Allen Y. Yang

4.1k citations

63 papers · 2.5k indexed · 1 hit paper · h-index 25

Computer Vision and Pattern Recognition top 0.5%
Computational Mechanics top 2%
Artificial Intelligence top 5%
Media Technology top 1%
Signal Processing top 2%

Co-authors: S. Shankar Sastry Yi Ma John Wright Arvind Ganesh Ruzena Bajcsy Roozbeh Jafari Harm Derksen Robert M. Fossum
Topics: Sparse and Compressive Sensing Techniques (16 papers)Advanced Image and Video Retrieval Techniques (12 papers)Advanced Vision and Imaging (9 papers)
Cited by: Computer Vision and Pattern Recognition Media Technology Computational Mechanics
Journals: Proceedings of the IEEE IEEE Transactions on Signal Processing IEEE Access
Partner nations: United States China Sweden

In The Last Decade

Allen Y. Yang

58 papers receiving 2.4k 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.

Fast ℓ<inf>1</inf>-minimization algorithms and an application in robust face recognition: A review

2010 319 citations Allen Y. Yang, S. Shankar Sastry et al. profile →

Peers

Countries citing papers authored by Allen Y. Yang

Since Specialization

Citations

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

Fields of papers citing papers by Allen Y. Yang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Allen Y. Yang

This figure shows the co-authorship network connecting the top 25 collaborators of Allen Y. Yang. A scholar is included among the top collaborators of Allen Y. 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 Allen Y. Yang. Allen Y. 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	Machine learning for generative architectural design: Advancements, opportunities, and challenges 2025 ·Automation in Construction ·(unknown),(unknown),Allen Y. Yang,Luisa Caldas	5
2	Robust 6DoF Pose Estimation Against Depth Noise and a Comprehensive Evaluation on a Mobile Dataset 2025 ·Zixun Huang,(unknown),(unknown),(unknown),Allen Y. Yang	0
3	A multimodal approach to the detection and classification of skin diseases 2025 ·Allen Y. Yang,Edward Yang	0
4	Racial disparities in access to pain management services during COVID pandemic at an urban safety-net hospital 2023 ·(unknown),(unknown),Allen Y. Yang,(unknown),(unknown)	1
5	Which Applicant Factors Predict Success in Emergency Medicine Training Programs? A Scoping Review 2019 ·AEM Education and Training ·Allen Y. Yang,(unknown),Soheil Saadat,Linda Murphy,(unknown),Megan Boysen‐Osborn	11
6	Differentiating Urgent and Emergent Causes of Acute Red Eye for the Emergency Physician 2017 ·Western Journal of Emergency Medicine ·(unknown),Allen Y. Yang,(unknown),Megan Boysen‐Osborn	19
7	Improving human-in-the-loop decision making in multi-mode driver assistance systems using hidden mode stochastic hybrid systems 2015 ·(unknown),Allen Y. Yang,Katherine Driggs-Campbell,Růžena Bajcsy,Shankar Sastry	18
8	Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment 2014 ·International Journal of Computer Vision ·Liansheng Zhuang,Tsung‐Han Chan,Allen Y. Yang,S. Shankar Sastry,Yi Ma	39
9	A Convex Optimization Framework for Active Learning 2013 ·Ehsan Elhamifar,Guillermo Sapiro,Allen Y. Yang,(unknown)	87
10	Quadratic Compressive Sensing - A Nonlinear Extension of Compressive Sensing 2013 ·arXiv (Cornell University) ·Henrik Ohlsson,Allen Y. Yang,Roy Dong,Michel Verhaegen,S. Shankar Sastry	2
11	Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer 2013 ·Liansheng Zhuang,Allen Y. Yang,Zihan Zhou,S. Shankar Sastry,Yi Ma	47
12	Sparse online low-rank projection and outlier rejection (SOLO) for 3-D rigid-body motion registration 2012 ·(unknown),Allen Y. Yang,(unknown),(unknown),Luis Sentis,Sriram Vishwanath	2
13	CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem 2012 ·Henrik Ohlsson,Allen Y. Yang,Roy Dong,S. Shankar Sastry	55
14	Holistic 3D reconstruction of urban structures from low-rank textures 2011 ·Hossein Mobahi,Zihan Zhou,Allen Y. Yang,Yi Ma	27
15	Segmentation of Natural Images by Texture and Boundary Compression 2011 ·International Journal of Computer Vision ·Hossein Mobahi,Shankar Rao,Allen Y. Yang,S. Shankar Sastry,Yi Ma	94
16	Towards a robust face recognition system using compressive sensing 2010 ·Allen Y. Yang,Zihan Zhou,Yi Ma,Shankar Sastry	5
17	Distributed compression and fusion of nonnegative sparse signals for multiple-view object recognition 2009 ·International Conference on Information Fusion ·Allen Y. Yang,Subhransu Maji,Kirak Hong,Posu Yan,S. Shankar Sastry	7
18	Distributed recognition of human actions using wearable motion sensor networks 2009 ·Journal of Ambient Intelligence and Smart Environments ·Allen Y. Yang,Roozbeh Jafari,S. Shankar Sastry,Ruzena Bajcsy	148
19	A wireless body sensor network for the prevention and management of asthma 2009 ·Edmund Y. W. Seto,Annarita Giani,Victor Shia,(unknown),Posu Yan,Allen Y. Yang,Michael Jerrett,Ruzena Bajcsy	31
20	Estimation of Subspace Arrangements: Its Algebra and Statistics 2009 ·Allen Y. Yang	1

About Allen Y. Yang

Allen Y. Yang is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Computer Graphics and Computer-Aided Design, having authored 63 papers that have together received 2.5k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (16 papers), Advanced Image and Video Retrieval Techniques (12 papers) and Advanced Vision and Imaging (9 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.6k citations), Media Technology (321 citations) and Computational Mechanics (612 citations). Allen Y. Yang has collaborated with scholars based in United States, China and Sweden. Frequent co-authors include S. Shankar Sastry, Yi Ma, John Wright, Arvind Ganesh, Ruzena Bajcsy, Roozbeh Jafari, Harm Derksen, Robert M. Fossum, Shankar Rao and Shankar Sastry. Their work appears in journals such as Proceedings of the IEEE, IEEE Transactions on Signal Processing and IEEE Access.

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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