Workshop on Signal Processing for Quantum Technologies
The year 2025, designated as the International Year of Quantum Science and Technology, underscores the growing importance of quantum technologies as transformative emerging fields. It is becoming increasingly clear that signal processing (SP), augmented by advances in artificial intelligence (AI), will play a pivotal role in enabling the practical realization and large-scale deployment of quantum sensing, communications, and computing. Conversely, the unique properties of quantum systems—such as superposition and entanglement—offer revolutionary advantages for signal processing itself, providing new frameworks for enhanced detection, faster computation, and secure information transfer. In quantum sensing, tailored SP techniques applied across the entire operational pipeline—from data acquisition to final inference—are essential for achieving reliable performance in industrial applications. AI-enhanced SP methods for denoising, forward- and inverse-modelling, data fusion, parameter estimation, source separation, and control are already being actively employed to advance this domain. A similar synergy between SP and AI in quantum computing and quantum communication are also becoming imperative for enhancing tasks like error mitigation, calibration, protocol improvements, and so on. As the quantum revolution accelerates, the integration of quantum and hybrid processing strategies, including quantum signal processing and machine learning, offers promising avenues alongside their classical counterparts. Europe’s strong commitment to quantum technologies, exemplified by the Quantum Flagship initiative, further emphasizes the need for deeper collaboration between the SP and quantum communities. The 1st Workshop on Signal Processing for Quantum Technologies (SPQT), organized as a half-day satellite event at EUSIPCO 2026, thus aims to provide a timely platform to connect these communities, foster interdisciplinary exchange, and accelerate progress.
The workshop will bring together researchers, practitioners, students, and domain experts to share methodologies, insights, and results demonstrating how SP—including data-driven approaches—can enhance quantum technology implementations and and, in turn, how quantum advancements can redefine the future of signal processing.
WORKSHOP ORGANIZERS
Advisory committee co-chairs:
• Prof. Ulrik L. Andersen, Director – Center for Macroscopic Quantum States (bigQ),Technical University of Denmark, Denmark, email: ulrik.andersen@fysik.dtu.dk
• Prof. Saikat Chatterjee, Professor – School of Electrical Engineering and Computer Science, KTH – Royal Institute of Technology, Sweden, email: sach@kth.se
• Prof. Alexander Huck, Associate Professor – Center for Macroscopic Quantum States (bigQ), Technical University of Denmark, Denmark, email: alexander.huck@fysik.dtu.dk
• Prof. Fedor Jelezko, Director – Institute of Quantum Optics, Ulm University, Germany, email: fedor.jelezko@uni-ulm.de
• Prof. Mario Krenn, Professor – Cluster of Excellence “Machine Learning”, University of Tübingen, email: mario.krenn@uni-tuebingen.de
• Prof. Cosmo Lupo, Associate Professor – Department of Physics, Polytechnic University of Bari, Italy, email: cosmo.lupo@poliba.it
• Prof. Christoph Marquardt, Professor – Chair of Optical Quantum Technologies, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany & Group Leader of Quantum Information Processing, Max Planck Institute for the Science of Light, Erlangen, Germany, email: christoph.marquardt@fau.de
• Prof. Martin B. Plenio, Director – Institute for Theoretical Physics, Ulm University, Germany, email: martin.plenio@uni-ulm.de
Organizing committee co-chairs:
• Dr. M Girish Chandra, Chief Scientist, TCS Research, Tata Consultancy Services, Bangalore, India; email: m.gchandra@tcs.com
• Dr. Sourav Chatterjee, Scientist, TCS Research, Tata Consultancy Services, Kolkata, India; email: sourav.chat@tcs.com
• Dr. Neel Kanth Kundu, Assistant Professor – Centre for Applied Research in Electronics (CARE), Indian Institute of Technology (IIT) Delhi, Delhi, India; email: neelkanth@iitd.ac.in
• Dr. Rajiv Krishnakumar, Quantum Algorithms Researcher, QuantumBasel, Switzerland, email: rajiv.krishnakumar@quantumbasel.com & Staff Researcher, Center for Quantum Computing and Quantum Coherence (QC2), University of Basel, email: rajiv.krishnakumar@unibas.ch
Technical program committee co-chairs:
• Dr. Anil Kumar, Nanyang Technological University (NTU), Singapore; email: achanna.anilkumar@ntu.edu.sg
• Kriti Kumar, TCS Research, India; email: kriti.kumar@tcs.com
• Dr. Subhadeep Mondal, Indian Institute of Technology (IIT) Kharagpur, Kharagpur, India; email: subhadeep701@kgpian.iitkgp.ac.in
• Prof. Monika Aggarwal, Indian Institute of Technology (IIT) Delhi, Delhi, India; email: maggarwal@care.iitd.ernet.in
FORMAT
Defining features
• Thematic Focus: Creating a much-needed community of experts in AI and signal processing (SP) for quantum technologies, as well as quantum-enhanced methods for SP.
• Keynote Addresses: Talks by eminent physicists, technologists, and thought leaders.
