The First Workshop on Quantum Computing



Call for Papers

Seattle, WA, Dec. 8, 2022
Hotel Name: Hilton Bellevue
Hotel Address: 300 112th Ave SE, Bellevue, WA 98004
TEL: +1 (425) 455-1300

The ACM/IEEE International Workshop on Quantum Computing is a forum that brings together researchers and practitioners interested in quantum, hybrid quantum-classical and quantum inspired computing. Sponsored by ACM and IEEE, the workshop seeks to act as a conduit for the presentation of recent research results in all areas of quantum computing. Papers reporting on initial results or work in progress as well as papers discussing mature research projects or case studies of deployed systems are sought out. Submissions describing big ideas that may have significant impact and could lead to interesting discussions at the workshop are encouraged.

Topics of interest include but are not limited to: quantum algorithms, applications of quantum computing, quantum machine learning, quantum optimization, quantum blockchain, quantum software development, gate-based quantum devices, quantum annealers, digital annealers, quantum network, quantum security, quantum Internet. The keyword “quantum” refers to pure quantum, hybrid quantum-classical and quantum inspired approaches and technologies.

Authors should follow the IEEE guidelines when preparing their contributions (maximum paper length: 6 pages with 10-pt font: https://www.ieee.org/conferences/publishing/templates.html).

Workshop website: https://iwqc22.github.io
Submission site: https://easychair.org/conferences/?conf=acmieeequantum22

Workshop registration: http://acm-ieee-sec.org/2022/attend.php

At least one of the authors of each paper accepted for presentation in Quantum 2022 must register for the workshop. All papers presented at the workshop will be included in the IEEE Digital Library.



Important Dates

Deadline for Submission: September 23, 2022, (AOE) (Deadline Extended)

Notifications of Acceptance: October 5, 2022 (AOE)

Camera-ready Paper Submission: October 14, 2022 (AOE, firm)

Workshop Date: December 8, 2022



Workshop Organizers:


Workshop co-chairs

Qun Li, William and Mary, USA

Xiaoyuan Liu, Fujitsu Research of America, USA

Ilya Safro, University of Delaware, USA


TPC Members:

Yuri Alexeev, Argonne National Lab
Nai-Hui Chia, Rice University
Lukasz Cincio, Los Alamos National Laboratory
Thang N. Dinh, Virginia Commonwealth University
Yu Du, University of Colorado Denver
Alexey Galda, Menten AI
Dylan Herman, JPMorgan Chase
Rebekah Herrman, University of Tennessee Knoxville
Ang Li, Pacific Northwest National Laboratory
Qun Li, William & Mary
Xiaoyuan Liu, Fujitsu Research USA
Phillip Lotshaw, Oak Ridge National Laboratory
Ying Mao, Fordham University
Catherine McGeoch, DWave
Ilya Safro, University of Delaware
Zain Saleem, Argonne National Lab
Yiyu Shi, University of Notre Dame
Yuan Su, Microsoft Quantum
Tamás Terlaky, Lehigh University
Davide Venturelli, NASA

Program


Tentative Program:


Session 1 (8:00-9:20) Machine Learning


Quantum Text Encoding for Classification Tasks

Aaranya Alexander (IonQ, Inc.)
Dominic Widdows (IonQ, Inc.)

Machine Learning based Discrimination for Excited State Promoted Readout

Utkarsh Azad (IIIT Hyderabad)
Helena Zhang (IBM Quantum)

QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation

Samuel Stein (Pacific Northwest National Laboratory)
Ying Mao (Fordham University)
James Ang (Pacific Northwest National Laboratory)
Ang Li (Pacific Northwest National Laboratory)

Quantum-enhanced Regression Analysis Using State-of-the-art QLSAs and QIPMs

Mohammadhossein Mohammadisiahroudi (Lehigh University)
Zeguan Wu (Lehigh University)
Brandon Augustino (Lehigh University)
Arielle Carr (Lehigh University)
Tamás Terlaky (Lehigh University)

Coffee Break (9:20-10:00)


Session 2 (10:00-11:20) Algorithms


Scaling Vehicle Routing Problem Solvers with QUBO-based Specialized Hardware

Hanjing Xu (Purdue University, United States)
Hayato Ushijima-Mwesigwa (Fujitsu Research of America, United States)
Indradeep Ghosh (Fujitsu Research of America, United States)

Quantum Persistent Homology for Time series

Βernardo Ameneyro (University of Tennessee)
George Siopsis (University of Tennessee)
Vasileios Maroulas (University of Tennessee)

Milestones on the Quantum Utility Highway

Catherine McGeoch (D-Wave)
Pau Farre (D-Wave)

Quantum Computing Methods for Supply Chain Management

Hansheng Jiang (University of California, Berkeley)
Zuo-Jun Max Shen (University of California, Berkeley/University of Hong Kong)
Junyu Liu (University of Chicago/qBraid Co.)

