Accepted Papers
Accepted Papers
| Authors | Title | Category |
|---|---|---|
| Stephen Jordan, Noah Shutty, Mary Wootters, Adam Zalcman, Alexander Schmidhuber, Robbie King, Sergei Isakov, Tanuj Khattar and Ryan Babbush | Decoded Quantum Interferometry | Highlight Talk |
| Casper Gyurik, Alexander Schmidhuber, Robbie King, Vedran Dunjko and Ryu Hayakawa | Quantum computing and persistence in TDA | Highlight Talk |
| Arjan Cornelissen, Joao F. Doriguello, Alessandro Luongo and Ewin Tang | Do you know what q-means? | Highlight Talk |
| Andris Ambainis, Joao F. Doriguello and Debbie Huey Chih Lim | A Bit of Freedom Goes a Long Way: Quantum and Classical Algorithms for Online Learning of MDPs under a Generative Model | Highlight Talk |
| Sacha Lerch, Ricard Puig, Manuel Rudolph, Armando Angrisani, Tyson Jones, Supanut Thanasilp, Marco Cerezo and Zoe Holmes | Efficient quantum-enhanced classical simulation for patches of quantum landscapes | Accepted Talk |
| Alice Barthe, Jens Eisert, Bryce Fuller, Elies Gil-Fuster, Michele Grossi, Zoë Holmes, Sofiène Jerbi, Johannes Jakob Meyer, Erik Recio-Armengol, Mehrad Sahebi, Seongwook Shin, Yudai Suzuki and Ryan Sweke | Kernel-based Dequantization of Quantum Machine Learning | Accepted Talk |
| Xiufan Li, Soumik Adhikary and Patrick Rebentrosth | StoCQS: stochastic strategy for Ansatz tree construction in Krylov-based linear solvery | Accepted Talk |
| Alexander Schmidhuber, Ryan O'Donnell, Robin Kothari and Ryan Babbush | Quartic quantum speedups for planted inference | Accepted Talk |
| Eric Anschuetz | A Unified Theory of Quantum Neural Network Loss Landscapes | Accepted Talk |
| Caesnan Leditto, Angus Southwell, Behnam Tonekaboni, Muhammad Usman and Kavan Modi | Quantum HodgeRank: Topology-Based Rank Aggregation on Quantum Computers | Accepted Talk |
| Yixian Qiu, Lirandë Pira and Patrick Rebentrosti | Learning Quantum States with Tunable Loss Functions | Accepted Talk |
| Manuel Rudolph, Armando Angrisani, Tyson Jones, Yanting Teng, Alexander Schmidhuber, Antonio Anna Mele, Marco Cerezo, Hsin-Yuang Huang and Zoe Holmes | Pauli Propagation: A computational framework for simulating quantum systems | Accepted Talk |
| Vishnu Iyer | Mildly-Interacting Fermionic Unitaries are Efficiently Learnable | Accepted Talk |
| Sayantan Pramanik, Chaitanya Murti, Chiranjib Bhattacharyya and M Girish Chandras | On the Cost of Training Adversarially-Robust Quantum Models | Accepted Talk |
| Josep Lumbreras, Mikhail Terekhov and Marco Tomamichel | Learning pure quantum states (almost) without regret | Accepted Talk |
| Jonathan Allcock, Miklos Santha, Pei Yuan and Shengyu Zhang | On the dynamical Lie algebras of quantum approximate optimization algorithms | Accepted Talk |
| Nicholas Rubin, Guanghao Low, Robbie King, Eugene DePrince, Alec White, Ryan Babbush, Dominic Berry and Rolando Somma | Quantum simulation with sum-of-squares spectral amplification | Accepted Talk |
| André Ferreira-Martins, Renato M. S. Farias, Giancarlo Camilo, Thiago O. Maciel, Allan Tosta, Ruge Lin, Abdulla Alhajri, Tobias Haug and Leandro Aolita | Variational quantum algorithms with exact geodesic transport | Accepted Talk |
| Hela Mhiri, Ricard Puig, Manuel Rudolph, Sacha Lerch, Thiparat Chotibut, Supanut Thanasilp and Zoe Holmes | A unifying account of warm start guarantees for patches of quantum landscapes | Accepted Talk |
| John Kallaugher and Daniel Liang | Hamiltonian Locality Testing via Trotterized Postselection | Accepted Talk |
| Matthias C. Caro, Jens Eisert, Marcel Hinsche, Marios Ioannou, Alexander Nietner and Ryan Sweke | Interactive proofs for verifying (quantum) learning and testing | Accepted Talk |
| Natansh Mathur, Brian Coyle, Nishant Jain, Snehal Raj, Akshat Tandon, Jasper Krauser and Rainer Stoessel | Bayesian Quantum Orthogonal Neural Networks for Anomaly Detection | Accepted Talk |
| Dhrumil Patel and Mark Wilde | Natural gradient and parameter estimation for quantum Boltzmann machines | Accepted Talk |
| Pablo Rodriguez-Grasa, Matthias C. Caro, Jens Eisert, Elies Gil-Fuster, Franz J. Schreiber and Carlos Bravo-Prieto | A PAC-Bayesian approach to generalization for quantum models | Accepted Talk |
| Frederic Sauvage, Pranav Kalidindi, Frederic Rapp and Martin Larocca | Designing quantum machine learning models for graphs | Accepted Talk |
| William J. Huggins, Tanuj Khattar and Nathan Wiebe | Productionizing Quantum Mass Production | Accepted Talk |
