Zachary DeVito

29.0k total citations · 1 hit paper
19 papers, 6.4k citations indexed

About

Zachary DeVito is a scholar working on Hardware and Architecture, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Zachary DeVito has authored 19 papers receiving a total of 6.4k indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Hardware and Architecture, 9 papers in Artificial Intelligence and 6 papers in Computer Networks and Communications. Recurrent topics in Zachary DeVito's work include Parallel Computing and Optimization Techniques (12 papers), Distributed and Parallel Computing Systems (6 papers) and Logic, programming, and type systems (5 papers). Zachary DeVito is often cited by papers focused on Parallel Computing and Optimization Techniques (12 papers), Distributed and Parallel Computing Systems (6 papers) and Logic, programming, and type systems (5 papers). Zachary DeVito collaborates with scholars based in United States, Israel and France. Zachary DeVito's co-authors include Zeming Lin, Adam Lerer, Sam Gross, Edward Z. Yang, Luca Antiga, Adam Paszke, Soumith Chintala, Alban Desmaison, Pat Hanrahan and James Hegarty and has published in prestigious journals such as ACM Transactions on Graphics, ACM SIGPLAN Notices and ACM Transactions on Architecture and Code Optimization.

In The Last Decade

Zachary DeVito

18 papers receiving 6.1k 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.

Automatic differentiation in PyTorch

2017 5.7k citations Adam Paszke, Sam Gross et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Zachary DeVito United States	11	3.0k	2.5k	538	530	508	19	6.4k
Sergey Karayev United States	9	5.9k 2.0×	2.3k 0.9×	352 0.7×	300 0.6×	644 1.3×	13	8.1k
Soumith Chintala United States	12	5.2k 1.7×	3.9k 1.6×	522 1.0×	223 0.4×	692 1.4×	18	9.9k
Adam Paszke United States	4	3.0k 1.0×	2.5k 1.0×	275 0.5×	136 0.3×	429 0.8×	7	6.0k
Anand Rangarajan United States	36	4.6k 1.5×	1.4k 0.6×	971 1.8×	345 0.7×	527 1.0×	215	8.1k
Alban Desmaison United Kingdom	5	3.0k 1.0×	2.5k 1.0×	231 0.4×	100 0.2×	402 0.8×	9	5.9k
Bryan Catanzaro United States	24	3.0k 1.0×	1.3k 0.5×	1.4k 2.6×	1.6k 2.9×	574 1.1×	64	6.0k
Edward Z. Yang United States	6	2.9k 1.0×	2.5k 1.0×	234 0.4×	96 0.2×	398 0.8×	10	5.9k
Sam Gross Israel	5	3.4k 1.1×	3.8k 1.5×	235 0.4×	100 0.2×	411 0.8×	6	7.9k
Clément Farabet United States	12	2.7k 0.9×	1.5k 0.6×	172 0.3×	219 0.4×	888 1.7×	16	4.8k
Cho‐Jui Hsieh United States	40	3.6k 1.2×	6.3k 2.5×	632 1.2×	178 0.3×	414 0.8×	169	10.4k

Countries citing papers authored by Zachary DeVito

Since Specialization

Citations

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

Fields of papers citing papers by Zachary DeVito

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zachary DeVito

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

19 of 19 papers shown

1.

Hoffman, John P., et al.. (2025). Revisiting Reliability in Large-Scale Machine Learning Research Clusters. 1259–1274. 5 indexed citations

2.

Sun, Fei, Bilge Acun, Zachary DeVito, et al.. (2024). Generative AI Beyond LLMs: System Implications of Multi-Modal Generation. 257–267. 7 indexed citations

3.

Acun, Bilge, Newsha Ardalani, Zachary DeVito, et al.. (2024). MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems. 818–833. 2 indexed citations

4.

Vasilache, Nicolas, Oleksandr Zinenko, Priya Goyal, et al.. (2019). The Next 700 Accelerated Layers. ACM Transactions on Architecture and Code Optimization. 16(4). 1–26. 29 indexed citations

5.

DeVito, Zachary, Michael W. Mara, Michael Zollhöfer, et al.. (2017). Opt. ACM Transactions on Graphics. 36(5). 1–27. 32 indexed citations

6.

Paszke, Adam, Sam Gross, Soumith Chintala, et al.. (2017). Automatic differentiation in PyTorch. 5707 indexed citations breakdown →

7.

Bernstein, Gilbert, et al.. (2016). Ebb. ACM Transactions on Graphics. 35(2). 1–12. 30 indexed citations

8.

Hegarty, James, Ross Daly, Zachary DeVito, et al.. (2016). Rigel. ACM Transactions on Graphics. 35(4). 1–11. 44 indexed citations

9.

DeVito, Zachary & Pat Hanrahan. (2015). The Design of Terra: Harnessing the Best Features of High-Level and Low-Level Languages. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics). 79–89. 1 indexed citations

10.

DeVito, Zachary, Daniel Ritchie, M. Fisher, Alex Aiken, & Pat Hanrahan. (2014). First-class runtime generation of high-performance types using exotypes. 77–88. 9 indexed citations

11.

Talbot, Justin, Zachary DeVito, & Pat Hanrahan. (2014). Just-in-time Length Specialization of Dynamic Vector Code. 20–25. 2 indexed citations

12.

DeVito, Zachary, Daniel Ritchie, M. Fisher, Alex Aiken, & Pat Hanrahan. (2014). First-class runtime generation of high-performance types using exotypes. ACM SIGPLAN Notices. 49(6). 77–88. 1 indexed citations

13.

Hegarty, James, John Brunhaver, Zachary DeVito, et al.. (2014). Darkroom. ACM Transactions on Graphics. 33(4). 1–11. 121 indexed citations

14.

DeVito, Zachary, James Hegarty, Alex Aiken, Pat Hanrahan, & Jan Vítek. (2013). Terra. 105–116. 67 indexed citations

15.

DeVito, Zachary, James Hegarty, Alex Aiken, Pat Hanrahan, & Jan Vítek. (2013). Terra. ACM SIGPLAN Notices. 48(6). 105–116. 12 indexed citations

16.

Karlin, Ian, Abhinav Bhatelé, Bradford L. Chamberlain, et al.. (2013). Exploring Traditional and Emerging Parallel Programming Models Using a Proxy Application. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 919–932. 124 indexed citations

17.

Talbot, Justin, Zachary DeVito, & Pat Hanrahan. (2012). Riposte. 43–52. 29 indexed citations

18.

DeVito, Zachary & Pat Hanrahan. (2011). Designing the Language Liszt for Building Portable Mesh-based PDE Solvers. 3 indexed citations

19.

DeVito, Zachary, N. Joubert, Francisco Palacios, et al.. (2011). Liszt. 1–12. 144 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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