Zheng Chai

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Industrial Processes

Fault Diagnosis

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

IEEE Trans. Instrum. Meas.

Publications

Guangji Bai, Zheng Chai, Chen Ling, Shiyu Wang, Jiaying Lu, Nan Zhang, Tingwei Shi, Ziyang Yu, Mengdan Zhu, Yifei Zhang, Carl J. Yang, Yue Cheng, Liang Zhao
Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models. CoRR (2024)
Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao
Toward Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Qian Chen, Zheng Chai, Zilong Wang, Haonan Yan, Xiaodong Lin, Jianying Zhou
QP-LDP for Better Global Model Performance in Federated Learning. IEEE Internet Things J. 11 (15) (2024)
Tianchi Liu, Yizhuo Zhou, Yakun Zhou, Zheng Chai, Jienan Chen
Hardware Efficient Reconfigurable Logic-in-Memory Circuit Based Neural Network Computing. ISCAS (2023)
Guangji Bai, Ziyang Yu, Zheng Chai, Yue Cheng, Liang Zhao
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction. CoRR (2023)
Zheng Chai, Chunhui Zhao, Biao Huang, Hongtian Chen
A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Baoshuang Zhang, Yanying Li, Zheng Chai
A novel random multi-subspace based ReliefF for feature selection. Knowl. Based Syst. 252 (2022)
Zheng Chai, Chunhui Zhao, Biao Huang
Multisource-Refined Transfer Network for Industrial Fault Diagnosis Under Domain and Category Inconsistencies. IEEE Trans. Cybern. 52 (9) (2022)
Zheng Chai, Chunhui Zhao, Biao Huang
Variational Progressive-Transfer Network for Soft Sensing of Multirate Industrial Processes. IEEE Trans. Cybern. 52 (12) (2022)
Qian Chen, Zheng Chai, Zilong Wang, Jiawei Chen, Haonan Yan, Xiaodong Lin
QP-LDP for better global model performance in federated learning. MSN (2022)
Zheng Chai, Chunhui Zhao
Fault-Prototypical Adapted Network for Cross-Domain Industrial Intelligent Diagnosis. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Yan Du, Wei Shao, Zheng Chai, Hanzhang Zhao, Qihui Diao, Yawei Gao, Xihui Yuan, Qiaoqiao Wang, Tao Li, Weidong Zhang, Jian Fu Zhang, Tai Min
Synaptic 1/f noise injection for overfitting suppression in hardware neural networks. Neuromorph. Comput. Eng. 2 (3) (2022)
Hongtian Chen, Zhiwen Chen, Zheng Chai, Bin Jiang, Biao Huang
A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis. IEEE Trans. Cybern. 52 (9) (2022)
Zheng Chai, Zhihong Chen, Chenliang Li, Rong Xiao, Houyi Li, Jiawei Wu, Jingxu Chen, Haihong Tang
User-Aware Multi-Interest Learning for Candidate Matching in Recommenders. SIGIR (2022)
Zheng Chai, Guangji Bai, Liang Zhao, Yue Cheng
Distributed Graph Neural Network Training with Periodic Historical Embedding Synchronization. CoRR (2022)
Hongtian Chen, Zheng Chai, Oguzhan Dogru, Bin Jiang, Biao Huang
Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Meixiang Quan, Zheng Chai, Xiao Liu
LOF: Structure-Aware Line Tracking based on Optical Flow. CoRR (2021)
Yujing Chen, Zheng Chai, Yue Cheng, Huzefa Rangwala
Asynchronous Federated Learning for Sensor Data with Concept Drift. CoRR (2021)
Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao
Towards Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM framework. CoRR (2021)
Min Zhang, Keyuan Yang, Zheng Chai, Hai Wang, Zhengtao Ding, Weimin Bao
High-Resolution Time-to-Digital Converters Implemented on 40-, 28-, and 20-nm FPGAs. IEEE Trans. Instrum. Meas. 70 (2021)
Xiaopeng Bi, Ran Yan, Zheng Chai, Haotian Zhang, Xiao Liu
Method Towards CVPR 2021 SimLocMatch Challenge. CoRR (2021)
Zheng Chai, Yujing Chen, Ali Anwar, Liang Zhao, Yue Cheng, Huzefa Rangwala
FedAT: a high-performance and communication-efficient federated learning system with asynchronous tiers. SC (2021)
Xiaopeng Bi, Yu Chen, Xinyang Liu, Dehao Zhang, Ran Yan, Zheng Chai, Haotian Zhang, Xiao Liu
Method Towards CVPR 2021 Image Matching Challenge. CoRR (2021)
Yujing Chen, Zheng Chai, Yue Cheng, Huzefa Rangwala
Asynchronous Federated Learning for Sensor Data with Concept Drift. IEEE BigData (2021)
Hongtian Chen, Zheng Chai, Bin Jiang, Biao Huang
Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework. IEEE Trans. Instrum. Meas. 70 (2021)
Zheng Chai, Yujing Chen, Liang Zhao, Yue Cheng, Huzefa Rangwala
FedAT: A Communication-Efficient Federated Learning Method with Asynchronous Tiers under Non-IID Data. CoRR (2020)
Junxiang Wang, Zheng Chai, Yue Cheng, Liang Zhao
Toward Model Parallelism for Deep Neural Network based on Gradient-free ADMM Framework. ICDM (2020)
Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng
TiFL: A Tier-based Federated Learning System. HPDC (2020)
Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng
TiFL: A Tier-based Federated Learning System. CoRR (2020)
Junxiang Wang, Zheng Chai, Yue Cheng, Liang Zhao
Tunable Subnetwork Splitting for Model-parallelism of Neural Network Training. CoRR (2020)
Zheng Chai, Chunhui Zhao
Enhanced Random Forest With Concurrent Analysis of Static and Dynamic Nodes for Industrial Fault Classification. IEEE Trans. Ind. Informatics 16 (1) (2020)
Zheng Chai, Chunhui Zhao
Multiclass Oblique Random Forests With Dual-Incremental Learning Capacity. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Zheng Chai, Chunhui Zhao
A Fine-Grained Adversarial Network Method for Cross-Domain Industrial Fault Diagnosis. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Yujing Chen, Yue Ning, Zheng Chai, Huzefa Rangwala
Federated Multi-task Learning with Hierarchical Attention for Sensor Data Analytics. IJCNN (2020)
Yujing Chen, Yue Ning, Zheng Chai, Huzefa Rangwala
Federated Multi-task Hierarchical Attention Model for Sensor Analytics. CoRR (2019)
Zheng Chai, Hannan Fayyaz, Zeshan Fayyaz, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Heiko Ludwig, Yue Cheng
Towards Taming the Resource and Data Heterogeneity in Federated Learning. OpML (2019)
Meixiang Quan, Beipeng Mu, Zheng Chai
IMRL: An Improved Inertial-Aided KLT Feature Tracker. CIS/RAM (2019)
Yue Cheng, Zheng Chai, Ali Anwar
Characterizing Co-located Datacenter Workloads: An Alibaba Case Study. CoRR (2018)
Yue Cheng, Zheng Chai, Ali Anwar
Characterizing Co-located Datacenter Workloads: An Alibaba Case Study. APSys (2018)
Zheng Chai, Takafumi Matsumaru
ORB-SHOT SLAM: Trajectory Correction by 3D Loop Closing Based on Bag-of-Visual-Words (BoVW) Model for RGB-D Visual SLAM. J. Robotics Mechatronics 29 (2) (2017)