Xiaoming Liu

21.1k total citations · 10 hit papers
129 papers, 11.4k citations indexed

About

Xiaoming Liu is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Xiaoming Liu has authored 129 papers receiving a total of 11.4k indexed citations (citations by other indexed papers that have themselves been cited), including 97 papers in Computer Vision and Pattern Recognition, 30 papers in Signal Processing and 12 papers in Artificial Intelligence. Recurrent topics in Xiaoming Liu's work include Face recognition and analysis (55 papers), Face and Expression Recognition (31 papers) and Biometric Identification and Security (28 papers). Xiaoming Liu is often cited by papers focused on Face recognition and analysis (55 papers), Face and Expression Recognition (31 papers) and Biometric Identification and Security (28 papers). Xiaoming Liu collaborates with scholars based in United States, China and United Kingdom. Xiaoming Liu's co-authors include Ying Tai, Jian Yang, Xi Yin, Amin Jourabloo, Luan Tran, Yaojie Liu, Chunyan Xu, Xiangyu Zhu, Zhen Lei and Stan Z. Li and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Scientific Reports.

In The Last Decade

Xiaoming Liu

124 papers receiving 11.1k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Image Super-Resolution via Deep Recursive Residual Network

2017 1.6k citations Ying Tai, Jian Yang et al. profile →
MemNet: A Persistent Memory Network for Image Restoration

2017 1.2k citations Ying Tai, Jian Yang et al. profile →
Face Alignment Across Large Poses: A 3D Solution

2016 666 citations Xiangyu Zhu, Zhen Lei et al. profile →
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition

2017 611 citations Luan Tran, Xi Yin et al. profile →
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision

2018 423 citations Xiaoming Liu et al. profile →
On the Detection of Digital Face Manipulation

2020 404 citations Xiaoming Liu et al. profile →
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors

2018 356 citations Ying Tai, Xiaoming Liu et al. profile →
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

2020 340 citations Yuge Huang, Ying Tai et al. profile →
AdaFace: Quality Adaptive Margin for Face Recognition

2022 264 citations Anil K. Jain, Xiaoming Liu et al. profile →
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization

2022 180 citations Xiaohong Liu, Xiaoming Liu et al. profile →

Peers

Countries citing papers authored by Xiaoming Liu

Since Specialization

Citations

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

Fields of papers citing papers by Xiaoming Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaoming Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaoming Liu. A scholar is included among the top collaborators of Xiaoming Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xiaoming Liu. Xiaoming Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation 2024 ·Xiaoming Liu, Chen Liu, Zhaohan Zhang, (unknown), (unknown), (unknown), Chao Shen	2
2	The relationship between thigh circumference and sarcopenia in Chinese community-dwelling elderly aged ≥60 years 2024 ·Heliyon ·Zhiwei Zhang, Qianwen Yang, Panpan He, Xiaoming Liu, (unknown), (unknown), (unknown), Ying Hu, Lipeng Jing	3
3	Hierarchical Fine-Grained Image Forgery Detection and Localization 2023 ·Xiao Guo, Xiaohong Liu, Zhiyuan Ren, (unknown), Iacopo Masi, Xiaoming Liu	78
4	Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation 2023 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Zhiyuan Xie, Xiaomin Ouyang, (unknown), (unknown), Guoliang Xing, Xiaoming Liu	5
5	Reverse Engineering of Generative Models: Inferring Model Hyperparameters From Generated Images 2023 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·(unknown), Xi Yin, Tal Hassner, Xiaoming Liu	28
6	The Airflow Field Characteristics of the Unmanned Agricultural Aerial System on Oilseed Rape (Brassica napus) Canopy for Supplementary Pollination 2021 ·Agronomy ·Songchao Zhang, (unknown), (unknown), Tao Sun, Xiaoming Liu, Yong Tian, Xinyu Xue	18
7	LUVLi Face Alignment: Estimating Landmarks’ Location, Uncertainty, and Visibility Likelihood 2020 ·Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike‐Akino, Xiaoming Liu, Chen Feng	87
8	Distribution Distillation Loss: Generic Approach for Improving Face Recognition from Hard Samples 2020 ·arXiv (Cornell University) ·Yuge Huang, Pengcheng Shen, Ying Tai, Shaoxin Li, Xiaoming Liu, Jilin Li, Feiyue Huang, Rongrong Ji	1
9	Hyperthermophilic composting of sewage sludge accelerates humic acid formation: Elemental and spectroscopic evidence 2020 ·Waste Management ·Xiaoming Liu, Yi Hou, Zhen Li, (unknown), Jia Tang, Yueqiang Wang, Shungui Zhou	95
10	DebFace: De-biasing Face Recognition 2019 ·arXiv (Cornell University) ·(unknown), Xiaoming Liu, Anil K. Jain	10
11	Recurrent Flow-Guided Semantic Forecasting 2019 ·(unknown), Garrick Brazil, Xiaoming Liu	21
12	Fusing Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks 2018 ·IEEE Transactions on Multimedia ·Songyang Zhang, Yang Yang, Jun Xiao, Xiaoming Liu, Yi Yang, Di Xie, Yueting Zhuang	146
13	Illuminating Pedestrians via Simultaneous Detection and Segmentation 2017 ·Garrick Brazil, Xi Yin, Xiaoming Liu	195
14	Face Alignment in Full Pose Range: A 3D Total Solution 2017 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li	238
15	Multi-Task Convolutional Neural Network for Face Recognition. 2017 ·arXiv (Cornell University) ·Xi Yin, Xiaoming Liu	7
16	Image Super-Resolution via Deep Recursive Residual Network breakdown → 2017 ·Ying Tai, Jian Yang, Xiaoming Liu	1635
17	Disentangled Representation Learning GAN for Pose-Invariant Face Recognition breakdown → 2017 ·Luan Tran, Xi Yin, Xiaoming Liu	611
18	Towards Large-Pose Face Frontalization in the Wild 2017 ·Xi Yin, Yu Xiang, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker	215
19	Aquatic debris monitoring using smartphone-based robotic sensors 2014 ·Information Processing in Sensor Networks ·Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu, Xiangmao Chang	9
20	Video motion capture in VBA—Video-based animation 2000 ·Journal of Zhejiang University Science ·Yunhe Pan, Yueting Zhuang, Xiaoming Liu	3

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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