Zhiyu Liang

According to our database, Zhiyu Liang authored at least 18 papers between 2013 and 2023.

Collaborative distances:

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

2023

A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning.

Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan

Proc. VLDB Endow., November, 2023

The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.

Jiae Kim, Yoonkyung Lee, Zhiyu Liang

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning.

Chen Liang, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Zheng Liang, Xiyang Zhang, Jianfeng Huang

CoRR, 2023

Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning.

Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan

CoRR, 2023

TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification.

Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu

CoRR, 2023

UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning.

Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang

CoRR, 2023

FedST: Federated Shapelet Transformation for Interpretable Time Series Classification.

Zhiyu Liang, Hongzhi Wang

CoRR, 2023

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.

Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification.

Zhiyu Liang, Hongzhi Wang

Proc. VLDB Endow., 2022

2021

Efficient class-specific shapelets learning for interpretable time series classification.

Zhiyu Liang, Hongzhi Wang

Inf. Sci., 2021

2020

GMDA: An Automatic Data Analysis System for Industrial Production.

Zhiyu Liang, Hongzhi Wang, Hao Zhang, Hengyu Guo

Proceedings of the Database Systems for Advanced Applications, 2020

STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products.

Zhiyu Liang, Hongzhi Wang, Jijia Yang

Proceedings of the Database Systems for Advanced Applications, 2020

2019

Low-Power Computer Vision: Status, Challenges, and Opportunities.

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Low-Power Computer Vision: Status, Challenges, Opportunities.

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

CoRR, 2019

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.

Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu

CoRR, 2019

IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data.

Zhiyu Liang, Hongzhi Wang, Jianzhong Li, Hong Gao

Proceedings of the Database Systems for Advanced Applications, 2019

2018

2018 Low-Power Image Recognition Challenge.

Sergei Alyamkin, Matthew Ardi, Achille Brighton, Alexander C. Berg, Yiran Chen, Hsin-Pai Cheng, Bo Chen, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Jongkook Go, Alexander Goncharenko, Xuyang Guo, Hong Hanh Nguyen, Andrew Howard, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Alexander Kondratyev, Seungjae Lee, Suwoong Lee, Junhyeok Lee, Zhiyu Liang, Xin Liu, Juzheng Liu, Zichao Li, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Eunbyung Park, Denis Repin, Tao Sheng, Liang Shen, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

CoRR, 2018

2013

Eigen-analysis of nonlinear PCA with polynomial kernels.

Zhiyu Liang, Yoonkyung Lee

Stat. Anal. Data Min., 2013