Ping Liu

6.3k citations

136 papers · 3.7k · 3 hit papers · h-index 25

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Advanced Neural Network Applications
- Face and Expression Recognition
- Video Surveillance and Tracking Methods
- Face recognition and analysis
- Human Pose and Action Recognition
Experimental and Cognitive Psychology top 2%
- Emotion and Mood Recognition

Papers in

Computer Vision and Pattern Recognition 50
- Video Surveillance and Tracking Methods 13
- Human Pose and Action Recognition 12
- Face and Expression Recognition 9
- Advanced Vision and Imaging 8
- Advanced Image Processing Techniques 7
- Advanced Neural Network Applications 6
Artificial Intelligence 42
- Anomaly Detection Techniques and Applications 9

Co-authors: Yi Yang (9 shared papers)Yang He (4 shared papers)Zibo Meng (5 shared papers)Yan Tong (4 shared papers)Ziwei Wang (2 shared papers)Zhilan Hu (1 shared paper)Shizhong Han (3 shared papers)Yuhang Ding (2 shared papers)
Journals: IEEE Transactions on Image Processing (4 papers)Neurocomputing (3 papers)IEEE Transactions on Cybernetics (3 papers)IEEE Access (2 papers)IEEE Transactions on Multimedia (2 papers)
Partner nations: China United States Singapore

In The Last Decade

Ping Liu

126 papers receiving 3.5k citations

Ping Liu's Hit Papers

align trajectories log scale

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration 2019 · 705 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.

2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
2019 Pose-Guided Feature Alignment for Occluded Person Re-Identification
2014 Facial Expression Recognition via a Boosted Deep Belief Network

Peers

Countries citing papers authored by Ping Liu

Since Specialization

Citations

This map shows the geographic impact of Ping Liu'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 Ping Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ping Liu more than expected).

Fields of papers citing papers by Ping Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ping Liu. 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 Ping Liu. The network helps show where Ping Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Ping Liu, 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 Ping Liu Line = papers co-authored together Ping Liu 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 136 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang Hit paper breakdown →	2019	705
2	Facial Expression Recognition via a Boosted Deep Belief Network Ping Liu, Shizhong Han, Zibo Meng, Yan Tong Hit paper breakdown →	2014	473
3	Pose-Guided Feature Alignment for Occluded Person Re-Identification Jiaxu Miao, Yu Wu, Ping Liu, Yuhang Ding, Yi Yang Hit paper breakdown →	2019	407
4	Identity-Aware Convolutional Neural Network for Facial Expression Recognition Zibo Meng, Ping Liu, Jie Cai, Shizhong Han, Yan Tong	2017	229
5	Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang	2020	149
6	Alignment Controlled Growth of Single-Walled Carbon Nanotubes on Quartz Substrates Nano Letters ·Jianliang Xiao, Simon Dunham, Ping Liu, Yong‐Wei Zhang, Coşkun Kocabaş, Lionel C. H. Moh, Yonggang Huang, Keh‐Chih Hwang, Chao Lu, Wei Huang, John A. Rogers	2009	111
7	NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers Ping Liu, Wen Li, Liang Zou	2019	109
8	Bag-of-words representation for biomedical time series classification Biomedical Signal Processing and Control ·Jin Wang, Ping Liu, Mary She, Saeid Nahavandi, Abbas Z. Kouzani	2013	100
9	Category-Level Adversarial Adaptation for Semantic Segmentation using Purified Features IEEE Transactions on Pattern Analysis and Machine Intelligence ·Yawei Luo, Ping Liu, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang	2021	90
10	A self-learning expert system for diagnosis in traditional Chinese medicine Expert Systems with Applications ·Xuewei Wang, Haibin Qu, Ping Liu, Yiyu Cheng	2003	72
11	An improvement color image encryption algorithm based on DNA operations and real and complex chaotic systems Optik ·Xiang Li, Leyuan Wang, Yinfa Yan, Ping Liu	2015	60
12	Imperfect transcritical and pitchfork bifurcations Journal of Functional Analysis ·Ping Liu, Junping Shi, Yuwen Wang	2007	55
13	Very Long Natural Scenery Image Prediction by Outpainting Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan	2019	54
14	Secondary white matter degeneration of the corpus callosum in patients with intractable temporal lobe epilepsy: A diffusion tensor imaging study Epilepsy Research ·Hyunmi Kim, Zhe Piao, Ping Liu, William Bingaman, Beate Diehl	2008	51
15	Determination of the nucleosides and nucleobases in Tuber samples by dispersive solid-phase extraction combined with liquid chromatography–mass spectrometry Analytica Chimica Acta ·Ping Liu, Yuanyuan Li, Hongmei Li, Duanji Wan, Ya‐Jie Tang	2010	45
16	Filter Pruning by Switching to Neighboring CNNs With Good Attributes IEEE Transactions on Neural Networks and Learning Systems ·Yang He, Ping Liu, Linchao Zhu, Yi Yang	2022	41
17	Elastic properties of injection molded short glass fiber reinforced thermoplastic composites Composite Structures ·Yucheng Zhong, Ping Liu, Qing‐Xiang Pei, V. Sorkin, Athanasius Louis Commillus, Zhoucheng Su, T.F. Guo, Warintorn Thitsartarn, Tingting Lin, Chaobin He, Yong‐Wei Zhang	2020	39
18	Discriminative Feature Learning for Thorax Disease Classification in Chest X-ray Images IEEE Transactions on Image Processing ·Qingji Guan, Yaping Huang, Yawei Luo, Ping Liu, Mingliang Xu, Yi Yang	2021	38
19	Hierarchical Temporal Modeling With Mutual Distance Matching for Video Based Person Re-Identification IEEE Transactions on Circuits and Systems for Video Technology ·Peike Li, Pingbo Pan, Ping Liu, Mingliang Xu, Yi Yang	2020	35
20	Fatigue driving recognition based on deep learning and graph neural network Biomedical Signal Processing and Control ·Zhiqiang Lin, Taorong Qiu, Ping Liu, Lingyun Zhang, Siwei Zhang, Zhendong Mu	2021	35

About Ping Liu

Ping Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems, Control and Systems Engineering and Signal Processing, having authored 136 papers that have together received 3.7k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (13 papers), Human Pose and Action Recognition (12 papers), Face and Expression Recognition (9 papers), Anomaly Detection Techniques and Applications (9 papers), Advanced Vision and Imaging (8 papers), Advanced Image Processing Techniques (7 papers), Blind Source Separation Techniques (7 papers) and Advanced Neural Network Applications (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.2k citations), Experimental and Cognitive Psychology (594 citations), Artificial Intelligence (1.2k citations), Computational Mathematics (17 citations) and Signal Processing (247 citations). Ping Liu has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Yi Yang, Yang He, Zibo Meng, Yan Tong, Ziwei Wang, Zhilan Hu, Shizhong Han, Yuhang Ding, Jiaxu Miao and Yu Wu. Their work appears in journals such as IEEE Transactions on Image Processing, Neurocomputing, IEEE Transactions on Cybernetics, IEEE Access and IEEE Transactions on Multimedia.

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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Ping Liu's Hit Papers

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All Works

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