papers

Publications (5)

quant-ph2024

Experimental Demonstration of Logical Magic State Distillation

Pedro Sales Rodriguez, John M. Robinson, Paul Niklas Jepsen +70

Realizing universal fault-tolerant quantum computation is a key goal in quantum information science. By encoding quantum information into logical qubits utilizing quantum error cor…

quant-ph2024

Large-scale quantum reservoir learning with an analog quantum computer

Milan Kornjača, Hong-Ye Hu, Chen Zhao +50

Quantum machine learning has gained considerable attention as quantum technology advances, presenting a promising approach for efficiently learning complex data patterns. Despite t…

quant-ph2023

Aquila: QuEra's 256-qubit neutral-atom quantum computer

Jonathan Wurtz, Alexei Bylinskii, Boris Braverman +10

The neutral-atom quantum computer "Aquila" is QuEra's latest device available through the Braket cloud service on Amazon Web Services (AWS). Aquila is a "field-programmable qubit a…

cs.AI2026

SnapStream: Efficient Long Sequence Decoding on Dataflow Accelerators

Jonathan Li, Nasim Farahini, Evgenii Iuliugin +19

The proliferation of 100B+ parameter Large Language Models (LLMs) with 100k+ context length support have resulted in increasing demands for on-chip memory to support large KV cache…

cs.CL2026

Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models

Shubhangi Upasani, Ravi Shanker Raju, Bo Li +5

Prompt length is a major bottleneck in agentic large language model (LLM) workloads, where repeated inference steps and multi-call loops incur substantial prefill cost. Recent work…