李扬志｜长沙理工大学｜学者主页

期刊论文

2026

QMF-MAP: A Quantum Multimodal Fusion Model for Molecular Activity Prediction

Maoduo Li, Wen Liu, Lei Shi, Yang-Zhi Li, Kai Chen, Peng-Fei Zhang

Information Fusion

DOI

2026

Prediction of Compilation Options for Quantum Circuits via Adaptive Deep Residual Neural Network

Shouli He, Wen Liu, Yang-Zhi Li, Maoduo Li, Kai Chen, Yaohua Lu

Quantum Information & Computation

DOI

2026

Permutation-Invariant Quantum Graph Neural Network Based on Variational Quantum Algorithms.

Maoduo Li, Wen Liu, Lei Shi, Yang-Zhi Li, Wei-Ping Ding

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

Machine learning-based urban densification: extending roof ridge lines for sustainable housing extension using generative adversarial networks

Yangzhi Li, Jingwei Li, Qiwei Song

Computational Urban Science，Vol. 5, No. 1

DOI

2025

Learning finite-horizon optimal control with unknown control-affine dynamics

Yuqing Chen, Yangzhi Li, David J. Braun

Systems & Control Letters，Vol. 203

DOI

2025

Quantum Circuit Optimization Based on Dynamic Grouping and ZX-Calculus for Reducing 2-Qubit Gate Count

Kai Chen, Wen Liu, Guo-Sheng Xu, Yang-Zhi Li, Maoduo Li, Shouli He

2025

Quantum circuit mapping based on discrete particle swarm optimization and deep reinforcement learning

Yang-Zhi Li, Wen Liu, Guo-Sheng Xu, Maoduo Li, Kai Chen, Shouli He

Swarm and Evolutionary Computation

DOI

2024

Quantum multi-state Swap Test: an algorithm for estimating overlaps of arbitrary number quantum states

Wen Liu, Yang-Zhi Li, Han-Wen Yin, Zhi-Rao Wang, Jiangbo Wu

EPJ Quantum Technology

DOI

2024

Deep Reinforcement Learning for Mapping Quantum Circuits to 2D Nearest‐Neighbor Architectures

Yang-Zhi Li, Wen Liu, Maoduo Li

Advanced Quantum Technologies

DOI

2023

Quantum circuit compilation for nearest-neighbor architecture based on reinforcement learning

Yang-Zhi Li, Wenjie Liu, Maoduo Li, Yu-Gang Li

Quantum Information Processing

DOI

2023

A New Quantum Private Protocol for Set Intersection Cardinality Based on a Quantum Homomorphic Encryption Scheme for Toffoli Gate

Wen Liu, Yang-Zhi Li, Zhi-Rao Wang, Yu-Gang Li

Entropy

DOI

会议论文

2020

基于深度学习的人体行为识别研究综述

袁家政，刘宏哲，徐成，李扬志，米家辉

《中国计算机用户协会网络应用分会2020年第二十四届网络新技术与应用年会论文集》

DOI

2019

5G技术及应用研究综述

李扬志，袁家政，刘宏哲，徐成

《中国计算机用户协会网络应用分会2019年第二十三届网络新技术与应用年会论文集》

DOI

李扬志

精选作品

期刊论文

QMF-MAP: A Quantum Multimodal Fusion Model for Molecular Activity Prediction

Prediction of Compilation Options for Quantum Circuits via Adaptive Deep Residual Neural Network

Permutation-Invariant Quantum Graph Neural Network Based on Variational Quantum Algorithms.

Machine learning-based urban densification: extending roof ridge lines for sustainable housing extension using generative adversarial networks

Learning finite-horizon optimal control with unknown control-affine dynamics

Quantum Circuit Optimization Based on Dynamic Grouping and ZX-Calculus for Reducing 2-Qubit Gate Count

Quantum circuit mapping based on discrete particle swarm optimization and deep reinforcement learning

Quantum multi-state Swap Test: an algorithm for estimating overlaps of arbitrary number quantum states

Deep Reinforcement Learning for Mapping Quantum Circuits to 2D Nearest‐Neighbor Architectures

Quantum circuit compilation for nearest-neighbor architecture based on reinforcement learning

A New Quantum Private Protocol for Set Intersection Cardinality Based on a Quantum Homomorphic Encryption Scheme for Toffoli Gate

会议论文

基于深度学习的人体行为识别研究综述

5G技术及应用研究综述

研究方向