Search Results for author: Yunong Shi

Found 4 papers, 3 papers with code

Élivágar: Efficient Quantum Circuit Search for Classification

1 code implementation17 Jan 2024 Sashwat Anagolum, Narges Alavisamani, Poulami Das, Moinuddin Qureshi, Eric Kessler, Yunong Shi

Although recent Quantum Circuit Search (QCS) methods attempt to search for performant QML circuits that are also robust to hardware noise, they directly adopt designs from classical Neural Architecture Search (NAS) that are misaligned with the unique constraints of quantum hardware, resulting in high search overheads and severe performance bottlenecks.

Classification Neural Architecture Search +1

Optimized Quantum Compilation for Near-Term Algorithms with OpenPulse

2 code implementations23 Apr 2020 Pranav Gokhale, Ali Javadi-Abhari, Nathan Earnest, Yunong Shi, Frederic T. Chong

Quantum computers are traditionally operated by programmers at the granularity of a gate-based instruction set.

Quantum Physics Systems and Control Systems and Control

Term Grouping and Travelling Salesperson for Digital Quantum Simulation

no code implementations16 Jan 2020 Kaiwen Gui, Teague Tomesh, Pranav Gokhale, Yunong Shi, Frederic T. Chong, Margaret Martonosi, Martin Suchara

Digital simulation of quantum dynamics by evaluating the time evolution of a Hamiltonian is the initially proposed application of quantum computing.

Quantum Physics

Optimized Compilation of Aggregated Instructions for Realistic Quantum Computers

1 code implementation4 Feb 2019 Yunong Shi, Nelson Leung, Pranav Gokhale, Zane Rossi, David I. Schuster, Henry Hoffman, Fred T. Chong

To address this inefficiency, we propose a universal quantum compilation methodology that aggregates multiple logical operations into larger units that manipulate up to 10 qubits at a time.

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