• Technical Sessions: Peer-reviewed contributions spanning AI and SP for developing quantum technologies, and vice versa. The review process is expected to provide crisp but high-technical reviews aimed at improving the submission quality.
Motivation
SPQT 2026 aspires to be recognized as the first workshop providing a timely and focused platform to bridge two vital communities—signal processing and quantum technologies—with the goal of catalysing the outcomes envisioned by the second quantum revolution.
• A convergence point for interdisciplinary dialogue across physics, chemistry, signal processing, and artificial intelligence.
• A dedicated forum to connect experts from the signal processing and quantum technology communities to explore their mutual advancements..
• A catalyst for fostering synergies between quantum-enhanced signal processing and accelerating the translation of quantum research into scalable and impactful technologies.
Important Dates
Workshop paper submission deadline: May 31st, 2025; 23:59 CET
Notification of acceptance: June 20th, 2026; 23:59 CET
Camera-ready submission: July 1st, 2026; 23:59 CET
Wokrshop date: September 4, 2026
Submission guidelines
• Submitted manuscripts must be written in English and should contain no greater than four (4) printed pages in length including figures, tables, references, & appendix. However, a minimum number of three (3) printed pages are required.
• Submissions must be original work that has not been previously published or under review at another conference or journal. Submissions are expected to articulate a non-technical, clear and insightful description of the main idea and results, their impact, and their importance.
• In general, all submissions must adhere to the same formatting guidelines as that for the EUSIPCO 2026 stated in https://eusipco2026.org/submissions/#papersubmission.
• Papers exceeding 4 pages will neither be accepted, nor will they be reviewed.
• During the initial paper submission process, the authors are required to make sure the PDF file and paper registration have the same list of authors, the same paper title, and the same abstract (max. 200 words). Once accepted, the author list cannot be changed for the manuscript.
• For preparing your manuscript, please use the standard LaTeX (recommended) IEEE conference template available at https://www.ieee.org/conferences/publishing/templates.html
• Papers must be submitted ONLY as Adobe’s portable document format (PDF) files for the (single-blind) review process. They must not have Adobe Document Protection and Document Security should not be enabled. For them the paper size must be either ‘US Letter’ or ‘A4’. They should be in first-page-first order, besides embedding ALL FONTS.
Submission Link: https://openreview.net/group?id=EUSIPCO/2026/Workshop/SPQT
All papers accepted for SPQT 2026 will be included in the workshop proceedings and published in the EURASIP Open Library (https://eurasip.org/open-library). For this purpose, the authors would be needing to transfer copyright of their papers upon presentation at the workshop. Early-stage researchers are particularly encouraged to submit.
All workshop attendees must be registered either with the fee for EUSIPCO-2026 main conference + extra fee for attending the satellite workshopsor with the Workshop-only fee. Registration link: https://eusipco2025.org/registration/
Topics of interest include (but not limited to):
SP and AI:
• for quantum communications and quantum key distribution
• for quantum hypothesis testing and quantum state discrimination
• for quantum-enhanced classical communication including coherent modulation techniques, optimized receiver designs, and error-rate analyses
• enabling convex optimization for quantum information processing
• for Noisy Intermediate-Scale Quantum (NISQ) Devices
• for quantum radar and imaging
• enhanced error mitigation techniques for NISQ devices
• for enabling quantum sensing technologies
Quantum Technologies for SP:
• Quantum-enhanced estimation theory
• Quantum algorithms for accelerated optimization and spectral analysis
• Quantum signal processing for high-dimensional and non-stationary data
• Quantum-inspired classical algorithms for signal reconstruction and denoising
• Quantum hardware-accelerated processing for real-time signal inference
Workshop format
• Duration: Half-day event – 4 hours (approximately)
• Invited talks / Keynote addresses: 120 minutes
• Contributed oral talks: 60 minutes
• Poster presentation: 60 minutes + Lunch/Coffee break
Confirmed Speakers
The following experts have confirmed their participation. This list will be updated as further invitations are finalized:
• Prof. Martin B. Plenio, Director – Institute for Theoretical Physics, Ulm University, Germany;
Bio: https://www.qubic.au/person/martin-b-plenio/
Contact Information
For inquiries regarding submissions or participation, please send an email at spqt2026@gmail.com
Scope for attendees
This workshop is aimed at:
• PhD students and postdoctoral researchers employing AI or signal processing (SP) methods in their quantum technology research
• Researchers working at the intersection of AI/SP and quantum technologies – including quantum sensing and metrology, quantum communication and security, quantum computing, and quantum materials
• Industry experts and technology leaders interested in understanding the role of AI and SP in translating quantum technology research into real world applications
• Anyone curious about the impact of AI and SP on quantum technology research and development
If you are employing—or interested in employing—AI and SP techniques in quantum technologies, feel free to present your results, your questions, and your curiosity in this workshop. A key element of the workshop is the poster session, which is explicitly conceived as an interactive discussion forum towards identifying synergies.