Xinyun Chen
Impact in
- Artificial Intelligence top 5%
- Adversarial Robustness in Machine Learning
- Topic Modeling
- Anomaly Detection Techniques and Applications
- Natural Language Processing Techniques
- Advanced Graph Neural Networks
- Software top 10%
Papers in
-
- Natural Language Processing Techniques 10
- Topic Modeling 10
- Adversarial Robustness in Machine Learning 9
- Domain Adaptation and Few-Shot Learning 4
-
- Multimodal Machine Learning Applications 6
- Co-authors
- Dawn Song (13 shared papers)Warren He (1 shared paper)Nicholas Carlini (1 shared paper)Matthew Purver (3 shared papers)Micah Goldblum (1 shared paper)Bo Li (2 shared papers)Avi Schwarzschild (1 shared paper)Yuandong Tian (2 shared papers)
- Journals
- Stochastic Systems (2 papers)Journal of Colloid and Interface Science (1 paper)The Annals of Applied Probability (1 paper)Bioinformatics (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)
- Partner nations
- United StatesChinaIsrael
In The Last Decade
Xinyun Chen
37 papers receiving 603 citations
Xinyun Chen's Hit Papers
Peers
Comparison fields: 5 of 77
- Artificial Intelligence 455
- Software 38
- Signal Processing 100
- Health Informatics 8
- Computer Vision and Pattern Recognition 106
Countries citing papers authored by Xinyun Chen
This map shows the geographic impact of Xinyun 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 Xinyun Chen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xinyun Chen more than expected).
Fields of papers citing papers by Xinyun Chen
This network shows the impact of papers produced by Xinyun 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 Xinyun Chen. The network helps show where Xinyun Chen may publish in the future.
Co-authors
The 25 scholars most cited alongside Xinyun Chen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 39 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses Hit paper breakdown → | 2022 | 134 |
| 2 | Adversarial Example Defense: Ensembles of Weak Defenses are not Strong | 2017 | 94 |
| 3 | Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension | 2020 | 40 |
| 4 | 2021 | 36 | |
| 5 | 2018 | 36 | |
| 6 | 2021 | 29 | |
| 7 | Learning to Perform Local Rewriting for Combinatorial Optimization | 2019 | 27 |
| 8 | LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs | 2021 | 20 |
| 9 | Execution-Guided Neural Program Synthesis. | 2018 | 20 |
| 10 | 2015 | 20 | |
| 11 | 2022 | 17 | |
| 12 | Latent Attention For If-Then Program Synthesis | 2016 | 16 |
| 13 | Can you fool AI with adversarial examples on a visual Turing test | 2017 | 13 |
| 14 | 2023 | 11 | |
| 15 | 2024 | 10 | |
| 16 | 2022 | 9 | |
| 17 | 2023 | 8 | |
| 18 | Coda: An End-to-End Neural Program Decompiler | 2019 | 7 |
| 19 | 2022 | 7 | |
| 20 | 2014 | 7 |
About Xinyun Chen
Xinyun Chen is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Signal Processing and Management Science and Operations Research, having authored 39 papers that have together received 622 indexed citations. Recurring topics across this work include Natural Language Processing Techniques (10 papers), Topic Modeling (10 papers), Adversarial Robustness in Machine Learning (9 papers), Software Engineering Research (7 papers), Multimodal Machine Learning Applications (6 papers), Domain Adaptation and Few-Shot Learning (4 papers), Software Testing and Debugging Techniques (3 papers) and Advanced Malware Detection Techniques (3 papers). The work is most often cited by research in Artificial Intelligence (455 citations), Software (38 citations), Signal Processing (100 citations), Health Informatics (8 citations) and Computer Vision and Pattern Recognition (106 citations). Xinyun Chen has collaborated with scholars based in United States, China and Israel. Frequent co-authors include Dawn Song, Warren He, Nicholas Carlini, Matthew Purver, Micah Goldblum, Bo Li, Avi Schwarzschild, Yuandong Tian, Dimitris Tsipras and Chulin Xie. Their work appears in journals such as Stochastic Systems, Journal of Colloid and Interface Science, The Annals of Applied Probability, Bioinformatics and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.