Jiaqi Leng

According to our database, Jiaqi Leng authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Quantum Optimization via Gradient-Based Hamiltonian Descent.

Jiaqi Leng, Bin Shi

CoRR, May, 2025

Operator-Level Quantum Acceleration of Non-Logconcave Sampling.

Jiaqi Leng, Zhiyan Ding, Zherui Chen, Lin Lin

CoRR, May, 2025

Random Long-Context Access for Mamba via Hardware-aligned Hierarchical Sparse Attention.

Xiang Hu, Jiaqi Leng, Jun Zhao, Kewei Tu, Wei Wu

CoRR, April, 2025

(Sub)Exponential Quantum Speedup for Optimization.

Jiaqi Leng, Kewen Wu, Xiaodi Wu, Yufan Zheng

CoRR, April, 2025

Human2Robot: Learning Robot Actions from Paired Human-Robot Videos.

Sicheng Xie, Haidong Cao, Zejia Weng, Zhen Xing, Shiwei Shen, Jiaqi Leng, Xipeng Qiu, Yanwei Fu, Zuxuan Wu, Yu-Gang Jiang

CoRR, February, 2025

FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-form-gradients.

Jiaqi Leng, Yakun Ju, Yuanxu Duan, Jiangnan Zhang, Qingxuan Lv, Zuxuan Wu, Hao Fan

CoRR, January, 2025

QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent.

Samuel Kushnir, Jiaqi Leng, Yuxiang Peng, Lei Fan, Xiaodi Wu

INFORMS J. Comput., 2025

FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients.

Jiaqi Leng, Yakun Ju, Yuanxu Duan, Jiangnan Zhang, Qingxuan Lv, Zuxuan Wu, Hao Fan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

On the Computational Complexity of Schrödinger Operators.

Yufan Zheng, Jiaqi Leng, Yizhou Liu, Xiaodi Wu

CoRR, 2024

Expanding Hardware-Efficiently Manipulable Hilbert Space via Hamiltonian Embedding.

Jiaqi Leng, Joseph Li, Yuxiang Peng, Xiaodi Wu

CoRR, 2024

Differentiable Quantum Computing for Large-scale Linear Control.

Connor Clayton, Jiaqi Leng, Gengzhi Yang, Yi-Ling Qiao, Ming C. Lin, Xiaodi Wu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

A quantum central path algorithm for linear optimization.

Brandon Augustino, Jiaqi Leng, Giacomo Nannicini, Tamás Terlaky, Xiaodi Wu

CoRR, 2023

A quantum-classical performance separation in nonconvex optimization.

Jiaqi Leng, Yufan Zheng, Xiaodi Wu

CoRR, 2023

Quantum Hamiltonian Descent.

Jiaqi Leng, Ethan Hickman, Joseph Li, Xiaodi Wu

CoRR, 2023

2022

Quantum simulation of real-space dynamics.

Andrew M. Childs, Jiaqi Leng, Tongyang Li, Jin-Peng Liu, Chenyi Zhang

Quantum, September, 2022

Differentiable Analog Quantum Computing for Optimization and Control.

Jiaqi Leng, Yuxiang Peng, Yi-Ling Qiao, Ming C. Lin, Xiaodi Wu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Quantum algorithms for escaping from saddle points.

Chenyi Zhang, Jiaqi Leng, Tongyang Li

Quantum, 2021