Nathan Zhang

According to our database, Nathan Zhang authored at least 19 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Excess iron in deep gray matter is associated with cognitive and functional decline: The mediating role of white matter myelin.

Jonghyun Bae, Angelique De Rouen, Zhaoyuan Gong, Nathan Zhang, Noam Y. Fox, Murat Bilgel, Christopher Bergeron, Luigi Ferrucci, Mustapha Bouhrara

NeuroImage, 2026

Utilizing virtual reality to improve ICU visual displays.

Nathan Zhang, Joy Zou, Sungmin Kwon, Shayaan Essani, Hari Patel, Anqy Tong, Joshua Shive, Joseph J. Schlesinger

Int. J. Medical Informatics, 2026

Streaming Tensor Programs: A Streaming Abstraction for Dynamic Parallelism.

Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow.

Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

Cyclotron: Compilation of Recurrences to Distributed and Systolic Architectures.

Shiv Sundram, Akhilesh Balasingam, Nathan Zhang, Kunle Olukotun, Fredrik Kjolstad

CoRR, November, 2025

Streaming Tensor Program: A streaming abstraction for dynamic parallelism.

Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun

CoRR, November, 2025

AgentOrca: A Dual-System Framework to Evaluate Language Agents on Operational Routine and Constraint Adherence.

Zekun Li, Shinda Huang, Jiangtian Wang, Nathan Zhang, Antonis Antoniades, Wenyue Hua, Kaijie Zhu, Sirui Zeng, William Yang Wang, Xifeng Yan

CoRR, March, 2025

A Probabilistic Perspective on Tiling Sparse Tensor Algebra.

Ritvik Sharma, Zi Yu Xue, Nathan Zhang, Rubens Lacouture, Fredrik Kjolstad, Sara Achour, Mark Horowitz

Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

2024

DFModel: Design Space Optimization of Large-Scale Systems Exploiting Dataflow Mappings.

Sho Ko, Nathan Zhang, Olivia Hsu, Ardavan Pedram, Kunle Olukotun

CoRR, 2024

Implementing and Optimizing the Scaled Dot-Product Attention on Streaming Dataflow.

Gina Sohn, Nathan Zhang, Kunle Olukotun

CoRR, 2024

Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents.

Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 3rd Workshop on Practical Adoption Challenges of ML for Systems, 2024

The Dataflow Abstract Machine Simulator Framework.

Nathan Zhang, Rubens Lacouture, Gina Sohn, Paul Mure, Qizheng Zhang, Fredrik Kjolstad, Kunle Olukotun

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023

On the Steganographic Capacity of Selected Learning Models.

Rishit Agrawal, Kelvin Jou, Tanush Obili, Daksh Parikh, Samarth Prajapati, Yash Seth, Charan Sridhar, Nathan Zhang, Mark Stamp

CoRR, 2023

2021

Fast Linear Interpolation.

Nathan Zhang, Kevin Robert Canini, Sean Silva, Maya R. Gupta

ACM J. Emerg. Technol. Comput. Syst., 2021

SARA: Scaling a Reconfigurable Dataflow Accelerator.

Yaqi Zhang, Nathan Zhang, Tian Zhao, Matt Vilim, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

High performance lattice regression on FPGAs via a high level hardware description language.

Nathan Zhang, Matthew Feldman, Kunle Olukotun

Proceedings of the International Conference on Field-Programmable Technology, 2021

2020

Undergraduate-Led Survey Class to Improve CS Education for New Students.

Nathan Zhang, Jacky Liang, Amanda Tomlinson, Frank Boensch, Anant Sahai

Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

2019

Polystore++: Accelerated Polystore System for Heterogeneous Workloads.

Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2017

Snowflake: A Lightweight Portable Stencil DSL.

Nathan Zhang, Michael B. Driscoll, Charles Markley, Samuel Williams, Protonu Basu, Armando Fox

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017