Yang Cong

6.2k citations

135 papers · 3.6k · 1 hit paper · h-index 29

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Advanced Image and Video Retrieval Techniques
- Video Analysis and Summarization
- Multimodal Machine Learning Applications
Artificial Intelligence top 0.5%
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning

Papers in

Computer Vision and Pattern Recognition 94
- Video Surveillance and Tracking Methods 29
- Advanced Image and Video Retrieval Techniques 23
- Human Pose and Action Recognition 17
- Multimodal Machine Learning Applications 15
- Advanced Neural Network Applications 12
Artificial Intelligence 44
- Domain Adaptation and Few-Shot Learning 26
- Anomaly Detection Techniques and Applications 11

Co-authors: Junsong Yuan (6 shared papers)Ji Liu (8 shared papers)Gan Sun (46 shared papers)Jiahua Dong (24 shared papers)Jiebo Luo (11 shared papers)Yandong Tang (30 shared papers)Zhengming Ding (8 shared papers)Haibin Yu (13 shared papers)
Journals: Pattern Recognition (11 papers)IEEE Transactions on Circuits and Systems for Video Technology (10 papers)IEEE Transactions on Image Processing (6 papers)IEEE Transactions on Multimedia (5 papers)IEEE Transactions on Systems Man and Cybernetics Systems (4 papers)
Partner nations: China United States Singapore

In The Last Decade

Yang Cong

128 papers receiving 3.5k citations

Yang Cong's Hit Papers

align trajectories log scale

Sparse reconstruction cost for abnormal event detection 2011 · 583 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2011 Sparse reconstruction cost for abnormal event detection

Peers

Countries citing papers authored by Yang Cong

Since Specialization

Citations

This map shows the geographic impact of Yang Cong's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yang Cong with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yang Cong more than expected).

Fields of papers citing papers by Yang Cong

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yang Cong. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yang Cong. The network helps show where Yang Cong may publish in the future.

Co-authors

The 25 scholars most cited alongside Yang Cong, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Yang Cong Line = papers co-authored together Yang Cong links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 135 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Sparse reconstruction cost for abnormal event detection Yang Cong, Junsong Yuan, Ji Liu Hit paper breakdown →	2011	583
2	Abnormal event detection in crowded scenes using sparse representation Pattern Recognition ·Yang Cong, Junsong Yuan, Ji Liu	2012	229
3	Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection IEEE Transactions on Multimedia ·Yang Cong, Junsong Yuan, Jiebo Luo	2011	222
4	Data Poisoning Attacks on Federated Machine Learning IEEE Internet of Things Journal ·Gan Sun, Yang Cong, Jiahua Dong, Qiang Wang, Lingjuan Lyu, Ji Liu	2021	186
5	A Learning Framework of Adaptive Manipulative Skills From Human to Robot IEEE Transactions on Industrial Informatics ·Chenguang Yang, Chao Zeng, Yang Cong, Ning Wang, Min Wang	2018	138
6	Where and How to Transfer: Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation IEEE Transactions on Pattern Analysis and Machine Intelligence ·Jiahua Dong, Yang Cong, Gan Sun, Zhen Fang, Zhengming Ding	2021	124
7	What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong, Yang Cong, Gan Sun, Bineng Zhong, Xiaowei Xu	2020	117
8	Underwater robot sensing technology: A survey Fundamental Research ·Yang Cong, Changjun Gu, Tao Zhang, Yajun Gao	2021	105
9	Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context IEEE Transactions on Information Forensics and Security ·Yang Cong, Junsong Yuan, Yandong Tang	2013	99
10	Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract IEEE Journal of Biomedical and Health Informatics ·Shuai Wang, Yang Cong, Hancan Zhu, Xianyi Chen, Liangqiong Qu, Huijie Fan, Qiang Zhang, Mingxia Liu	2020	97
11	What and How: Generalized Lifelong Spectral Clustering via Dual Memory IEEE Transactions on Pattern Analysis and Machine Intelligence ·Gan Sun, Yang Cong, Jiahua Dong, Yuyang Liu, Zhengming Ding, Haibin Yu	2021	83
12	Representative Task Self-Selection for Flexible Clustered Lifelong Learning IEEE Transactions on Neural Networks and Learning Systems ·Gan Sun, Yang Cong, Qianqian Wang, Bineng Zhong, Yun Fu	2020	54
13	Adaptive Greedy Dictionary Selection for Web Media Summarization IEEE Transactions on Image Processing ·Yang Cong, Ji Liu, Gan Sun, Quanzeng You, Yuncheng Li, Jiebo Luo	2016	48
14	A Comprehensive Study of 3-D Vision-Based Robot Manipulation IEEE Transactions on Cybernetics ·Yang Cong, Ronghan Chen, Bingtao Ma, Hongsen Liu, Dongdong Hou, Chenguang Yang	2021	46
15	Self-Supervised Online Metric Learning With Low Rank Constraint for Scene Categorization IEEE Transactions on Image Processing ·Yang Cong, Ji Liu, Junsong Yuan, Jiebo Luo	2013	44
16	Deep sparse feature selection for computer aided endoscopy diagnosis Pattern Recognition ·Yang Cong, Shuai Wang, Ji Liu, Jun Cao, Yunsheng Yang, Jiebo Luo	2014	44
17	Laplacian pyramid adversarial network for face completion Pattern Recognition ·Qiang Wang, Huijie Fan, Gan Sun, Yang Cong, Yandong Tang	2018	38
18	A Method of Insulator Detection from Video Sequence Bingfeng Li, Denglu Wu, Yang Cong, Yong Xia, Yandong Tang	2012	38
19	Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong, Yang Cong, Gan Sun, Dongdong Hou	2019	37
20	Continual Multiview Task Learning via Deep Matrix Factorization IEEE Transactions on Neural Networks and Learning Systems ·Gan Sun, Yang Cong, Yulun Zhang, Guoshuai Zhao, Yun Fu	2020	37

About Yang Cong

Yang Cong is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Oncology and Computational Mechanics, having authored 135 papers that have together received 3.6k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (29 papers), Domain Adaptation and Few-Shot Learning (26 papers), Advanced Image and Video Retrieval Techniques (23 papers), Human Pose and Action Recognition (17 papers), Robotics and Sensor-Based Localization (17 papers), Multimodal Machine Learning Applications (15 papers), Advanced Neural Network Applications (12 papers) and Anomaly Detection Techniques and Applications (11 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.9k citations), Artificial Intelligence (1.8k citations), Signal Processing (317 citations), Computer Networks and Communications (495 citations) and Computational Mathematics (9 citations). Yang Cong has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Junsong Yuan, Ji Liu, Gan Sun, Jiahua Dong, Jiebo Luo, Yandong Tang, Zhengming Ding, Haibin Yu, Xiaowei Xu and Chenguang Yang. Their work appears in journals such as Pattern Recognition, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Image Processing, IEEE Transactions on Multimedia and IEEE Transactions on Systems Man and Cybernetics Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Yang Cong's Hit Papers

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All Works

About Yang Cong

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