activity
20182023
most citedNeural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints

128 citations · 252 across the 28 of their papers we have counts for

collaborators

28 papers

quant-ph2023★ 2 cited

Quantum Memory: A Missing Piece in Quantum Computing Units

Chenxu Liu, Meng Wang, Samuel A. Stein +2

Memory is an indispensable component in classical computing systems. While the development of quantum computing is still in its early stages, current quantum processing units mainl…

cs.CV2023★ 2 cited

A Geometrical Approach to Evaluate the Adversarial Robustness of Deep Neural Networks

Yang Wang, Bo Dong, Ke Xu +4

Deep Neural Networks (DNNs) are widely used for computer vision tasks. However, it has been shown that deep models are vulnerable to adversarial attacks, i.e., their performances d…

quant-ph2023★ 1 cited

Multi-mode Cavity Centric Architectures for Quantum Simulation

Samuel Stein, Fei Hua, Chenxu Liu +6

Near-term quantum computing technologies grapple with huge complexity overheads, hindering their ability to induce algorithms, necessitating engineering and scientific innovations.…

quant-ph2023★ 1 cited

MECH: Multi-Entry Communication Highway for Superconducting Quantum Chiplets

Hezi Zhang, Keyi Yin, Anbang Wu +3

Chiplet architecture is an emerging architecture for quantum computing that could significantly increase qubit resources with its great scalability and modularity. However, as the…

quant-ph2022★ 6 cited

CollComm: Enabling Efficient Collective Quantum Communication Based on EPR buffering

Anbang Wu, Yufei Ding, Ang Li

The noisy and lengthy nature of quantum communication hinders the development of distributed quantum computing. The inefficient design of existing compilers for distributed quantum…

quant-ph2022★ 3 cited

AutoComm: A Framework for Enabling Efficient Communication in Distributed Quantum Programs

Anbang Wu, Hezi Zhang, Gushu Li +3

Distributed quantum computing (DQC) is a promising approach to extending the computational power of near-term quantum devices. However, the non-local quantum communication between…