NG
Naixu Guo
quant-phcs.AIcs.LGcs.CLcs.DScond-mat.mes-hall
On Valency
published · living versionsW_yfjxx4t6·v1 · currentpublished
Perspective on AI and quantum open-source software
with Changhao Li, Bradley A. Chase, Veena Vijayakumar, Mathys Rennela +9
1 version
Preprints & journals
15 papers in the corpus · 2021–2026Evaluating Verified Autonomy in Quantum Engineering2609.17439v1 · Naixu Guo, Changhao Li, Siyu Cheng et al.2026 · 0 citationsarXiv
Near-Optimal Learning of Local Lindbladians2606.20535v2 · Itai Arad, Zhili Chen, Naixu Guo et al.2026 · 0 citationsarXiv
Quantum enhanced rare event discovery and sampling2606.06316v1 · Naixu Guo, Po-Wei Huang, Qisheng Wang et al.2026 · 0 citationsarXiv
COMPOSITE-Stem2604.09836v2 · Kyle Waters, Lucas Nuzzi, Tadhg Looram et al.2026 · 0 citationsarXiv
AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios2601.20613v2 · Kaiyuan Chen, Qimin Wu, Taiyu Hou et al.2026 · 0 citationsarXiv
Fast-forwardable Lindbladians imply quantum phase estimation2510.06759v2 · Zhong-Xia Shang, Naixu Guo, Patrick Rebentrost et al.2025 · 0 citationsarXiv
Accelerating Inference for Multilayer Neural Networks with Quantum Computers2510.07195v2 · Arthur G. Rattew, Po-Wei Huang, Naixu Guo et al.2025 · 0 citationsarXiv
Designing a Nearly Optimal Quantum Algorithm for Linear Differential Equations via Lindbladians.41046438 · Shang, Zhong-Xia, Guo, Naixu, An, Dong et al.2025 · 9 citationsPhysical review letters. 2025;135(12):120604
DeepMath-Creative: A Benchmark for Evaluating Mathematical Creativity of Large Language Models2505.08744v1 · Xiaoyang Chen, Xinan Dai, Yu Du et al.2025 · 0 citationsarXiv
Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers2502.01146v1 · Yuxuan Du, Xinbiao Wang, Naixu Guo et al.2025 · 4 citationsarXiv
Online Learning of Pure States is as Hard as Mixed States2502.00823v3 · Maxime Meyer, Soumik Adhikary, Naixu Guo et al.2025 · 0 citationsAdvances in Neural Information Processing Systems 38 (NeurIPS 2025)
Quantum Transformer: Accelerating model inference via quantum linear algebra2402.16714v3 · Naixu Guo, Zhan Yu, Matthew Choi et al.2024 · 4 citationsarXiv
Estimating properties of a quantum state by importance-sampled operator shadows2305.09374v2 · Naixu Guo, Feng Pan, Patrick Rebentrost2023 · 0 citationsarXiv
Quantum Alphatron: quantum advantage for learning with kernels and noise2108.11670v5 · Siyi Yang, Naixu Guo, Miklos Santha et al.2021 · 3 citationsQuantum 7, 1174 (2023)
Nonlinear transformation of complex amplitudes via quantum singular value transformation2107.10764v2 · Naixu Guo, Kosuke Mitarai, Keisuke Fujii2021 · 17 citationsarXiv
Career total: 23 works. 15 are in this corpus.
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