| Zihao Li, Changhao Yi, You Zhou and Huangjun Zhu | Nearly query-optimal classical shadow estimation of unitary channels | Accepted Talk |
| Adrián Pérez-Salinas, Patrick Emonts, Jordi Tura Brugués and Vedran Dunjko | Multiple-basis representation of quantum states | Accepted Talk |
| Matteo Antonio Inajetovic, Petros Wallden and Anna Pappa | Verifiable End-to-End Delegated Variational Quantum Algorithms | Accepted Talk |
| Hugo Thomas, Pierre-Emmanuel Emeriau and Ulysse Chabaud | Shedding light on classical shadows | Accepted Talk |
| Akitada Sakurai, Aoi Hayashi, William Munro and Kae Nemoto | An efficient approach to realize Quantum Random Features | Accepted Talk |
| Martin Larocca, Maxwell West, Marco Cerezo, Frederic Sauvage, Roy Forestano, Nathan Killoran and David Wierichs | A good basis allows for classical shadows with arbitrary group representations | Accepted Talk |
| Léo Monbroussou, Beatrice Polacchi, Verena Yacoub, Eliott Z. Mamon, Hugo Thomas, Eugenio Caruccio, Giovanni Rodari, Francesco Hoch, Gonzalo Carvacho, Nicolo Spagnolo, Taira Giordani, Mattia Bossi, Abhiram Rajan, Niki Di Giano, Riccardo Albiero, Francesco Ceccarelli, Roberto Osellame, Ulysse Chabaud, Fabio Sciarrino and Elham Kashefi | Polynomial Speed-Up in Photonic Neural Networks via Adaptive State Injection | Accepted Talk |
| Melvin Strobl, Emre Sahin, Lucas van der Horst, Eileen Kuehn, Achim Streit and Ben Jaderberg | Fourier Fingerprints of Ansatzes in Quantum Machine Learning | Accepted Talk |
| Yuxuan Du, Min-Hsiu Hsieh and Dacheng Tao | Efficient learning for linear properties of bounded-gate quantum circuits | Accepted Talk |
| Changwon Lee, Tak Hur and Daniel Kyungdeock Park | Scalable Neural Decoders for Practical Real-Time Quantum Error Correction | Accepted Talk |
| Evan Peters | Sample importance in data-driven decoding | Accepted Talk |
| Josep Lumbreras, Ruo Cheng Huang, Yanglin Hu, Mile Gu and Marco Tomamichel | Quantum state-agnostic work extraction (almost) without dissipation | Late Accepted Talk |
| Mingrui Jing, Erdong Huang, Xiao Shi, Shengyu Zhang and Xin Wang | Quantum Recurrent Embedding Neural Network | Late Accepted Talk |
| Yuxuan Yan, Muzhou Ma, You Zhou and Xiongfeng Ma | Variational LOCC-assisted quantum circuits for long-range entangled states | Late Accepted Talk |
| Aiden Rosebush, Alexander Greenwood and Li Qian | Machine Learning Derived Entanglement Witnesses with Trainable Measurements | Late Accepted Talk |
| Nana Liu, Michele Minverini, Dhrumil Patel and Mark Wilde | Quantum thermodynamics, semidefinite optimization, and quantum Boltzmann machines | Late Accepted Talk |
| Daniel Liang and Vishnu Iyer | Tolerant Testing of Stabilizer States with Mixed State Inputs | Late Accepted Talk |
| Richard East, Quanlong Wang, Razin Shaikh, Lia Yeh, Boldizsár Poór and Bob Coecke | Beyond Penrose tensor diagrams with the ZX-calculus: Applications to quantum computing, QML, condensed matter physics, and quantum gravity | Late Accepted Talk |
| Qing Liu, Zihao Li, Xiao Yuan, Huangjun Zhu and You Zhou | Auxiliary-Free Replica Shadows: Efficient Estimation of Multiple Nonlinear Quantum Properties | Late Accepted Talk |
| Alice Barthe, Mahtab Yaghubi, Michele Grossi and Vedran Dunjko | Quantum Advantage in Learning Quantum Dynamics | Late Accepted Talk |
| Maximilian Fröhlich | Quantum Circuit simulation with a local time-dependent variational principle | Late Accepted Talk |
| Matthias C. Caro, Preksha Naik and Joseph Slote | Testing classical properties from quantum data | Late Accepted Talk |
| Paolo Braccia, N. L. Diaz, Martin Larocca, M. Cerezo and Diego García-Martín | Optimal Haar random fermionic linear optics circuits | Late Accepted Talk |
| Marcel Hinsche, Jens Eisert and Jose Carrasco | The abelian state hidden subgroup problem: Learning stabilizer groups and beyond | Late Accepted Talk |
| Marco Ballarin, Juan José García-Ripoll, David Hayes and Michael Lubasch | Scalable, hardware-efficient and noise-aware multivariate quantum state preparation | Late Accepted Talk |
| Arthur Rattew, Po-Wei Huang, Naixu Guo, Lirandë Pira and Patrick Rebentrost | Accelerating Inference for Multilayer Convolutional Neural Networks with Quantum Computers | Late Accepted Talk |
Sponsors
If you are interested in becoming a sponsor, please get in touch with Lirandë Pira at lpira@nus.edu.sg