Cong Ma

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 140

Top Venues

CoRR

Neurocomputing

IEEE Trans. Inf. Theory

ICASSP

Publications

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) (2024)
Yuepeng Yang, Antares Chen, Lorenzo Orecchia, Cong Ma
Top-K ranking with a monotone adversary. CoRR (2024)
Jiawei Ge, Shange Tang, Jianqing Fan, Cong Ma, Chi Jin
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift. CoRR (2023)
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) (2023)
Yu Gui, Rina Barber, Cong Ma
Conformalized matrix completion. NeurIPS (2023)
Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. ICML (2023)
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)
Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. CoRR (2023)
Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong
CCIM: Cross-modal Cross-lingual Interactive Image Translation. EMNLP (Findings) (2023)
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) (2023)
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 (2023)
Cong Ma, Xingyu Xu, Tian Tong, Yuejie Chi
Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization. CoRR (2023)
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)
Yuepeng Yang, Cong Ma
Optimal Tuning-Free Convex Relaxation for Noisy Matrix Completion. IEEE Trans. Inf. Theory 69 (10) (2023)
Xunhong Wang, Cong Ma
Simultaneous Dynamic Optimization of Technical Indicators and Mining Sequence in Metal Mines Using Hybrid Coding AADE. IEEE Access 11 (2023)
Yuepeng Yang, Cong Ma
Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games. ICLR (2023)
Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong
Multi-Teacher Knowledge Distillation For Text Image Machine Translation. CoRR (2023)
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)
Yu Gui, Cong Ma, Yiqiao Zhong
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage. CoRR (2023)
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)
Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong
E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation. CoRR (2023)
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) (2023)
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) (2023)
Zhiyi Zeng, Cong Ma, Xiangyu Chang
Multi-step reward ensemble methods for adaptive stock trading. Expert Syst. Appl. 230 (2023)
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) (2022)
Yuepeng Yang, Cong Ma
Optimal tuning-free convex relaxation for noisy matrix completion. CoRR (2022)
Reese Pathak, Cong Ma, Martin J. Wainwright
A new similarity measure for covariate shift with applications to nonparametric regression. CoRR (2022)
Cong Ma, Banghua Zhu, Jiantao Jiao, Martin J. Wainwright
Minimax Off-Policy Evaluation for Multi-Armed Bandits. IEEE Trans. Inf. Theory 68 (8) (2022)
Cong Ma, Wonjun Chung
Visual Communication Design Based on Collaborative Wireless Communication Video Transmission. J. Sensors 2022 (2022)
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 (2022)
Gene Li, Cong Ma, Nathan Srebro
Confidence Sets. CoRR (2022)
Harry Dong, Tian Tong, Cong Ma, Yuejie Chi
Fast and Provable Tensor Robust Principal Component Analysis via Scaled Gradient Descent. CoRR (2022)
Reese Pathak, Cong Ma, Martin J. Wainwright
A new similarity measure for covariate shift with applications to nonparametric regression. ICML (2022)
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 (2022)
Gene Li, Cong Ma, Nati Srebro
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets. NeurIPS (2022)
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)
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 (2022)
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 (2022)
Yuepeng Yang, Cong Ma
$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games. CoRR (2022)
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 (2022)
Cong Ma, Reese Pathak, Martin J. Wainwright
Optimally tackling covariate shift in RKHS-based nonparametric regression. CoRR (2022)
Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin Tripp, Yuejie Chi
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion. AISTATS (2022)
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)
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 (2022)
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 (2022)
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 (2022)
Hongyu Zheng, Cong Ma, Carl Kingsford
Deriving Ranges of Optimal Estimated Transcript Expression due to Nonidentifiability. J. Comput. Biol. 29 (2) (2022)
Tian Tong, Cong Ma, Yuejie Chi
Accelerating ILL-Conditioned Robust Low-Rank Tensor Regression. ICASSP (2022)
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)
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) (2022)
Cong Ma, Yuanxin Li, Yuejie Chi
Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. CoRR (2021)
