Changyou Chen

2.6k total citations
47 papers, 705 citations indexed

About

Changyou Chen is a scholar working on Artificial Intelligence, Computational Mechanics and Statistics and Probability. According to data from OpenAlex, Changyou Chen has authored 47 papers receiving a total of 705 indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Artificial Intelligence, 11 papers in Computational Mechanics and 9 papers in Statistics and Probability. Recurrent topics in Changyou Chen's work include Topic Modeling (11 papers), Bayesian Methods and Mixture Models (8 papers) and Natural Language Processing Techniques (8 papers). Changyou Chen is often cited by papers focused on Topic Modeling (11 papers), Bayesian Methods and Mixture Models (8 papers) and Natural Language Processing Techniques (8 papers). Changyou Chen collaborates with scholars based in United States, United Kingdom and Australia. Changyou Chen's co-authors include Lawrence Carin, David Carlson, Chunyuan Li, Rudolf Fleischer, Junping Zhang, Wenlin Wang, Bai Li, Wray Buntine, Zhe Gan and Jian Pu and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, SAE technical papers on CD-ROM/SAE technical paper series and IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).

In The Last Decade

Changyou Chen

46 papers receiving 668 citations

Peers

Changyou Chen
Comparison fields: 5 of 84
  • Artificial Intelligence 425
  • Computer Vision and Pattern Recognition 194
  • Computational Mechanics 96
  • Biomedical Engineering 79
  • Statistics and Probability 78
Replace V. Castelli with:
V. Castelli United States
Changyou Chen United States
Xiaoqiang Wang China
Chi‐Hsu Wang Taiwan
Guoqiang Zhang Australia
Zongben Xu China
Gavin Taylor United States
Tuo Zhao United States
Teng Zhang United States
Vojtěch Dvořák Czechia
V. Castelli United States View profile →
Citations per field, relative to Changyou Chen
Changyou Chen · 1×
Citations per year, relative to Changyou Chen
Changyou Chen · 1×

Countries citing papers authored by Changyou Chen

Since Specialization
Citations

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

Fields of papers citing papers by Changyou Chen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Changyou Chen

This figure shows the co-authorship network connecting the top 25 collaborators of Changyou Chen. A scholar is included among the top collaborators of Changyou Chen 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 Changyou Chen. Changyou Chen 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
# Work Indexed citations
1 1
2 10
3 2
4
Discretized Bottleneck in VAE: Posterior-Collapse-Free Sequence-to-Sequence Learning
1
5
Differentially Private Empirical Risk Minimization with Non-convex Loss Functions
15
6
Certified Adversarial Robustness with Additive Noise
62
7
Learning Saliency Maps for Adversarial Point-Cloud Generation
5
8
Symmetric Variational Autoencoder and Connections to Adversarial Learning
12
9
Second-Order Adversarial Attack and Certifiable Robustness
13
10
Certified Adversarial Robustness with Additive Gaussian Noise
3
11
Learning Structural Weight Uncertainty for Sequential Decision-Making
4
12
Learning Structured Weight Uncertainty in Bayesian Neural Networks
26
13
Nonlinear statistical learning with truncated Gaussian graphical models
1
14
Towards unifying hamiltonian Monte Carlo and Slice sampling
2
15 19
16
Scalable Deep Poisson Factor Analysis for Topic Modeling
32
17
Bridging the Gap between Stochastic Gradient MCMC and Stochastic Optimization
6
18
Bayesian Sampling Using Stochastic Gradient Thermostats
61
19
Robust Bayesian Max-Margin Clustering
8
20
A numerical method of solving the point reactor neutron kinetics equations
3

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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