From the 1 of 3 linked papers with an AI index.
3 papers
Structure-Preserving Quantum Simulation of Wave Equations on a Trapped-Ion Processor
Abhishek Shringi, Hsuan-Cheng Wu, Ahmed Shokry +2
The authors design and benchmark Fourier-based quantum circuits that preserve structure for simulating one- and two-dimensional acoustic wave and Dirac equations on a trapped‑ion p…
Efficient and Practical Black-Box Verification of Quantum Metric Learning Algorithms
Ahmed Shokry, Movahhed Sadeghi, Mahmut Kandemir
Quantum metric learning enhances machine learning by mapping classical data to a quantum Hilbert space with maximal separation between classes. However, on current NISQ hardware, t…
BaKlaVa -- Budgeted Allocation of KV cache for Long-context Inference
Ahmed Burak Gulhan, Krishna Teja Chitty-Venkata, Murali Emani +2
In Large Language Model (LLM) inference, Key-Value (KV) caches (KV-caches) are essential for reducing time complexity. However, they result in a linear increase in GPU memory as th…