Songfan Yang

1.8k total citations · 1 hit paper
41 papers, 1.3k citations indexed

About

Songfan Yang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Experimental and Cognitive Psychology. According to data from OpenAlex, Songfan Yang has authored 41 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Computer Vision and Pattern Recognition, 12 papers in Artificial Intelligence and 7 papers in Experimental and Cognitive Psychology. Recurrent topics in Songfan Yang's work include Video Surveillance and Tracking Methods (13 papers), Face recognition and analysis (12 papers) and Human Pose and Action Recognition (11 papers). Songfan Yang is often cited by papers focused on Video Surveillance and Tracking Methods (13 papers), Face recognition and analysis (12 papers) and Human Pose and Action Recognition (11 papers). Songfan Yang collaborates with scholars based in United States, China and Singapore. Songfan Yang's co-authors include Bir Bhanu, Le An, Deva Ramanan, Xi Peng, Joey Tianyi Zhou, Xiaojing Chen, Wei‐Yun Yau, Jiashi Feng, Shijie Xiao and Mehran Kafai and has published in prestigious journals such as IEEE Transactions on Image Processing, Pattern Recognition and Information Sciences.

In The Last Decade

Songfan Yang

41 papers receiving 1.3k citations

Hit 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.

Structured AutoEncoders for Subspace Clustering

2018 290 citations Xi Peng, Joey Tianyi Zhou et al. profile →

Peers

Countries citing papers authored by Songfan Yang

Since Specialization

Citations

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

Fields of papers citing papers by Songfan Yang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Songfan Yang

This figure shows the co-authorship network connecting the top 25 collaborators of Songfan Yang. A scholar is included among the top collaborators of Songfan Yang 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 Songfan Yang. Songfan Yang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	High methionine intake alters gut microbiota and lipid profile and leads to liver steatosis in mice 2024 ·Food & Function ·(unknown), Zhen Yan, Songfan Yang, (unknown), (unknown), (unknown), Yuzheng Xue, Jin‐Song Shi, Zhenghong Xu, Yan Geng	6
2	CLEARER: Multi-Scale Neural Architecture Search for Image Restoration 2020 ·Neural Information Processing Systems ·Yuanbiao Gou, Boyun Li, Zitao Liu, Songfan Yang, Xi Peng	44
3	TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning 2020 ·Pengcheng Wang, Zihao Wang, Zhilong Ji, Xiao Liu, Songfan Yang, Zhongqin Wu	5
4	Identifying At-Risk K-12 Students in Multimodal Online Environments: A Machine Learning Approach. 2020 ·Educational Data Mining ·Hang Li, Wenbiao Ding, Songfan Yang, Zitao Liu	1
5	Multimodal Learning for Classroom Activity Detection 2020 ·Hang Li, Yu Kang, Wenbiao Ding, Song Yang, Songfan Yang, (unknown), Zitao Liu	21
6	Recent Advances in Multimodal Educational Data Mining in K-12 Education 2020 ·Zitao Liu, Songfan Yang, Jiliang Tang, Neil T. Heffernan, Rose Luckin	5
7	Improved Low-Bitrate HEVC Video Coding Using Deep Learning Based Super-Resolution and Adaptive Block Patching 2019 ·IEEE Transactions on Multimedia ·(unknown), Xiaohai He, Linbo Qing, Qizhi Teng, Songfan Yang	17
8	Towards Automatic Mathematical Exercise Solving 2019 ·Data Science and Engineering ·(unknown), Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, (unknown), Kaiyu Li, Fu Zhu, Kang Pan	6
9	Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective 2019 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, (unknown), Liyuan Li, Joo‐Hwee Lim	63
10	Automatic Engagement Prediction with GAP Feature 2018 ·Xuesong Niu, Hu Han, Jiabei Zeng, (unknown), Shiguang Shan, Yan Huang, Songfan Yang, Xilin Chen	45
11	Multi-graph feature level fusion for person re-identification 2017 ·Neurocomputing ·Le An, Xiaojing Chen, Songfan Yang	19
12	Multi-Level Common Space Learning for Person Re-Identification 2017 ·IEEE Transactions on Circuits and Systems for Video Technology ·Le An, Zhen Qin, Xiaojing Chen, Songfan Yang	10
13	Person Re-identification by Multi-hypergraph Fusion 2016 ·IEEE Transactions on Neural Networks and Learning Systems ·Le An, Xiaojing Chen, Songfan Yang, Xuelong Li	40
14	Analyzing user behavior in online advertising with facial expressions 2016 ·Songfan Yang, Le An	2
15	L_₁-Norm Low-Rank Matrix Decomposition by Neural Networks and Mollifiers 2015 ·IEEE Transactions on Neural Networks and Learning Systems ·Yiguang Liu, Songfan Yang, Pengfei Wu, Chunguang Li, Menglong Yang	6
16	Person Re-Identification by Robust Canonical Correlation Analysis 2015 ·IEEE Signal Processing Letters ·Le An, Songfan Yang, Bir Bhanu	52
17	Face Recognition in Multi-Camera Surveillance Videos 2015 ·Le An, Bir Bhanu, Songfan Yang	9
18	Person Reidentification With Reference Descriptor 2015 ·IEEE Transactions on Circuits and Systems for Video Technology ·Le An, Mehran Kafai, Songfan Yang, Bir Bhanu	71
19	Improving action units recognition using dense flow-based face registration in video 2013 ·Songfan Yang, Le An, Bir Bhanu, Ninad Thakoor	7
20	Facial expression recognition using emotion avatar image 2011 ·Songfan Yang, Bir Bhanu	71

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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