Steven Walton

866 total citations · 1 hit paper
5 papers, 296 citations indexed

About

Steven Walton is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Theory and Mathematics. According to data from OpenAlex, Steven Walton has authored 5 papers receiving a total of 296 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Computer Vision and Pattern Recognition, 2 papers in Artificial Intelligence and 1 paper in Computational Theory and Mathematics. Recurrent topics in Steven Walton's work include Advanced Neural Network Applications (3 papers), Domain Adaptation and Few-Shot Learning (2 papers) and Advanced Image and Video Retrieval Techniques (1 paper). Steven Walton is often cited by papers focused on Advanced Neural Network Applications (3 papers), Domain Adaptation and Few-Shot Learning (2 papers) and Advanced Image and Video Retrieval Techniques (1 paper). Steven Walton collaborates with scholars based in United States and Israel. Steven Walton's co-authors include Humphrey Shi, Jiachen Li, Ali Hassani, Shen Li, Jitesh Jain, Zilong Huang, Anu Singh, Nikita Orlov, Ali Hassani and Alexander Ihler and has published in prestigious journals such as Proceedings of the AAAI Conference on Artificial Intelligence.

In The Last Decade

Steven Walton

5 papers receiving 292 citations

Hit Papers

align trajectories

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.

Neighborhood Attention Transformer

2023 227 citations Ali Hassani, Steven Walton et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Steven Walton United States	3	201	79	72	29	23	5	296
Shengcao Cao United States	3	244 1.2×	108 1.4×	54 0.8×	40 1.4×	25 1.1×	5	319
Heqian Qiu China	12	295 1.5×	135 1.7×	68 0.9×	50 1.7×	24 1.0×	46	389
Haoran Wang China	9	187 0.9×	80 1.0×	48 0.7×	35 1.2×	12 0.5×	25	293
Yun Wu China	9	126 0.6×	77 1.0×	35 0.5×	30 1.0×	28 1.2×	53	262
Tanish Zaveri India	9	191 1.0×	63 0.8×	170 2.4×	29 1.0×	22 1.0×	52	395
Mustansar Fiaz United Arab Emirates	9	178 0.9×	55 0.7×	93 1.3×	47 1.6×	16 0.7×	21	317
Zhengwu Yuan China	9	109 0.5×	87 1.1×	102 1.4×	23 0.8×	30 1.3×	30	283
Md Amirul Islam Canada	7	214 1.1×	75 0.9×	55 0.8×	18 0.6×	10 0.4×	15	289
Shumin Han China	7	190 0.9×	122 1.5×	38 0.5×	19 0.7×	12 0.5×	20	288
Mahmoud Emam Egypt	13	234 1.2×	46 0.6×	134 1.9×	17 0.6×	9 0.4×	34	374

Countries citing papers authored by Steven Walton

Since Specialization

Citations

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

Fields of papers citing papers by Steven Walton

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Steven Walton

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

All Works

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5 of 5 papers shown

1.

Walton, Steven, et al.. (2025). Efficient Image Generation with Variadic Attention Heads. 3230–3241. 1 indexed citations

2.

Walton, Steven, et al.. (2023). Design Amortization for Bayesian Optimal Experimental Design. Proceedings of the AAAI Conference on Artificial Intelligence. 37(7). 8220–8227. 2 indexed citations

3.

Li, Jiachen, Ali Hassani, Steven Walton, & Humphrey Shi. (2023). ConvMLP: Hierarchical Convolutional MLPs for Vision. 6307–6316. 24 indexed citations

4.

Hassani, Ali, Steven Walton, Jiachen Li, Shen Li, & Humphrey Shi. (2023). Neighborhood Attention Transformer. 6185–6194. 227 indexed citations breakdown →

5.

Jain, Jitesh, Anu Singh, Nikita Orlov, et al.. (2023). SeMask: Semantically Masked Transformers for Semantic Segmentation. 752–761. 42 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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