Zhiyu Liang

40 papers A* 3Journal 29Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Nearly Optimal Bayesian Inference for Structural Missingness.
CoRR
Chen Liang, Donghua Yang, Yutong Zhao, Tianle Zhang, Shenghang Zhou, Zhiyu Liang, Hengtong Zhang, Hongzhi Wang, Ziqi Li, Xiyang Zhang, Zheng Liang, Yifei Li
2026 J jnl
Private speech: similarities between a large language model and children.
Frontiers Artif. Intell.
Zhiyu Liang, Leon On Tay, Simon Dennis
2026 J jnl
Revisiting data analysis with Pre-trained foundation models.
VLDB J.
Chen Liang, Donghua Yang, Zheng Liang, Zhiyu Liang, Tianle Zhang, Boyu Xiao, Yuqing Yang, Wenqi Wang, Hongzhi Wang
2026 J jnl
Shedding Light on Explainable AI: Insights, Challenges, and the Future of Infrastructure Management.
ISPRS Int. J. Geo Inf.
Youwen Hu, Zunaira Atta, Tariq Ur Rahman, Shi Qiu, Jin Wang, Wei Wei, Zhiyu Liang, Qasim Zaheer
2025 J jnl
Attention-guided triplet framework for synthetic data generation and semantic segmentation of railway fasteners under data scarcity and disparity.
Appl. Soft Comput.
Qasim Zaheer, Momina Malik, Syed Muhammad Ahmed Hassan Shah, Chengbo Ai, Hongzhi Wang, Zhiyu Liang, Shi Qiu
2025 J jnl
FedDict: Towards Practical Federated Dictionary-Based Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Zhiyu Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2025 — conf
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection.
SIGMOD Conference Companion
Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang
2025 J jnl
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection.
CoRR
Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang
2025 J jnl
Revisiting Data Analysis with Pre-trained Foundation Models.
CoRR
Chen Liang, Donghua Yang, Zheng Liang, Zhiyu Liang, Tianle Zhang, Boyu Xiao, Yuqing Yang, Wenqi Wang, Hongzhi Wang
2025 J jnl
SAM: A Stability-Aware Cache Manager for Multi-Tenant Embedded Databases.
CoRR
Haoran Zhang, Decheng Zuo, Yu Yan, Zhiyu Liang, Hongzhi Wang
2025 A* conf
Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling.
ICDE
Zheng Liang, Hongzhi Wang, Xiaoou Ding, Zhiyu Liang, Chen Liang, Yafeng Tang, Jianzhong Qi
2024 A* conf
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem.
KDD
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Hongzhi Wang, Yingchi Long, Mengtong Ji, Dongjing Miao, Zhiyu Liang
2024 J jnl
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem.
CoRR
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Hongzhi Wang, Yingchi Long, Mengtong Ji, Dongjing Miao, Zhiyu Liang
2024 — conf
Cnos-Connector: Enabling Seamless Connection with CnosDB to Facilitate Large-Scale Time-Series Data Management and Analytics.
DASFAA (7)
Zhiyu Liang, Yihao Dai, Bo Zheng, Hongzhi Wang
2024 J jnl
FedST: secure federated shapelet transformation for time series classification.
VLDB J.
Zhiyu Liang, Hongzhi Wang
2024 J jnl
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis.
CoRR
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2024 J jnl
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis.
Proc. VLDB Endow.
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2024 J jnl
TodyNet: Temporal dynamic graph neural network for multivariate time series classification.
Inf. Sci.
Huaiyuan Liu, Donghua Yang, Xianzhang Liu, Xinglei Chen, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu
2024 — conf
Towards Real-Time Data Ingestion for Industrial Internet of Things.
DASFAA (7)
Zhiyu Liang, Tingting Zhang, Bo Zheng, Hongzhi Wang
2024 — conf
UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning.
SIGMOD Conference Companion
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2024 — conf
iMonitor: A Real-Time Monitoring Platform for Industrial Internet of Things.
DASFAA (7)
Zhiyu Liang, Linhan Jia, Bo Zheng, Hongzhi Wang
2023 J jnl
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning.
Proc. VLDB Endow.
Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan
2023 J jnl
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning.
CoRR
Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan
2023 J jnl
FedST: Federated Shapelet Transformation for Interpretable Time Series Classification.
CoRR
Zhiyu Liang, Hongzhi Wang
2023 A* conf
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.
ICDE
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang
2023 J jnl
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiae Kim, Yoonkyung Lee, Zhiyu Liang
2023 J jnl
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification.
CoRR
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu
2023 J jnl
UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning.
CoRR
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang
2023 J jnl
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning.
CoRR
Chen Liang, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Zheng Liang, Xiyang Zhang, Jianfeng Huang
2022 J jnl
FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification.
Proc. VLDB Endow.
Zhiyu Liang, Hongzhi Wang
2021 J jnl
Efficient class-specific shapelets learning for interpretable time series classification.
Inf. Sci.
Zhiyu Liang, Hongzhi Wang
2020 — conf
GMDA: An Automatic Data Analysis System for Industrial Production.
DASFAA (3)
Zhiyu Liang, Hongzhi Wang, Hao Zhang, Hengyu Guo
2020 — conf
STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products.
DASFAA (3)
Zhiyu Liang, Hongzhi Wang, Jijia Yang
2020 J jnl
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.
CoRR
Jiae Kim, Yoonkyung Lee, Zhiyu Liang
2019 — conf
IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data.
DASFAA (3)
Zhiyu Liang, Hongzhi Wang, Jianzhong Li, Hong Gao
2019 J jnl
Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.
CoRR
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
2019 J jnl
Low-Power Computer Vision: Status, Challenges, Opportunities.
CoRR
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
2019 J jnl
Low-Power Computer Vision: Status, Challenges, and Opportunities.
IEEE J. Emerg. Sel. Topics Circuits Syst.
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
2018 J jnl
2018 Low-Power Image Recognition Challenge.
CoRR
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
2013 J jnl
Eigen-analysis of nonlinear PCA with polynomial kernels.
Stat. Anal. Data Min.
Zhiyu Liang, Yoonkyung Lee