Shiyin Du

national university of defense technology - china

7H指数

21论文数

132被引数

收录论文 9

发表时间

Multi-wavelength optical information processing with deep reinforcement learning 基于深度强化学习的多波长光学信息处理

LIGHT-SCIENCE & APPLICATIONS

IF23.4

2025-04-15

OAAI

Yan, Qiuquan; Ouyang, Hao; Tao, Zilong; Shen, Meili; Du, Shiyin; Zhang, Jun; Liu, Hengzhu; Hao, Hao; Jiang, Tian

Co-design for Kolmogorov-Arnold networks to unlock the full potential of optical intelligent accelerators

OPTICS LETTERS

IF3.3

2025-02-27

PREAI

Du, Shiyin; Hao, Ouyang; Tao, Zilong; Yan, Qiuquan; Hao, Hao; Zhang, Jun; Tang, Yuhua; Jiang, Tian

Silicon photonic convolution operator exploiting on-chip nonlinear activation function

OPTICS LETTERS

IF3.3

2025-01-13

PREAI

Tao, Zilong; You, Jie; Hao, Ouyang; Yan, Qiuquan; Du, Shiyin; Zhang, Jun; Jiang, Tian

Scalable parallel photonic processing unit for various neural network accelerations

PHOTONICS RESEARCH

IF7.2

2024-11-01

PREAI

Du, Shiyin; Zhang, Jun; Ouyang, Hao; Tao, Zilong; Yan, Qiuquan; Hao, Hao; Zhou, Junhu; You, Jie; Tang, Yuhua; Jiang, Tian

Dual Optical Frequency Comb Neuron: Co-Developing Hardware and Algorithm

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2023-03-16

OAAI

Zhang, Jun; Tao, Zilong; Yan, Qiuquan; Du, Shiyin; Tang, Yuhua; Liu, Hengzhu; Wei, Ke; Zhou, Tong; Jiang, Tian

Data enhanced iterative few-sample learning algorithm-based inverse design of 2D programmable chiral metamaterials

NANOPHOTONICS

IF6.6

2022-09-06

OAAI

Zhao, Zeyu; You, Jie; Zhang, Jun; Du, Shiyin; Tao, Zilong; Tang, Yuhua; Jiang, Tian

Achieving efficient inverse design of low-dimensional heterostructures based on a vigorous scalable multi-task learning network

OPTICS EXPRESS

IF3.3

2021-06-09

OAAI

Du, Shiyin; You, Jie; Tang, Yuhua; Ouyang, Hao; Tao, Zilong; Jiang, Tian

Expedited circular dichroism prediction and engineering in two-dimensional diffractive chiral metamaterials leveraging a powerful model-agnostic data enhancement algorithm

NANOPHOTONICS

IF6.6

2020-12-18

OAAI

Du, Shiyin; You, Jie; Zhang, Jun; Tao, Zilong; Hao, Hao; Tang, Yuhua; Zheng, Xin; Jiang, Tian

Exploiting deep learning network in optical chirality tuning and manipulation of diffractive chiral metamaterials 利用深度学习网络进行衍射手性超材料的光学手性调节和操纵

NANOPHOTONICS

IF6.6

2020-06-16

OAAI

Tao, Zilong; Zhang, Jun; You, Jie; Hao, Hao; Ouyang, Hao; Yan, Qiuquan; Du, Shiyin; Zhao, Zeyu; Yang, Qirui; Zheng, Xin; Jiang, Tian

研究方向