Aston Zhang

2.9k total citations · 1 hit paper
33 papers, 1.2k citations indexed

About

Aston Zhang is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Aston Zhang has authored 33 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 14 papers in Computer Vision and Pattern Recognition and 7 papers in Information Systems. Recurrent topics in Aston Zhang's work include Topic Modeling (9 papers), Natural Language Processing Techniques (8 papers) and Multimodal Machine Learning Applications (5 papers). Aston Zhang is often cited by papers focused on Topic Modeling (9 papers), Natural Language Processing Techniques (8 papers) and Multimodal Machine Learning Applications (5 papers). Aston Zhang collaborates with scholars based in United States, Singapore and China. Aston Zhang's co-authors include Tarek Abdelzaher, Yiran Zhao, Shuochao Yao, Shaohan Hu, Lü Su, Huajie Shao, Chao Zhang, Carl A. Gunter, Xing Xie and Yi Tay and has published in prestigious journals such as Computer, IEEE Transactions on Neural Networks and Learning Systems and ACM Transactions on Intelligent Systems and Technology.

In The Last Decade

Aston Zhang

33 papers receiving 1.2k citations

Hit Papers

align trajectories

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Aston Zhang United States	16	550	547	269	212	184	33	1.2k
Huajie Shao United States	18	436 0.8×	325 0.6×	315 1.2×	367 1.7×	118 0.6×	53	1.1k
Zhiwen Xiao China	17	613 1.1×	529 1.0×	381 1.4×	218 1.0×	188 1.0×	36	1.6k
Tanır Özçelebi Netherlands	17	231 0.4×	496 0.9×	376 1.4×	265 1.3×	190 1.0×	91	1.1k
Haoxiang Wang China	16	405 0.7×	645 1.2×	306 1.1×	130 0.6×	169 0.9×	45	1.5k
Widyawan Widyawan Indonesia	19	363 0.7×	266 0.5×	353 1.3×	625 2.9×	165 0.9×	108	1.4k
Hung Bui Australia	20	1.0k 1.8×	940 1.7×	214 0.8×	145 0.7×	283 1.5×	72	1.7k
Yunsick Sung South Korea	20	261 0.5×	354 0.6×	257 1.0×	148 0.7×	221 1.2×	114	1.2k
Sozo Inoue Japan	17	296 0.5×	697 1.3×	284 1.1×	171 0.8×	81 0.4×	117	1.1k
Muhammad Ilyas Pakistan	18	257 0.5×	221 0.4×	458 1.7×	291 1.4×	94 0.5×	106	1.3k
Moustafa Alzantot United States	11	783 1.4×	285 0.5×	156 0.6×	500 2.4×	311 1.7×	16	1.5k

Countries citing papers authored by Aston Zhang

Since Specialization

Citations

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

Fields of papers citing papers by Aston Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Aston Zhang

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Qin, Chengwei, et al.. (2024). In-Context Learning with Iterative Demonstration Selection. 7441–7455. 6 indexed citations

2.

Zhang, Zhuosheng & Aston Zhang. (2024). You Only Look at Screens: Multimodal Chain-of-Action Agents. 3132–3149. 7 indexed citations

3.

Shi, Xingjian, et al.. (2023). Automated Few-Shot Classification with Instruction-Finetuned Language Models. 2414–2432. 1 indexed citations

4.

Hu, Zhiqiang, Roy Ka-Wei Lee, Charų C. Aggarwal, & Aston Zhang. (2022). Text Style Transfer. ACM SIGKDD Explorations Newsletter. 24(1). 14–45. 22 indexed citations

5.

Grassucci, Eleonora, Aston Zhang, & Danilo Comminiello. (2022). PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions. IEEE Transactions on Neural Networks and Learning Systems. 35(6). 8293–8305. 29 indexed citations

6.

Zhang, Shuai, et al.. (2021). Learning User Representations with Hypercuboids for Recommender Systems. 716–724. 12 indexed citations

7.

Zhang, Aston, Alvin Chan, Yi Tay, et al.. (2021). On Orthogonality Constraints for Transformers. Repository for Publications and Research Data (ETH Zurich). 375–382. 4 indexed citations

8.

Guo, Jian, He He, Tong He, et al.. (2020). GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. arXiv (Cornell University). 21(23). 1–7. 109 indexed citations

9.

Chan, Alvin, Yi Tay, Yew-Soon Ong, & Aston Zhang. (2020). Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. 4175–4189. 28 indexed citations

10.

Tay, Yi, Anh Tuan Luu, Aston Zhang, Shuohang Wang, & Siu Cheung Hui. (2019). Compositional De-Attention Networks. Neural Information Processing Systems. 32. 6132–6142. 9 indexed citations

11.

El-Kishky, Ahmed, Frank F. Xu, Aston Zhang, Stephen Macke, & Jiawei Han. (2018). Entropy-Based Subword Mining with an Application to Word Embeddings. 12–21. 3 indexed citations

12.

Yao, Shuochao, Shaohan Hu, Yiran Zhao, Aston Zhang, & Tarek Abdelzaher. (2017). DeepSense. 351–360. 463 indexed citations breakdown →

13.

Yao, Shuochao, Yiran Zhao, Aston Zhang, Lü Su, & Tarek Abdelzaher. (2017). DeepIoT. 1–14. 143 indexed citations

14.

Zhang, Aston, et al.. (2017). Email Category Prediction. 495–503. 9 indexed citations

15.

Zhang, Aston, et al.. (2016). Exploiting temporal divergence of topic distributions for event detection. 3. 164–171. 2 indexed citations

16.

Zhang, Aston & Quanquan Gu. (2016). Accelerated Stochastic Block Coordinate Descent with Optimal Sampling. 2035–2044. 10 indexed citations

17.

Zhang, Aston, et al.. (2015). Discovering de facto diagnosis specialties. 7–16. 2 indexed citations

18.

Zhang, Aston, Amit Goyal, Weize Kong, et al.. (2015). adaQAC. 143–152. 23 indexed citations

19.

Fu, Hao, Aston Zhang, & Xing Xie. (2015). Effective Social Graph Deanonymization Based on Graph Structure and Descriptive Information. ACM Transactions on Intelligent Systems and Technology. 6(4). 1–29. 29 indexed citations

20.

Fu, Hao, Aston Zhang, & Xing Xie. (2014). De-anonymizing social graphs via node similarity. 263–264. 5 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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