Ian Drosos

572 total citations · 1 hit paper
11 papers, 254 citations indexed

About

Ian Drosos is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems and Management. According to data from OpenAlex, Ian Drosos has authored 11 papers receiving a total of 254 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 4 papers in Computer Vision and Pattern Recognition and 4 papers in Information Systems and Management. Recurrent topics in Ian Drosos's work include Data Visualization and Analytics (4 papers), Scientific Computing and Data Management (4 papers) and Software Engineering Research (3 papers). Ian Drosos is often cited by papers focused on Data Visualization and Analytics (4 papers), Scientific Computing and Data Management (4 papers) and Software Engineering Research (3 papers). Ian Drosos collaborates with scholars based in United States, United Kingdom and France. Ian Drosos's co-authors include Philip J. Guo, Robert DeLine, Titus Barik, Sumit Gulwani, Advait Sarkar, James D. Hollan, Chris Parnin, Aurélien Tabard, Adam Rule and Lev Tankelevitch and has published in prestigious journals such as Proceedings of the ACM on Human-Computer Interaction, Proceedings of the AAAI Conference on Artificial Intelligence and Designing Interactive Systems Conference.

In The Last Decade

Ian Drosos

11 papers receiving 246 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.

The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers

2025 64 citations Hao-Ping Lee, Advait Sarkar et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ian Drosos United States	7	84	67	67	58	48	11	254
April Yi Wang United States	9	108 1.3×	85 1.3×	98 1.5×	84 1.4×	22 0.5×	21	280
Sruti Srinivasa Ragavan United States	7	86 1.0×	43 0.6×	55 0.8×	17 0.3×	37 0.8×	13	191
Austin Z. Henley United States	10	178 2.1×	89 1.3×	129 1.9×	45 0.8×	52 1.1×	28	392
Claus Atzenbeck Denmark	9	65 0.8×	50 0.7×	94 1.4×	71 1.2×	7 0.1×	62	273
Stephen Macke United States	6	94 1.1×	33 0.5×	104 1.6×	33 0.6×	33 0.7×	8	237
Viraj Kumar India	8	116 1.4×	16 0.2×	141 2.1×	20 0.3×	60 1.3×	45	397
Paige Rodeghero United States	12	317 3.8×	32 0.5×	150 2.2×	22 0.4×	76 1.6×	34	456
Daye Nam United States	7	92 1.1×	15 0.2×	105 1.6×	8 0.1×	44 0.9×	14	255
Mike Brayshaw United Kingdom	11	104 1.2×	15 0.2×	145 2.2×	35 0.6×	47 1.0×	26	338
Dragutin Kermek Croatia	8	119 1.4×	20 0.3×	45 0.7×	8 0.1×	29 0.6×	25	261

Countries citing papers authored by Ian Drosos

Since Specialization

Citations

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

Fields of papers citing papers by Ian Drosos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ian Drosos

This figure shows the co-authorship network connecting the top 25 collaborators of Ian Drosos. A scholar is included among the top collaborators of Ian Drosos 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 Ian Drosos. Ian Drosos 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:

11 of 11 papers shown

1.

Drosos, Ian, et al.. (2025). Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions. Proceedings of the AAAI Conference on Artificial Intelligence. 39(18). 19589–19597. 6 indexed citations

2.

Drosos, Ian, et al.. (2025). Dynamic Prompt Middleware: Contextual Prompt Refinement Controls for Comprehension Tasks. 1–23. 1 indexed citations

3.

Lee, Hao-Ping, Advait Sarkar, Lev Tankelevitch, et al.. (2025). The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers. 1–22. 64 indexed citations breakdown →

4.

Williams, Jack M., Ian Drosos, Andrew D. Gordon, et al.. (2023). COLDECO: An End User Spreadsheet Inspection Tool for AI-Generated Code. 82–91. 9 indexed citations

5.

Drosos, Ian & Philip J. Guo. (2022). The Design Space of Livestreaming Equipment Setups: Tradeoffs, Challenges, and Opportunities. Designing Interactive Systems Conference. 835–848. 5 indexed citations

6.

Drosos, Ian & Philip J. Guo. (2021). Streamers Teaching Programming, Art, and Gaming: Cognitive Apprenticeship, Serendipitous Teachable Moments, and Tacit Expert Knowledge. 1–6. 3 indexed citations

7.

Drosos, Ian, Titus Barik, Philip J. Guo, Robert DeLine, & Sumit Gulwani. (2020). Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists. 1–12. 72 indexed citations

8.

Lau, Sam, et al.. (2020). The Design Space of Computational Notebooks: An Analysis of 60 Systems in Academia and Industry. 1–11. 21 indexed citations

9.

Just, René, Chris Parnin, Ian Drosos, & Michael D. Ernst. (2018). Comparing developer-provided to user-provided tests for fault localization and automated program repair. 287–297. 19 indexed citations

10.

Rule, Adam, Ian Drosos, Aurélien Tabard, & James D. Hollan. (2018). Aiding Collaborative Reuse of Computational Notebooks with Annotated Cell Folding. Proceedings of the ACM on Human-Computer Interaction. 2(CSCW). 1–12. 40 indexed citations

11.

Drosos, Ian, Philip J. Guo, & Chris Parnin. (2017). HappyFace: Identifying and predicting frustrating obstacles for learning programming at scale. 171–179. 14 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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