Papers
9
Total Citations
321
H-Index
7
About
Hadi Esmaeilzadeh is a leading computer architect whose research reimagines the computing stack from circuits to compilers, tackling the end of Moore’s Law with radical, cross-domain acceleration. His seminal work on general-purpose code acceleration using limited-precision analog computation (over 200 combined citations) pioneered a full-stack solution—spanning circuit design, architecture, and compiler techniques—to dramatically improve performance and energy efficiency when transistor scaling stalled. Esmaeilzadeh has also made transformative contributions to robotics and autonomous systems; his RoboX framework (35 citations) provides an end-to-end acceleration solution for computationally intensive motion planning and control, while his earlier memetic algorithm for robot path planning (30 citations) introduced a novel evolutionary representation for collision-free navigation. In the deep learning space, his GANAX architecture (21 citations) delivers a unified MIMD-SIMD acceleration for Generative Adversarial Networks, enabling their deployment in medicine, robotics, and content synthesis. His work on proving flow security in sequential logic (8 citations) further demonstrates his breadth, addressing hardware security through automatically-synthesized relational invariants. With a research portfolio that consistently pushes the boundaries of domain-specific acceleration, Esmaeilzadeh stands at the forefront of redefining how we build efficient, secure, and autonomous computing systems for the post-Moore era.
Research Focus
Key Achievements
Top Papers
- 1General-purpose code acceleration with limited-precision analog computation148 citations · 2014
- 2General-purpose code acceleration with limited-precision analog computation66 citations · 2014
- 3RoboX: An End-to-End Solution to Accelerate Autonomous Control in Robotics35 citations · 2018
- 4Memetic Algorithm Based Path Planning For A Mobile Robot25 citations · 2007
- 5GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks21 citations · 2018
- 6
- 7A Computational Stack for Cross-Domain Acceleration7 citations · 2021
- 8NnSP: embedded neural networks stream processor6 citations · 2005
- 9Memetic Algorithm Based Path Planning For A Mobile Robot5 citations · 2007