Agenda
Important considerations for QAI Workshop 2024 speakers and attendees:
- All presentations will be for either 25 or 15 minutes: 22 or 12 minutes for the talk and 2 minutes for questions
- All presentations will be recorded
- All times are in Eastern Daylight Time (EDT)
Day
| Time | Paper Title | Author | Affiliation |
|---|---|---|---|
| 10:00 - 10:25am | Entangled Meanings: Classification and Ambiguity Resolution in QNLP | Chi Zhang | Indiana University |
| 10:25 - 10:50am | QRNG-DDPM: Enhancing Diffusion Models through Fitting Mixture Noise with Quantum Random Number | Yifeng Peng | Stevens Institute of Technology |
| 10:50 - 11:15am | Evaluating the Performance of a D-Wave Quantum Annealing System for Feature Subset Selection in Software Defect Prediction | Md Nadim | Software Research Lab (SRLab), Department of Computer Science, University of Saskatchewan, Canada |
| 11:15 - 11:30am | Enforcing fading memory of noisy quantum echo state networks | Francesco Monzani | Università degli Studi di Milano |
| 13:00 - 13:25 pm | Calo4pQVAE: Quantum-Assisted 4-partite VAE surrogate for high energy particle-calorimeter interactions | Javier Toledo-Marin | TRIUMF |
| 13:25 - 13:50pm | Ideal Parametrisation Estimation for Variational Quantum Circuit Classifiers Using Machine Learning | Ahmed El-Mahdy | School of Information Technology and Computer Science (ITCS) NU, Egyp |
| 13:50 – 14:15pm | QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits | Annkit Kulshrestha | University of Delaware |
| 14:15 - 14:30pm | Emulating QAOA via Graph Neural Networks | Paolo Zentilini | Università degli Studi di Milano |
| 15:00 – 15:25pm | A Hybrid Quantum-classical Fusion Neural Network to Improve Protein-ligand Binding Affinity Predictions for Drug Discovery | Laia Domingo | Ingenii |
| 15:25 – 15:50pm | Train-and-Scaling the Quantum Alternating Operator Ansatz to Solve Portfolio Diversification | Hannes Leipold | Fujitsu Research of America |
| 15:50 - 16:15pm | Quantum fidelity based Fuzzy C-Means clustering algorithm | Oumayma ouedrhiri | Universités du Québec à Trois-Rivières |
| 16:15 - 16:30pm | Neural Quantum Annealing for real-world Quadratic Unconstrained Binary Optimization | Pietro Torta | University of Milan |