Shiyu Zhou

Orcid: 0000-0002-6889-0316

According to our database1, Shiyu Zhou authored at least 121 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

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Bibliography

2024
Allocating Robots/Cobots to Production Systems for Productivity and Ergonomics Optimization.
IEEE Trans Autom. Sci. Eng., July, 2024

Robust Parameter Design on Dual Stochastic Response Models With Constrained Bayesian Optimization.
IEEE Trans Autom. Sci. Eng., April, 2024

Knowledge Spillovers and Integrated Circuit Innovation Ecosystem Resilience: Evidence from China.
Syst., 2024

A multi-class fundus disease classification system based on an adaptive scale discriminator and hybrid loss.
Comput. Biol. Chem., 2024

CIEASR: Contextual Image-Enhanced Automatic Speech Recognition for Improved Homophone Discrimination.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Time-Varying Output Group Formation Tracking Control for Heterogeneous Multiagent Systems with Switching Topologies.
Proceedings of the 18th IEEE International Conference on Control & Automation, 2024

2023
Confidently extracting hierarchical taxonomy information from unstructured maintenance records of industrial equipment.
Int. J. Prod. Res., December, 2023

Partially observable Markov decision process-based optimal maintenance planning with time-dependent observations.
Eur. J. Oper. Res., December, 2023

Identifying equipment health status from maintenance records using Lexicon based Unsupervised Sentiment Analysis Adjusted for Negation (LUSAA-N).
Comput. Ind. Eng., December, 2023

HMM-Based Joint Modeling of Condition Monitoring Signals and Failure Event Data for Prognosis.
IEEE Trans. Reliab., September, 2023

Industrial system working condition identification using operation-adjusted hidden Markov model.
J. Intell. Manuf., August, 2023

MmWave Beam Tracking With Spatial Information Based on Extended Kalman Filter.
IEEE Wirel. Commun. Lett., April, 2023

Mixed-Input Bayesian Optimization Method for Structural Damage Diagnosis.
IEEE Trans. Reliab., 2023

Exploring Learner Engagement with the AWE-Peer-Teacher Feedback Mode in L2 Writing.
Proceedings of the Emerging Technologies for Education - 8th International Symposium, 2023

A Multimodal Evaluation of Test Reliability and Validity Based on MTMM.
Proceedings of the Emerging Technologies for Education - 8th International Symposium, 2023

Exploring Interaction Patterns in Web-Based Collaborative Writing Tasks Among Advanced L2 Learners: A Case Study Using Feishu Platform.
Proceedings of the Emerging Technologies for Education - 8th International Symposium, 2023

Load Awareness: Sensorless Body Payload Sensing and Localization for Heavy Quadruped Robot.
IROS, 2023

Cascade Trajectory Optimization with Phase Duration Adaption and Control for Wheel-Legged Robots Overcoming High Obstacles.
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

Decoupling Control for Heavy Quadruped Robot: A Hip-Based Optimal Virtual Force Distribution and Control Framework.
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

2022
A Custom Word Embedding Model for Clustering of Maintenance Records.
IEEE Trans. Ind. Informatics, 2022

Attitude Information Aided Digital Beamforming in Millimeter-Wave MIMO Systems.
IEEE Syst. J., 2022

Alerting patients via health information system considering trust-dependent patient adherence.
Inf. Technol. Manag., 2022

Attitude Information Aided mmWave Beam Tracking Based on Codebook.
IEEE Commun. Lett., 2022

Real-time computational powered landing guidance using convex optimization and neural networks.
CoRR, 2022

A Combined Prediction Model for Hog Futures Prices Based on WOA-LightGBM-CEEMDAN.
Complex., 2022

Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improving End-to-End Contextual Speech Recognition with Fine-Grained Contextual Knowledge Selection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Sensorless Contact Force Observation with Friction Distinguishment in Heavy Legged Robot Via PMSM Load Torque and IMU.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

A Dynamic Model for Skid Steering of Tracked Vehicles on Firm Ground.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

2021
Multioutput Gaussian Process Modulated Poisson Processes for Event Prediction.
IEEE Trans. Reliab., 2021

Statistical Modeling and Analysis of k-Layer Coverage of Two-Dimensional Materials in Inkjet Printing Processes.
Technometrics, 2021

Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-Resource Speech Recognition.
IEEE Signal Process. Lett., 2021

Stochastic prognostics under multiple time-varying environmental factors.
Reliab. Eng. Syst. Saf., 2021

A deep learning approach for predicting critical events using event logs.
Qual. Reliab. Eng. Int., 2021

Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Bayesian learning of structures of ordered block graphical models with an application on multistage manufacturing processes.
IISE Trans., 2021

Copula-based multi-event modeling and prediction using fleet service records.
IISE Trans., 2021

OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation.
CoRR, 2021

Long-Running Speech Recognizer: An End-to-End Multi-Task Learning Framework for Online ASR and VAD.
CoRR, 2021

Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-resource Speech Recognition.
CoRR, 2021

Fault Diagnosis of 5G Voice Service Based on Multi-sources data.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Key technologies for 5G co-construction and shared base station data automatic configuration.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Exploring wav2vec 2.0 on Speaker Verification and Language Identification.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

A Language Model Based Pseudo-Sample Deliberation for Semi-supervised Speech Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Transfer Ability of Monolingual Wav2vec2.0 for Low-resource Speech Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Two-Stage Pre-Training for Sequence to Sequence Speech Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Research on Coverage Ability Assessment of High and Low Frequency based on Machine Learning.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Time-varying group formation-tracking control for general linear multi-agent systems with switching topologies and time-varying delays.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021

Cif-Based Collaborative Decoding for End-to-End Contextual Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Event Prediction for Individual Unit Based on Recurrent Event Data Collected in Teleservice Systems.
IEEE Trans. Reliab., 2020

Variation Source Identification in Manufacturing Processes Using Bayesian Approach With Sparse Variance Components Prior.
IEEE Trans Autom. Sci. Eng., 2020

A Data Analytics Framework for Smart Asthma Management Based on Remote Health Information Systems with Bluetooth-Enabled Personal Inhalers.
MIS Q., 2020

UAV-Aided Edge/Fog Computing in Smart IoT Community for Social Augmented Reality.
IEEE Internet Things J., 2020

Remaining useful life prediction based on degradation signals using monotonic B-splines with infinite support.
IISE Trans., 2020

Applying wav2vec2.0 to Speech Recognition in various low-resource languages.
CoRR, 2020

Multi-output Gaussian Process Modulated Poisson Processes for Event Prediction.
CoRR, 2020

A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition.
CoRR, 2020

Precoding with the Assistance of Attitude Information in Millimeter Wave MIMO System.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

5G Core Network Framework Based on Artificial Intelligence.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Formation-containment control for general linear multi-agent systems with time-varying delays and switching topologies.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

Predefined Finite-time Output Containment of Nonlinear Multi-Agent Systems with Undirected Topology.
Proceedings of the 16th International Conference on Control, 2020

2019
Approximate multivariate distribution of key performance indicators through ordered block model and pair-copula construction.
IISE Trans., 2019

Unsupervised pre-traing for sequence to sequence speech recognition.
CoRR, 2019

UAV-aided Data Collection in Self Organized IoT Network for Social Augmented Reality.
Proceedings of the 29th International Telecommunication Networks and Applications Conference, 2019

Speaker-Aware Speech-Transformer.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018
Nonparametric-Condition-Based Remaining Useful Life Prediction Incorporating External Factors.
IEEE Trans. Reliab., 2018

Nonparametric Modeling and Prognosis of Condition Monitoring Signals Using Multivariate Gaussian Convolution Processes.
Technometrics, 2018

Statistical monitoring of multiple profiles simultaneously using Gaussian processes.
Qual. Reliab. Eng. Int., 2018

Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages.
CoRR, 2018

Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017
Visual Hysteresis Based Dynamic Interference Shaping for Real-Time Video Services in Dense Deployed Cellular Networks.
Wirel. Pers. Commun., 2017

Prognosis of Structural Damage Growth Via Integration of Physical Model Prediction and Bayesian Estimation.
IEEE Trans. Reliab., 2017

Modeling Regression Quantile Process Using Monotone B-Splines.
Technometrics, 2017

Estimation and monitoring of key performance indicators of manufacturing systems using the multi-output Gaussian process.
Int. J. Prod. Res., 2017

A 20Gbaud/s PAM-4 65nm CMOS optical receiver using 3D solenoid based bandwidth enhancement.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

Multilingual Recurrent Neural Networks with Residual Learning for Low-Resource Speech Recognition.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Word-Level Permutation and Improved Lower Frame Rate for RNN-Based Acoustic Modeling.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Low Power 15 Gbaud Silicon Photonic Link for Data Centres.
Proceedings of the European Conference on Optical Communication, 2017

2016
Bayesian Hierarchical Linear Modeling of Profile Data With Applications to Quality Control of Nanomanufacturing.
IEEE Trans Autom. Sci. Eng., 2016

Online Steady-State Detection for Process Control Using Multiple Change-Point Models and Particle Filters.
IEEE Trans Autom. Sci. Eng., 2016

Remaining useful life prediction based on noisy condition monitoring signals using constrained Kalman filter.
Reliab. Eng. Syst. Saf., 2016

Monitoring of Multiple Binary Data Streams using a Hierarchical Model Structure.
Qual. Reliab. Eng. Int., 2016

