2022) - [i24]Gene Li, Cong Ma, Nathan Srebro:
Pessimism for Offline Linear Contextual Bandits using 𝓁p Confidence Sets. CoRR abs/2205.10671 (2022) - [i23]Harry Dong, Tian Tong, Cong Ma, Yuejie Chi:
Fast and Provable Tensor Robust Principal Component Analysis via Scaled Gradient Descent. CoRR abs/2206.09109 (2022) - [i22]Yuepeng Yang, Cong Ma:
Optimal tuning-free convex relaxation for noisy matrix completion. CoRR abs/2207.05802 (2022) - [i21]Yuepeng Yang, Cong Ma:
$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games. CoRR abs/2209.12430 (2022) - [i20]Cong Ma, Yaping Zhang, Mei Tu, Xu Han, Linghui Wu, Yang Zhao, Yu Zhou:
Improving End-to-End Text Image Translation From the Auxiliary Text Translation Task. CoRR abs/2210.03887 (2022) - 2021
- [j39]Cong Ma, Kai Wang, Jun-Feng Wang:
Control Design and Realization of a Fast Transient Response, High-Reliability DC-DC Converter With a Secondary- Side Control Circuit. IEEE Access 9: 36976-36985 (2021) - [j38]Cong Ma, Hongyu Zheng, Carl Kingsford:
Exact transcript quantification over splice graphs. Algorithms Mol. Biol. 16(1): 5 (2021) - [j37]Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma:
Spectral Methods for Data Science: A Statistical Perspective. Found. Trends Mach. Learn. 14(5): 566-806 (2021) - [j36]Cong Ma, Fan Yang, Yuan Li, Huizhu Jia, Xiaodong Xie, Wen Gao:
Deep Human-Interaction and Association by Graph-Based Learning for Multiple Object Tracking in the Wild. Int. J. Comput. Vis. 129(6): 1993-2010 (2021) - [j35]Cong Ma, Fan Yang, Yuan Li, Huizhu Jia, Xiaodong Xie, Wen Gao:
Deep Trajectory Post-Processing and Position Projection for Single & Multiple Camera Multiple Object Tracking. Int. J. Comput. Vis. 129(12): 3255-3278 (2021) - [j34]Cong Ma, Jiangshe Zhang, Junmin Liu, Lizhen Ji, Fei Gao:
A parallel multi-module deep reinforcement learning algorithm for stock trading. Neurocomputing 449: 290-302 (2021) - [j33]Tian Tong, Cong Ma, Yuejie Chi:
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent. J. Mach. Learn. Res. 22: 150:1-150:63 (2021) - [j32]Haijun Chen, Cong Ma, Yiwei Wang:
Application of New Sensor Technology in the Field of Education in the Era of Internet of Things. J. Sensors 2021: 1-10 (2021) - [j31]Lizhen Ji, Jiangshe Zhang, Chunxia Zhang, Cong Ma, Shuang Xu, Kai Sun:
CondenseNet with exclusive lasso regularization. Neural Comput. Appl. 33(23): 16197-16212 (2021) - [j30]Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi:
Nonconvex Matrix Factorization From Rank-One Measurements. IEEE Trans. Inf. Theory 67(3): 1928-1950 (2021) - [j29]Yanxi Chen, Cong Ma, H. Vincent Poor, Yuxin Chen:
Learning Mixtures of Low-Rank Models. IEEE Trans. Inf. Theory 67(7): 4613-4636 (2021) - [j28]Cong Ma, Yuanxin Li, Yuejie Chi:
Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. IEEE Trans. Signal Process. 69: 867-877 (2021) - [j27]Tian Tong, Cong Ma, Yuejie Chi:
Low-Rank Matrix Recovery With Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number. IEEE Trans. Signal Process. 69: 2396-2409 (2021) - [c40]Cong Ma, Zhe Liu, Yuqing Song, Cheng-Jian Qiu, Aihong Yu, Jiawen Zhang:
Self-supervision Adversarial Learning Network for Liver Lesion Classification. ICAIS (1) 2021: 540-552 - [c39]Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell:
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism. NeurIPS 2021: 11702-11716 - [i19]Cong Ma, Yuanxin Li, Yuejie Chi:
Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. CoRR abs/2101.05113 (2021) - [i18]Cong Ma, Banghua Zhu, Jiantao Jiao, Martin J. Wainwright:
Minimax Off-Policy Evaluation for Multi-Armed Bandits. CoRR abs/2101.07781 (2021) - [i17]Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell:
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism. CoRR abs/2103.12021 (2021) - [i16]Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin E. Tripp, Yuejie Chi:
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements. CoRR abs/2104.14526 (2021) - [i15]Cong Ma:
TANet++: Triple Attention Network with Filtered Pointcloud on 3D Detection. CoRR abs/2106.15366 (2021) - 2020
- [j26]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) - [j25]Yutong Qiu, Cong Ma, Han Xie, Carl Kingsford:
Detecting transcriptomic structural variants in heterogeneous contexts via the Multiple Compatible Arrangements Problem. Algorithms Mol. Biol. 15(1): 9 (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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-16 21:26 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
