Abhishek Tyagi

Ph.D. Student

Website

Education

B.E. | Delhi College of Engineering | 2017


Abhishek’s Group Publications

Dynamic Sparse Training of Diagonally Sparse Networks
Abhishek Tyagi, Arjun Iyer, William H Renninger, Christopher Kanan, Yuhao Zhu
Code  

ICML 2025

Diagonal Structured Sparsity for Efficient Optical and GPU-Based Neural Networks
Abhishek Tyagi, Arjun Iyer, Christopher Kanan, William H Renninger, Yuhao Zhu

CLEO 2025

Offset-Diagonal Computing for Large-scale, Compact, Efficient, and Sparsity-enabled Optical Processors
Arjun Iyer, Abhishek Tyagi, Liam Young, Yuhao Zhu, William H Renninger

CLEO 2025

Wavelength-Multiplexed Diagonal-Based Photonic Edge-Computing Architecture
Arjun Iyer, Abhishek Tyagi, Yuhao Zhu, William H Renninger

CLEO 2025

Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator
Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhou, Paul Whatmough, Yuhao Zhu

ISPASS 2024

Imperceptible Color Modulation for Power Saving in VR/AR
Kenneth Chen, Budmonde Duinkharjav, Nisarg Ujjainkar, Ethan Shahan, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun

SIGGRAPH Emerging Tech. 2023

Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators
Abhishek Tyagi, Yiming Gan, Shaoshan Liu, Bo Yu, Paul Whatmough, Yuhao Zhu

HPCA 2023

Color-Perception-Guided Display Power Reduction for Virtual Reality
Budmonde Duinkharjav, Kenneth Chen, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun
Code  

SIGGRAPH Asia (TOG) 2022

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