Ankur Taly

5.1k total citations · 1 hit paper
20 papers, 810 citations indexed

About

Ankur Taly is a scholar working on Artificial Intelligence, Information Systems and Computational Theory and Mathematics. According to data from OpenAlex, Ankur Taly has authored 20 papers receiving a total of 810 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Artificial Intelligence, 5 papers in Information Systems and 4 papers in Computational Theory and Mathematics. Recurrent topics in Ankur Taly's work include Explainable Artificial Intelligence (XAI) (6 papers), Adversarial Robustness in Machine Learning (3 papers) and Embedded Systems Design Techniques (3 papers). Ankur Taly is often cited by papers focused on Explainable Artificial Intelligence (XAI) (6 papers), Adversarial Robustness in Machine Learning (3 papers) and Embedded Systems Design Techniques (3 papers). Ankur Taly collaborates with scholars based in United States, United Kingdom and Switzerland. Ankur Taly's co-authors include Sergio Maffeis, John C. Mitchell, Krishnaram Kenthapadi, Krishna Gade, Sahin Cem Geyik, Varun Mithal, Ashish Tiwari, Úlfar Erlingsson, Patrice Godefroid and Rory Sayres and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Ophthalmology and Investigative Ophthalmology & Visual Science.

In The Last Decade

Ankur Taly

20 papers receiving 768 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.

Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy

2018 250 citations Rory Sayres, Ankur Taly et al. Ophthalmology profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ankur Taly United States	14	430	192	178	161	107	20	810
Manasi Gyanchandani India	12	469 1.1×	137 0.7×	146 0.8×	52 0.3×	10 0.1×	44	747
Reza Pulungan Indonesia	12	134 0.3×	84 0.4×	74 0.4×	21 0.1×	68 0.6×	76	441
Aman Sharma India	14	247 0.6×	112 0.6×	53 0.3×	45 0.3×	98 0.9×	71	657
Loredana Caruccio Italy	13	287 0.7×	180 0.9×	26 0.1×	67 0.4×	16 0.1×	36	511
Abeer ElKorany Egypt	13	337 0.8×	102 0.5×	146 0.8×	22 0.1×	24 0.2×	50	622
Edmon Begoli United States	13	282 0.7×	107 0.6×	59 0.3×	38 0.2×	27 0.3×	38	654
Elham S. Khorasani United States	8	137 0.3×	64 0.3×	57 0.3×	18 0.1×	50 0.5×	21	367
Hwan-Seung Yong South Korea	11	217 0.5×	129 0.7×	84 0.5×	46 0.3×	6 0.1×	33	596
Muhammad Wasif Nisar Pakistan	13	350 0.8×	182 0.9×	89 0.5×	26 0.2×	5 0.0×	39	789

Countries citing papers authored by Ankur Taly

Since Specialization

Citations

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

Fields of papers citing papers by Ankur Taly

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ankur Taly

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

All Works

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20 of 20 papers shown

Kenthapadi, Krishnaram, Mehrnoosh Sameki, & Ankur Taly. (2024). Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey). arXiv (Cornell University). 6523–6533. 7 indexed citations

Watson, David, et al.. (2022). Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice. Minds and Machines. 32(1). 185–218. 14 indexed citations

Gade, Krishna, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, & Ankur Taly. (2020). Explainable AI in Industry: Practical Challenges and Lessons Learned. 303–304. 23 indexed citations

Gade, Krishna, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, & Ankur Taly. (2020). Explainable AI in industry. 699–699. 15 indexed citations

McCloskey, Kevin, Ankur Taly, Federico Monti, Michael P. Brenner, & Lucy J. Colwell. (2019). Using attribution to decode binding mechanism in neural network models for chemistry. Proceedings of the National Academy of Sciences. 116(24). 11624–11629. 60 indexed citations

Sundararajan, Mukund, et al.. (2019). Exploring Principled Visualizations for Deep Network Attributions.. 10 indexed citations

Taly, Ankur, et al.. (2019). The Explanation Game: Explaining Machine Learning Models with Cooperative Game Theory. 6 indexed citations

Gade, Krishna, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, & Ankur Taly. (2019). Explainable AI in Industry. 3203–3204. 81 indexed citations

Sayres, Rory, Ankur Taly, Ehsan Rahimy, et al.. (2018). Assisted reads for diabetic retinopathy using a deep learning algorithm and integrated gradient explanation. Investigative Ophthalmology & Visual Science. 59(9). 1227–1227. 2 indexed citations

10.

Sayres, Rory, Ankur Taly, Ehsan Rahimy, et al.. (2018). Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy. Ophthalmology. 126(4). 552–564. 250 indexed citations breakdown →

11.

Taly, Ankur, et al.. (2016). Private Service Discovery and Mutual Authentication for the Internet of Things. 1 indexed citations

12.

Birgisson, Arnar, et al.. (2014). Macaroons: Cookies with Contextual Caveats for Decentralized Authorization in the Cloud. Chalmers Research (Chalmers University of Technology). 57 indexed citations

13.

Godefroid, Patrice & Ankur Taly. (2012). Automated synthesis of symbolic instruction encodings from I/O samples. 441–452. 39 indexed citations

14.

Godefroid, Patrice & Ankur Taly. (2012). Automated synthesis of symbolic instruction encodings from I/O samples. ACM SIGPLAN Notices. 47(6). 441–452. 4 indexed citations

15.

Taly, Ankur, Úlfar Erlingsson, John C. Mitchell, Mark S. Miller, & Jasvir Nagra. (2011). Automated Analysis of Security-Critical JavaScript APIs. 363–378. 63 indexed citations

16.

Maffeis, Sergio, John C. Mitchell, & Ankur Taly. (2010). Object Capabilities and Isolation of Untrusted Web Applications. Spiral (Imperial College London). 125–140. 67 indexed citations

17.

Taly, Ankur & Ashish Tiwari. (2010). Switching logic synthesis for reachability. 19–28. 17 indexed citations

18.

Taly, Ankur, Sumit Gulwani, & Ashish Tiwari. (2010). Synthesizing switching logic using constraint solving. International Journal on Software Tools for Technology Transfer. 13(6). 519–535. 17 indexed citations

19.

Taly, Ankur & Ashish Tiwari. (2009). Deductive Verification of Continuous Dynamical Systems. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics). 4. 394. 18 indexed citations

20.

Maffeis, Sergio & Ankur Taly. (2009). Language-Based Isolation of Untrusted JavaScript. Spiral (Imperial College London). 77–91. 59 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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