Ehsan Elhamifar

6.8k total citations · 2 hit papers
50 papers, 4.4k citations indexed

About

Ehsan Elhamifar is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Ehsan Elhamifar has authored 50 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Computer Vision and Pattern Recognition, 24 papers in Artificial Intelligence and 13 papers in Computational Mechanics. Recurrent topics in Ehsan Elhamifar's work include Sparse and Compressive Sensing Techniques (13 papers), Multimodal Machine Learning Applications (11 papers) and Human Pose and Action Recognition (11 papers). Ehsan Elhamifar is often cited by papers focused on Sparse and Compressive Sensing Techniques (13 papers), Multimodal Machine Learning Applications (11 papers) and Human Pose and Action Recognition (11 papers). Ehsan Elhamifar collaborates with scholars based in United States, Mexico and Iran. Ehsan Elhamifar's co-authors include Renè Vidal, Dat Huynh, S. Shankar Sastry, Guillermo Sapiro, Allen Y. Yang, Taşkın Padır, Jiuxiang Gu, Zhe Lin, Jason Kuen and Lu Wang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Signal Processing and Advanced Theory and Simulations.

In The Last Decade

Ehsan Elhamifar

48 papers receiving 4.4k citations

Hit Papers

Sparse Subspace Clustering: Algorithm, Theory, and Applic... 2009 2026 2014 2020 2013 2009 500 1000 1.5k 2.0k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Ehsan Elhamifar United States 20 3.2k 1.7k 1.2k 1.1k 462 50 4.4k
Canyi Lu China 21 2.3k 0.7× 835 0.5× 1.7k 1.3× 659 0.6× 460 1.0× 33 3.8k
Yuan Xie China 36 4.5k 1.4× 1.2k 0.7× 742 0.6× 1.3k 1.2× 199 0.4× 175 5.6k
Zhihui Lai China 35 2.4k 0.8× 942 0.6× 788 0.6× 667 0.6× 385 0.8× 130 3.4k
Junhui Hou Hong Kong 38 4.8k 1.5× 657 0.4× 957 0.8× 1.6k 1.5× 386 0.8× 207 6.4k
Lunke Fei China 36 4.1k 1.3× 1.5k 0.9× 361 0.3× 1.2k 1.2× 1.4k 3.1× 116 5.5k
Chang Tang China 39 3.9k 1.2× 2.3k 1.3× 277 0.2× 1.3k 1.2× 192 0.4× 168 5.6k
Lihi Zelnik‐Manor Israel 27 5.0k 1.6× 1.4k 0.8× 331 0.3× 687 0.7× 382 0.8× 57 6.2k
Zhihui Lai China 28 1.8k 0.5× 782 0.5× 506 0.4× 499 0.5× 200 0.4× 103 2.4k
Quanxue Gao China 32 2.4k 0.8× 1.7k 1.0× 322 0.3× 495 0.5× 238 0.5× 139 3.4k
Xiaozhao Fang China 25 1.8k 0.6× 968 0.6× 560 0.5× 615 0.6× 233 0.5× 83 2.5k

Countries citing papers authored by Ehsan Elhamifar

Since Specialization
Citations

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

Fields of papers citing papers by Ehsan Elhamifar

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ehsan Elhamifar

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

All Works

20 of 20 papers shown
1.
Elhamifar, Ehsan, et al.. (2024). FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation. 18175–18185. 6 indexed citations
2.
Elhamifar, Ehsan, et al.. (2024). Learning to Predict Activity Progress by Self-Supervised Video Alignment. 18667–18677. 4 indexed citations
3.
Elhamifar, Ehsan, et al.. (2024). Error Detection in Egocentric Procedural Task Videos. 18655–18666. 4 indexed citations
4.
Yang, Linjie, et al.. (2024). Exploring the Role of Audio in Video Captioning. 2090–2100. 1 indexed citations
5.
Huynh, Dat, Jason Kuen, Zhe Lin, Jiuxiang Gu, & Ehsan Elhamifar. (2022). Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 7010–7021. 51 indexed citations
6.
Padır, Taşkın, et al.. (2021). Introvert: Human Trajectory Prediction via Conditional 3D Attention. 16810–16820. 42 indexed citations
7.
Huynh, Dat & Ehsan Elhamifar. (2020). Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition. Neural Information Processing Systems. 33. 19849–19860. 28 indexed citations
8.
Elhamifar, Ehsan, et al.. (2019). Deep Supervised Summarization: Algorithm and Application to Learning Instructions. Neural Information Processing Systems. 32. 1107–1118. 5 indexed citations
9.
Elhamifar, Ehsan. (2019). Sequential Facility Location: Approximate Submodularity and Greedy Algorithm.. International Conference on Machine Learning. 1784–1793. 5 indexed citations
10.
Elhamifar, Ehsan, et al.. (2019). Unsupervised Procedure Learning via Joint Dynamic Summarization. 6340–6349. 26 indexed citations
11.
Elhamifar, Ehsan, et al.. (2017). Subset Selection and Summarization in Sequential Data. Neural Information Processing Systems. 30. 1035–1045. 11 indexed citations
12.
Elhamifar, Ehsan. (2016). High-Rank Matrix Completion and Clustering under Self-Expressive Models. Neural Information Processing Systems. 29. 73–81. 26 indexed citations
13.
Elhamifar, Ehsan, et al.. (2013). A Convex Optimization Framework for Active Learning. 209–216. 87 indexed citations
14.
Elhamifar, Ehsan & Renè Vidal. (2013). Sparse Subspace Clustering: Algorithm, Theory, and Applications. IEEE Transactions on Pattern Analysis and Machine Intelligence. 35(11). 2765–2781. 2149 indexed citations breakdown →
15.
Elhamifar, Ehsan. (2012). SPARSE MODELING FOR HIGH-DIMENSIONAL MULTI-MANIFOLD DATA ANALYSIS by. 5 indexed citations
16.
Elhamifar, Ehsan & Renè Vidal. (2011). Structured Sparse Recovery via Convex Optimization. arXiv (Cornell University). 7 indexed citations
17.
Elhamifar, Ehsan & Renè Vidal. (2011). Sparse Manifold Clustering and Embedding. 24. 55–63. 172 indexed citations
18.
Elhamifar, Ehsan & Renè Vidal. (2010). Clustering disjoint subspaces via sparse representation. 1926–1929. 81 indexed citations
19.
Sadati, Nasser & Ehsan Elhamifar. (2006). Adaptive Fuzzy Decentralized Control of Robot Manipulators. 39. 1–6. 3 indexed citations
20.
Sadati, Nasser & Ehsan Elhamifar. (2006). Semi-decentralized control of multi-agent systems based on redundant manipulator optimization methods. 14. 278–283. 1 indexed citations

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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