Cong Ma, Hongyu Zheng, Carl Kingsford
Exact transcript quantification over splice graphs. Algorithms Mol. Biol. 16 (1) (2021)
Tian Tong, Cong Ma, Yuejie Chi
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent. J. Mach. Learn. Res. 22 (2021)
Cong Ma, Jiangshe Zhang, Junmin Liu, Lizhen Ji, Fei Gao
A parallel multi-module deep reinforcement learning algorithm for stock trading. Neurocomputing 449 (2021)
Yanxi Chen, Cong Ma, H. Vincent Poor, Yuxin Chen
Learning Mixtures of Low-Rank Models. IEEE Trans. Inf. Theory 67 (7) (2021)
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)
Cong Ma, Yuanxin Li, Yuejie Chi
Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. IEEE Trans. Signal Process. 69 (2021)
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 (2021)
Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin Tripp, Yuejie Chi
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements. CoRR (2021)
Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism. NeurIPS (2021)
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 (2021)
Lizhen Ji, Jiangshe Zhang, Chunxia Zhang, Cong Ma, Shuang Xu, Kai Sun
CondenseNet with exclusive lasso regularization. Neural Comput. Appl. 33 (23) (2021)
Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma
Spectral Methods for Data Science: A Statistical Perspective. Found. Trends Mach. Learn. 14 (5) (2021)
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 (2021)
Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism. CoRR (2021)
Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi
Nonconvex Matrix Factorization From Rank-One Measurements. IEEE Trans. Inf. Theory 67 (3) (2021)
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) (2021)
Cong Ma
TANet++: Triple Attention Network with Filtered Pointcloud on 3D Detection. CoRR (2021)
Cong Ma, Banghua Zhu, Jiantao Jiao, Martin J. Wainwright
Minimax Off-Policy Evaluation for Multi-Armed Bandits. CoRR (2021)
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) (2021)
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) (2020)
Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan
Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data. CoRR (2020)
Cong Ma, Zhizhong Li, Dahua Lin, Jiangshe Zhang
Parallel Multi-Environment Shaping Algorithm for Complex Multi-step Task. Neurocomputing 402 (2020)
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)
Yanxi Chen, Cong Ma, H. Vincent Poor, Yuxin Chen
Learning Mixtures of Low-Rank Models. CoRR (2020)
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)
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) (2020)
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 (2020)
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) (2020)
Jiangshe Zhang, Cong Ma, Junmin Liu, Guang Shi
Penetrating the influence of regularizations on neural network based on information bottleneck theory. Neurocomputing 393 (2020)
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)
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) (2020)
Tian Tong, Cong Ma, Yuejie Chi
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent. CoRR (2020)
Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma
Spectral Methods for Data Science: A Statistical Perspective. CoRR (2020)
Tian Tong, Cong Ma, Yuejie Chi
Low-Rank Matrix Recovery with Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number. CoRR (2020)
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) (2020)
Min Li, Zhenjiang Miao, Cong Ma
Sequence-to-Sequence Labanotation Generation Based on Motion Capture Data. ICASSP (2020)
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 (2020)
Cong Ma, Hongyu Zheng, Carl Kingsford
Exact Transcript Quantification Over Splice Graphs. WABI (2020)
Min Li, Zhenjiang Miao, Cong Ma, Ang Li, Tianyu Zhou
An Automatic Framework For Generating Labanotation Scores From Continuous Motion Capture Data. ICME (2020)
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)
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) (2020)
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)
Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi
Nonconvex Matrix Factorization from Rank-One Measurements. AISTATS (2019)
Cong Ma, Yuanxin Li, Yuejie Chi
Beyond Procrustes: Balancing-free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. ACSSC (2019)
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 (2019)
Jianqing Fan, Cong Ma, Yiqiao Zhong
A Selective Overview of Deep Learning. CoRR (2019)
Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan
Inference and Uncertainty Quantification for Noisy Matrix Completion. CoRR (2019)
Ruyi Zhang, Zhenjiang Miao, Cong Ma, Shanshan Hao
Aggregating Motion and Attention for Video Object Detection. ACPR (2) (2019)
Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma, Yuling Yan
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cong Ma