Zhaocheng Liu

发表

Deep learning for the design of photonic structures

Wei Ma, Zhaocheng Liu, Zhaxylyk A. Kudyshev, 2020, Nature Photonics.

Deep Active Learning by Model Interpretability pdf

Qiang Liu, Zhaocheng Liu, Xiaofang Zhu, 2020, ArXiv.

A Hybrid Strategy for the Discovery and Design of Photonic Structures

Zhaocheng Liu, Wenshan Cai, Dayu Zhu, 2019, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective pdf

Qiang Liu, Zhaocheng Liu, Haoli Zhang, 2020, ArXiv.

A Stroke-Based Textual Password Authentication Scheme

Xiyu Liu, Zhaocheng Liu, Ziran Zheng, 2009, 2009 First International Workshop on Education Technology and Computer Science.

Unifying Graph Convolutional Networks as Matrix Factorization

Qiang Liu, Jun Zhu, Zhaocheng Liu, 2019 .

CPM-sensitive AUC for CTR prediction pdf

Zhaocheng Liu, Guangxue Yin, Zhaocheng Liu, 2019, ArXiv.

Multifunctional Meta-Optic Systems: Inversely Designed with Artificial Intelligence pdf

Zhaocheng Liu, Wenshan Cai, Dayu Zhu, 2020, ArXiv.

A library based on deep neural networks for modeling the degradation of FinFET SRAM performance metrics due to aging

Taizhi Liu, Linda Milor, Kexin Yang, 2019 .

An Empirical Study on Feature Discretization pdf

Qiang Liu, Zhaocheng Liu, Haoli Zhang, 2020, ArXiv.

A Generative Model for Inverse Design of Metamaterials

Kyu-Tae Lee, Zhaocheng Liu, Wenshan Cai, 2018, Nano letters.

DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data pdf

Qiang Liu, Zhaocheng Liu, Yuntian Chen, 2020, ArXiv.

A Hybrid Password Authentication Scheme Based on Shape and Text

Xiyu Liu, Zhaocheng Liu, Ziran Zheng, 2010, J. Comput..

Automatically Learning Feature Crossing from Model Interpretation for Tabular Data

Qiang Liu, Zhaocheng Liu, Haoli Zhang, 2019 .

Modelling and Prediction of the CNY Exchange Rate Using RBF Neural Network

Xiyu Liu, Zhaocheng Liu, Ziran Zheng, 2009, 2009 International Conference on Business Intelligence and Financial Engineering.

Compounding Meta‐Atoms into Metamolecules with Hybrid Artificial Intelligence Techniques

Zhaocheng Liu, Wenshan Cai, Dayu Zhu, 2019, Advanced materials.

Topological encoding method for data-driven photonics inverse design.

Zhaoming Zhu, Zhaocheng Liu, Wenshan Cai, 2020, Optics express.

Towards Accurate and Interpretable Sequential Prediction: A CNN & Attention-Based Feature Extractor

Qiang Liu, Jingyi Wang, Zhaocheng Liu, 2019, CIKM.

DNN2LR: Automatic Feature Crossing for Real-world Tabular Data.

Qiang Liu, Zhaocheng Liu, Yuntian Chen, 2020 .

Metasurfaces for near-eye augmented reality pdf

Zhaocheng Liu, Wenshan Cai, Shoufeng Lan, 2019, ACS Photonics.

A Comprehensive Framework for Analysis of Time-Dependent Performance-Reliability Degradation of SRAM Cache Memory

Taizhi Liu, Linda Milor, Kexin Yang, 2021, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Tackling Photonic Inverse Design with Machine Learning

Zhaocheng Liu, Wenshan Cai, Dayu Zhu, 2021, Advanced science.

Building Multi-functional Meta-optic Systems through Deep Learning

Zhaocheng Liu, Lakshmi Raju, Wenshan Cai, 2021, 2021 Conference on Lasers and Electro-Optics (CLEO).

Brillouin Scattering Based Distributed Fiber Optic Temperature Sensing For Fire Detection

Zhaocheng Liu, Graham A. Ferrier, Andrew K. Kim, 2003 .

Emergent Functionality and Controllability in Few‐Layer Metasurfaces

Zhaocheng Liu, Jianguo Tian, Hua Cheng, 2015, Advanced materials.

Impact of front-end wearout mechanisms on FinFET SRAM soft error rate

Taizhi Liu, Linda Milor, Kexin Yang, 2019, Microelectronics Reliability.

High‐Performance Broadband Circularly Polarized Beam Deflector by Mirror Effect of Multinanorod Metasurfaces

Junjie Li, Zhaocheng Liu, Jianguo Tian, 2015 .

Interferometric Control of Signal Light Intensity by Anomalous Refraction with Plasmonic Metasurface

Zhaocheng Liu, Jianguo Tian, Hua Cheng, 2016, Plasmonics.

Generation of vector beams with arbitrary spatial variation of phase and linear polarization using plasmonic metasurfaces.

Zhaocheng Liu, Jianguo Tian, Ping Yu, 2015, Optics letters.

Simulating the Ising Model with a Deep Convolutional Generative Adversarial Network

Zhaocheng Liu, Wenshan Cai, Sean P. Rodrigues, 2017, 1710.04987.

Single-Layer Plasmonic Metasurface Half-Wave Plates with Wavelength-Independent Polarization Conversion Angle

Junjie Li, Zhaocheng Liu, Jianguo Tian, 2017 .