Pengchuan Zhang

9.3k citations
33 papers · 3.2k indexed · 6 hit papers · h-index 16
Topics
Multimodal Machine Learning Applications (17 papers)Domain Adaptation and Few-Shot Learning (12 papers)Advanced Neural Network Applications (9 papers)

In The Last Decade

Pengchuan Zhang

32 papers receiving 3.1k citations

Hit Papers

AttnGAN: Fine-Grained Text to Image Generation with Atten...2018202620202023201820212022202120212505007501000

Peers

Pengchuan Zhang
Comparison fields: 5 of 128
  • Computer Vision and Pattern Recognition 2.6k
  • Artificial Intelligence 1.3k
  • Computer Graphics and Computer-Aided Design 160
  • Media Technology 134
  • Signal Processing 102
Replace Dacheng Tao with:
Dacheng Tao Australia
Alexander G. Schwing United States
Neil Alldrin United States
Roger Grosse Canada
Yingwei Pan China
Carl Doersch United States
Bohyung Han South Korea
Hubert Ramsauer Austria
Takeru Miyato Japan
Pengchuan Zhang relative to Dacheng Tao Australia Dacheng Tao's profile →
Citations per field
00.5×1.5×2.5×
Dacheng Tao · 1×
Citations per year

Countries citing papers authored by Pengchuan Zhang

Since Specialization
Citations

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

Fields of papers citing papers by Pengchuan Zhang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Pengchuan Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Pengchuan Zhang. A scholar is included among the top collaborators of Pengchuan Zhang 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 Pengchuan Zhang. Pengchuan Zhang 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
#WorkIndexed citations
1 9
2 7
3 33
4 8
5 32
6 117
7
An Empirical Study of Training End-to-End Vision-and-Language Transformersbreakdown →
204
8
VinVL: Making Visual Representations Matter in Vision-Language Models
48
9
Focal Attention for Long-Range Interactions in Vision Transformers
50
10
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encodingbreakdown →
204
11
Dynamic DETR: End-to-End Object Detection with Dynamic Attentionbreakdown →
257
12
A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
16
13
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
29
14 2
15 6
16 1
17
Turbo Learning for CaptionBot and DrawingBot
9
18
On the Discrimination-Generalization Tradeoff in GANs
3
19
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networksbreakdown →
1024
20 14

About Pengchuan Zhang

Pengchuan Zhang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Theory and Mathematics, having authored 33 papers that have together received 3.2k indexed citations. Recurring topics across this work include Multimodal Machine Learning Applications (17 papers), Domain Adaptation and Few-Shot Learning (12 papers) and Advanced Neural Network Applications (9 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.6k citations), Computer Graphics and Computer-Aided Design (160 citations) and Artificial Intelligence (1.3k citations). Pengchuan Zhang has collaborated with scholars based in United States, United Kingdom and Finland. Frequent co-authors include Jianwei Yang, Jianfeng Gao, Qiuyuan Huang, Xiaodong He, Zhe Gan, Tao Xu, Han Zhang, Xiaolei Huang, Lu Yuan and Xiyang Dai. Their work appears in journals such as Computational Mechanics, Multiscale Modeling and Simulation and Carbonates and Evaporites.

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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