Bursty interference-oriented video quality assessment method.
Multim. Tools Appl., 2016

Adaptive energy-efficient and QoE-aware optimization method for mobile video services.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

2015
RUL Prediction for Individual Units Based on Condition Monitoring Signals With a Change Point.
IEEE Trans. Reliab., 2015

CUSUM Statistical Monitoring of M/M/1 Queues and Extensions.
Technometrics, 2015

2014
Detecting 3D Spatial Clustering of Particles in Nanocomposites Based on Cross-Sectional Images.
Technometrics, 2014

Dynamic interference shaping method for video applications in dense deployment wireless networks.
Proceedings of the 2014 International Symposium on Wireless Personal Multimedia Communications, 2014

Personalizing Statistical Models for Asthma Prognosis and Therapeutics.
Proceedings of the AMIA 2014, 2014

2013
Evaluation and Comparison of Mixed Effects Model Based Prognosis for Hard Failure.
IEEE Trans. Reliab., 2013

User-defined hot topic detection in microblogging.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

2012
Differentiating Alcohol-Induced Driving Behavior Using Steering Wheel Signals.
IEEE Trans. Intell. Transp. Syst., 2012

Statistical Monitoring of Time-to-Failure Data Using Rank Tests.
Qual. Reliab. Eng. Int., 2012

Sequential B-Spline Surface Construction Using Multiresolution Data Clouds.
J. Comput. Inf. Sci. Eng., 2012

Coupling enhancement of planar spiral coils using planar ferrite for biomedical implants.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
A Simple Approach to Emulation for Computer Models With Qualitative and Quantitative Factors.
Technometrics, 2011

2010
Change detection in the Cox Proportional Hazards models from different reliability data.
Qual. Reliab. Eng. Int., 2010

2008
Identification of Influential Functional Process Variables for Surface Quality Control in Hot Rolling Processes.
IEEE Trans Autom. Sci. Eng., 2008

Attribute control charts using generalized zero-inflated Poisson distribution.
Qual. Reliab. Eng. Int., 2008

2007
Inferring the Interactions in Complex Manufacturing Processes Using Graphical Models.
Technometrics, 2007

Kinematic Analysis of Dimensional Variation Propagation for Multistage Machining Processes With General Fixture Layouts.
IEEE Trans Autom. Sci. Eng., 2007

2006
An SPC monitoring system for cycle-based waveform signals using haar transform.
IEEE Trans Autom. Sci. Eng., 2006

2004
Statistical estimation and testing for variation root-cause identification of multistage manufacturing Processes.
IEEE Trans Autom. Sci. Eng., 2004

2003
State space modeling of dimensional variation propagation in multistage machining process using differential motion vectors.
IEEE Trans. Robotics Autom., 2003

Diagnosability Study of Multistage Manufacturing Processes Based on Linear Mixed-Effects Models.
Technometrics, 2003

2001
Sample Spaces with Small Bias on Neighborhoods and Error-Correcting Communication Protocols.
Algorithmica, 2001

Fair Real-Time Traffic Scheduling over a Wireless LA.
Proceedings of the 22nd IEEE Real-Time Systems Symposium (RTSS 2001), 2001

2000
On Indexed Data Broadcast
J. Comput. Syst. Sci., 2000

An <i>O</i>(log(<i>n</i>)<sup>4/3</sup>) space algorithm for (<i>s, t</i>) connectivity in undirected graphs.
J. ACM, 2000

Low discrepancy sets yield approximate min-wise independent permutation families.
Inf. Process. Lett., 2000

1999
Linear-time binary codes correcting localized erasures.
IEEE Trans. Inf. Theory, 1999

BP <sub>H</sub>Space(S) subseteq DSPACE(S<sup>3/2</sup>).
J. Comput. Syst. Sci., 1999

Isolation, Matching, and Counting Uniform and Nonuniform Upper Bounds.
J. Comput. Syst. Sci., 1999

1998
Explicit OR-Dispersers with Polylogarithmic Degree.
J. ACM, 1998

Uniform Inclusions in Nondeterministic Logspace
Electron. Colloquium Comput. Complex., 1998

1997
SL <= L<sup>4/3</sup>.
Proceedings of the Twenty-Ninth Annual ACM Symposium on the Theory of Computing, 1997

1996
Discrepancy Sets and Pseudorandom Generators for Combinatorial Rectangles.
Proceedings of the 37th Annual Symposium on Foundations of Computer Science, 1996

1995
Explicit dispersers with polylog degree.
Proceedings of the Twenty-Seventh Annual ACM Symposium on Theory of Computing, 1995

RSPACE(S) \subseteq DSPACE(S<sup>3/2</sup>).
Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995


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