Houwen Peng

8.7k total citations · 5 hit papers
28 papers, 3.0k citations indexed

About

Houwen Peng is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Houwen Peng has authored 28 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Computer Vision and Pattern Recognition, 8 papers in Artificial Intelligence and 3 papers in Electrical and Electronic Engineering. Recurrent topics in Houwen Peng's work include Advanced Neural Network Applications (10 papers), Advanced Image and Video Retrieval Techniques (7 papers) and Visual Attention and Saliency Detection (6 papers). Houwen Peng is often cited by papers focused on Advanced Neural Network Applications (10 papers), Advanced Image and Video Retrieval Techniques (7 papers) and Visual Attention and Saliency Detection (6 papers). Houwen Peng collaborates with scholars based in China, United States and United Kingdom. Houwen Peng's co-authors include Zhipeng Zhang, Jianlong Fu, Haibin Ling, Minghao Chen, Jiebo Luo, Kan Wu, Songyang Zhang, Huchuan Lu, Weihua Xiong and Weiming Hu and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

In The Last Decade

Houwen Peng

27 papers receiving 2.9k citations

Hit Papers

Deeper and Wider Siamese Networks for Real-Time Visual Tr... 2019 2026 2021 2023 2019 2023 2020 2021 2023 200 400 600
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.

  1. Deeper and Wider Siamese Networks for Real-Time Visual Tracking
    2019 724 citations Houwen Peng et al. profile →
  2. EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention
    2023 360 citations Xinyu Liu, Houwen Peng et al. profile →
  3. Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
    2020 289 citations Songyang Zhang, Houwen Peng et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →
  4. Rethinking and Improving Relative Position Encoding for Vision Transformer
    2021 224 citations Kan Wu, Houwen Peng et al. 2021 IEEE/CVF International Conference on Computer Vision (ICCV) profile →
  5. SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
    2023 194 citations Xin Chen, Houwen Peng et al. profile →

Peers

Houwen Peng
Wei Feng China
Hanzi Wang China
Heng Fan United States
Jin Young Choi South Korea
Zheng Zhu China
Zhenyu He China
Qiang Wang China
Chenglong Li China
Laura Leal-Taixé Germany
Bohyung Han South Korea
Wei Feng China
Houwen Peng
Citations per year, relative to Houwen Peng Houwen Peng (= 1×) peers Wei Feng

Countries citing papers authored by Houwen Peng

Since Specialization
Citations

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

Fields of papers citing papers by Houwen Peng

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Houwen Peng

This figure shows the co-authorship network connecting the top 25 collaborators of Houwen Peng. A scholar is included among the top collaborators of Houwen Peng 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 Houwen Peng. Houwen Peng 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.
Wei, Yixuan, et al.. (2024). ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws. 3209–3222. 1 indexed citations
2.
Liu, Xinyu, Houwen Peng, Ningxin Zheng, et al.. (2023). EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. 14420–14430. 360 indexed citations breakdown →
3.
Chen, Xin, et al.. (2023). Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking. 9578–9587. 54 indexed citations
4.
Wu, Kan, Houwen Peng, Bin Xiao, et al.. (2023). TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. 21913–21923. 13 indexed citations
5.
Chen, Xin, Houwen Peng, Dong Wang, Huchuan Lu, & Hu Han. (2023). SeqTrack: Sequence to Sequence Learning for Visual Object Tracking. 14572–14581. 194 indexed citations breakdown →
6.
Wei, Yixuan, Houwen Peng, Xinyang Jiang, et al.. (2023). Attentive Mask CLIP. 2759–2769. 8 indexed citations
7.
Hammoud, Hasan Abed Al Kader, et al.. (2022). PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies. 23192–23204.
8.
Zhang, Jinnian, Houwen Peng, Kan Wu, et al.. (2022). MiniViT: Compressing Vision Transformers with Weight Multiplexing. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 12135–12144. 79 indexed citations
9.
Yu, Hongyuan, Houwen Peng, Yan Huang, et al.. (2022). Cyclic Differentiable Architecture Search. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(1). 211–228. 28 indexed citations
10.
Huang, Yupan, Bei Liu, Houwen Peng, et al.. (2021). Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training. Neural Information Processing Systems. 34. 23 indexed citations
11.
Chen, Minghao, Houwen Peng, Jianlong Fu, & Haibin Ling. (2021). AutoFormer: Searching Transformers for Visual Recognition. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 12250–12260. 180 indexed citations
12.
Chen, Minghao, Kan Wu, Houwen Peng, et al.. (2021). Searching the Search Space of Vision Transformer. arXiv (Cornell University). 34. 1 indexed citations
13.
Yan, Bin, Houwen Peng, Kan Wu, et al.. (2021). LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search. 15175–15184. 148 indexed citations
14.
Wu, Kan, Houwen Peng, Minghao Chen, Jianlong Fu, & Hongyang Chao. (2021). Rethinking and Improving Relative Position Encoding for Vision Transformer. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 10013–10021. 224 indexed citations breakdown →
15.
Peng, Houwen, Hao Du, Hongyuan Yu, et al.. (2020). Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search. Neural Information Processing Systems. 33. 17955–17964. 5 indexed citations
16.
Zhang, Songyang, Houwen Peng, Jianlong Fu, & Jiebo Luo. (2020). Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language. Proceedings of the AAAI Conference on Artificial Intelligence. 34(7). 12870–12877. 289 indexed citations breakdown →
17.
Qiu, Kai, et al.. (2019). AI Coach. 2228–2230. 30 indexed citations
18.
Peng, Houwen, Bing Li, Haibin Ling, et al.. (2016). Salient Object Detection via Structured Matrix Decomposition. IEEE Transactions on Pattern Analysis and Machine Intelligence. 39(4). 818–832. 292 indexed citations
19.
Peng, Houwen, et al.. (2015). Predicting Image Memorability by Multi-view Adaptive Regression. 1147–1150. 18 indexed citations
20.
Li, Bing, Weihua Xiong, Weiming Hu, & Houwen Peng. (2013). Illumination Estimation Based on Bilayer Sparse Coding. 1423–1429. 9 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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