Lunch (11:20-1:30)


Session 3 (1:30-2:30) Compiler/Routing/Angles


QuYBE - An Algebraic Compiler for Quantum Circuit Compression

Sahil Gulania (Argonne National Laboratory)
Zichang He (University of California, Santa Barbara)
Bo Peng (Pacific Northwest National Laboratory)
Niranjan Govind (Pacific Northwest National Laboratory)
Yuri Alexeev (Argonne National Laboratory)

Congestion-free Multiflow Quantum Tree Network with Logarithmic Overhead

Hyeongrak Choi (Massachusetts Institute of Technology)
Marc Davis (Massachusetts Institute of Technology)
Dirk Englund (Massachusetts Institute of Technology)

Multi-Angle QAOA Does Not Always Need All Its Angles

Kaiyan Shi (University of Maryland)
Rebekah Herrman (University of Tennessee at Knoxville)
Ruslan Shaydulin (JPMorgan Chase)
Shouvanik Chakrabarti (JPMorgan Chase)
Marco Pistoia (JPMorgan Chase)
Jeffrey Larson (Argonne National Laboratory)

Coffee Break (2:30-3:00)


Session 4 (3:00-4:30) Learning Again


Classification With Unimodular Matrices In Hybrid Models

Dominic Pasquali (UC Santa Cruz CERN)

Quantum Angle Generator for Image Generation

Florian Rehm (CERN / RWTH Aachen University)
Sofia Vallecorsa (CERN)
Michele Grossi (CERN)
Kerstin Borras (DESY / RWTH Aachen University)
Dirk Krücker (DESY)
Simon Schnake (DESY / RWTH Aachen University)
Alexis-Harilaos Verney-Provatas (DESY / RWTH Aachen University)

Quantum Data Reduction with Application to Video Classification

Kostas Blekos (University of Patras)
Dimitrios Kosmopoulos (University of Patras)

Efficient circuit implementation for coined quantum walks on binary trees and application to reinforcement learning

Thomas Mullor (IRT Saint Exupery, Toulousev)
David Vigouroux (IRT Saint Exupery, Toulouse)
Louis Bethune Université Paul Sabatier, (IRIT, Toulouse)

On Classifying Images using Quantum Image Representation

Ankit Khandelwal (Tata Consultancy Services)
M Girish Chandra (Tata Consultancy Services)
Sayantan Pramanik (Tata Consultancy Services)

A Quantum-Classical Hybrid Method for Image Classification and Segmentation

Sayantan Pramanik (Tata Consultancy Services)
M Girish Chandra (Tata Consultancy Services)
Sridhar C V (Tata Consultancy Services)
Aniket Kulkarni (Tata Consultancy Services)
Prabin Sahoo (Tata Consultancy Services)
Vishwa Chethan D V (Tata Consultancy Services)
Hrishikesh Sharma (Tata Consultancy Services)
Vidyut Navelkar (Tata Consultancy Services)
Sudhakara Pookary (Tata Consultancy Services)
Pranav Shah (Tata Consultancy Services)
Manoj Nambiar (Tata Consultancy Services)

Session 5 (4:30-5:30) Encoding/Decoding


A quantum algorithm for syndrome decoding of classical error-correcting linear block codes

Mainak Bhattacharyya (National Institute of Technology Jamshedpur, India)
Ankur Raina (Indian Institute of Science Education and Research Bhopal, India)

On Quantum-Enhanced LDPC Decoding for Rayleigh Fading Channels

Utso Majumder (Jadavpur University)
Aditya Das Sarma (Jadavpur University)
Vishnu Vaidya (UC San Diego)
M Girish (Chandra TCS Research)

Hybrid Quantum-Classical Autoencoders for End-to-End Radio Communication

Zsolt Tabi (Eötvös Loránd University, Budapest, Hungary)
Bence Bakó (Eötvös Loránd University, Budapest, Hungary and Wigner Research Centre for Physics, Budapest, Hungary)
Dániel Nagy (Eötvös Loránd University, Budapest, Hungary and Ericsson Research, Budapest, Hungary)
Péter Vaderna (Ericsson Research, Budapest, Hungary)
Zsófia Kallus (Ericsson Research, Budapest, Hungary)
Péter Hága (Ericsson Research, Budapest, Hungary)
Zoltán Zimborás (Eötvös Loránd University, Budapest, Hungary and Wigner Research Centre for Physics, Budapest, Hungary)