Rong Zhu

Orcid: 0009-0000-2438-289X

According to our database1, Rong Zhu authored at least 150 papers between 2000 and 2024.

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Bibliography

2024
PilotScope: Steering Databases with Machine Learning Drivers.
Proc. VLDB Endow., January, 2024

Eraser: Eliminating Performance Regression on Learned Query Optimizer.
Proc. VLDB Endow., January, 2024

PRICE: A Pretrained Model for Cross-Database Cardinality Estimation.
CoRR, 2024

Learned Query Optimizer: What is New and What is Next.
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

UniDM: A Unified Framework for Data Manipulation with Large Language Models.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023
Lero: A Learning-to-Rank Query Optimizer.
Proc. VLDB Endow., 2023

ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads.
Proc. VLDB Endow., 2023

DILI: A Distribution-Driven Learned Index.
Proc. VLDB Endow., 2023

Classification and rating of steel scrap using deep learning.
Eng. Appl. Artif. Intell., 2023

A Summary of ICDE 2022 Research Session Panels.
IEEE Data Eng. Bull., 2023

ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads (Extended).
CoRR, 2023

DARIC: A Data Reuse-Friendly CGRA for Parallel Data Access via Elastic FIFOs.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

A Physical Layer Key Generation Using a Hybrid Quantization Scheme.
Proceedings of the 2023 International Conference on Communication Network and Machine Learning, 2023

Research on Electrical Equipment Status Monitoring Method Based on Wireless Communication Technology.
Proceedings of the Advanced Hybrid Information Processing, 2023

2022
Constrained Truth Discovery.
IEEE Trans. Knowl. Data Eng., 2022

Bayesian deep-learning for RUL prediction: An active learning perspective.
Reliab. Eng. Syst. Saf., 2022

Degradation analysis with nonlinear exponential-dispersion process: Bayesian offline and online perspectives.
Qual. Reliab. Eng. Int., 2022

Predicting miRNA-disease associations via layer attention graph convolutional network model.
BMC Medical Informatics Decis. Mak., 2022

Robust Contextual Linear Bandits.
CoRR, 2022

Kernel risk-sensitive mean p-power loss based hyper-graph regularized robust extreme learning machine and its semi-supervised extension for sample classification.
Appl. Intell., 2022

Intelligent Interactive Control via Haptic E-skin for Human-Robot Interaction and Collaboration.
Adv. Intell. Syst., 2022

WordMarkov: A New Password Probability Model of Semantics.
Proceedings of the IEEE International Conference on Acoustics, 2022

Learned Query Optimizer: At the Forefront of AI-Driven Databases.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

RF-CGRA: A Routing-Friendly CGRA with Hierarchical Register Chains.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Towards Energy-Efficient CGRAs via Stochastic Computing.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

A Unified Transferable Model for ML-Enhanced DBMS.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

KSMDB: A classification method in imbalanced COVID dataset based on KmeansSMOTE and DeBERT.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Random Effect Bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Research on Intelligent Algorithm of Identity Authentication Based on Facial Features.
Wirel. Commun. Mob. Comput., 2021

FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation.
Proc. VLDB Endow., 2021

Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation.
Proc. VLDB Endow., 2021

GraphScope: A Unified Engine For Big Graph Processing.
Proc. VLDB Endow., 2021

Logistic Weighted Profile-Based Bi-Random Walk for Exploring MiRNA-Disease Associations.
J. Comput. Sci. Technol., 2021

Analysis of intelligent test paper generation method for online examination based on UML and particle swarm optimisation.
Int. J. Inf. Commun. Technol., 2021

Abnormal state recognition method for online intelligent examination based on improved genetic algorithm.
Int. J. Inf. Commun. Technol., 2021

Baihe: SysML Framework for AI-driven Databases.
CoRR, 2021

Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size.
CoRR, 2021

Guidance and Teaching Network for Video Salient Object Detection.
CoRR, 2021

IPCARF: improving lncRNA-disease association prediction using incremental principal component analysis feature selection and a random forest classifier.
BMC Bioinform., 2021

Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multifunctional stretchable sensor for detecting flow, strain and temperature.
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

Guidance And Teaching Network For Video Salient Object Detection.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Extreme Learning Machine Based on Double Kernel Risk-Sensitive Loss for Cancer Samples Classification.
Proceedings of the Intelligent Computing Theories and Application, 2021

Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Constrained Truth Discovery (Extended Abstract).
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Self-correcting Q-learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
LncRNA-Disease Associations Prediction Using Bipartite Local Model With Nearest Profile-Based Association Inferring.
IEEE J. Biomed. Health Informatics, 2020

A Wearable Human Motion Tracking Device Using Micro Flow Sensor Incorporating a Micro Accelerometer.
IEEE Trans. Biomed. Eng., 2020

Skin-inspired quadruple tactile sensors integrated on a robot hand enable object recognition.
Sci. Robotics, 2020

Unsupervised Optical Flow Estimation Based on Improved Feature Pyramid.
Neural Process. Lett., 2020

FSPN: A New Class of Probabilistic Graphical Model.
CoRR, 2020

Joint Nonnegative Matrix Factorization Based on Sparse and Graph Laplacian Regularization for Clustering and Co-Differential Expression Genes Analysis.
Complex., 2020

L<sub>2, 1</sub>-Extreme Learning Machine: An Efficient Robust Classifier for Tumor Classification.
Comput. Biol. Chem., 2020

A Method to Extract Motion Velocities of Limb and Trunk in Human Locomotion.
IEEE Access, 2020

Learning Efficient Parameter Server Synchronization Policies for Distributed SGD.
Proceedings of the 8th International Conference on Learning Representations, 2020

Ts-Fen: Probing Feature Selection Strategy for Face Anti-Spoofing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Research on the Development Model of Online Higher Education From the Perspective of Internet Thinking.
Proceedings of the CIPAE 2020: 2020 International Conference on Computers, 2020

An Improved RFID-based Authentication Protocol for Rail Transit.
Proceedings of the 14th IEEE International Conference on Big Data Science and Engineering, 2020

2019
ACCBN: ant-Colony-clustering-based bipartite network method for predicting long non-coding RNA-protein interactions.
BMC Bioinform., December, 2019

Fast diversified coherent core search on multi-layer graphs.
VLDB J., 2019

A Wearable Multifunctional Pulse Monitor Using Thermosensation-Based Flexible Sensors.
IEEE Trans. Biomed. Eng., 2019

AliGraph: A Comprehensive Graph Neural Network Platform.
Proc. VLDB Endow., 2019

A proportional odds model of human mobility and migration patterns.
Int. J. Geogr. Inf. Sci., 2019

Research on concurrency comparison modeling based on $$\uppi $$ π calculus in future computer technology.
Clust. Comput., 2019

Integrative graph regularized matrix factorization for drug-pathway associations analysis.
Comput. Biol. Chem., 2019

Motion Velocity, Acceleration and Energy Expenditure Estimation Using Micro Flow Sensor.
IEEE Access, 2019

An Integrated Robust Graph Regularized Non-negative Matrix Factorization for Multi-dimensional Genomic Data Analysis.
Proceedings of the Recent Advances in Data Science, 2019

Logic-Based Online Complex Event Rule Learning with Weight Optimization.
Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

Text Sentiment Analysis Based on Parallel Recursive Constituency Tree-LSTM.
Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

2018
A comparative performance analysis of evolutionary algorithms on $${\varvec{k}}$$ k -median and facility location problems.
Soft Comput., 2018

Towards Real-Time Service from Remote Sensing: Compression of Earth Observatory Video Data via Long-Term Background Referencing.
Remote. Sens., 2018

Cognitive Gravity Model Based Semi-Supervised Dimension Reduction.
Neural Process. Lett., 2018

Factorization machines and deep views-based co-training for improving answer quality prediction in online health expert question-answering services.
J. Biomed. Informatics, 2018

Predicting the quality of online health expert question-answering services with temporal features in a deep learning framework.
Neurocomputing, 2018

QuickIM: Efficient, Accurate and Robust Influence Maximization Algorithm on Billion-Scale Networks.
CoRR, 2018

Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method.
CoRR, 2018

An Asian Face Dataset and How Race Influences Face Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Dataset Refinement for Convolutional Neural Networks via Active Learning.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Dimensionality reduction via adjusting data distribution density.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Image Artistic Style Migration Based on Convolutional Neural Network.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Air Quality Index Forecasting Based on SVM and Moments.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Fast Rectangle Counting on Massive Networks.
Proceedings of the IEEE International Conference on Data Mining, 2018

Diversified Coherent Core Search on Multi-Layer Graphs.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Improving Convolutional Neural Networks Via Compacting Features.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Fast Quantum Clustering Approach for Cancer Gene Clustering.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Sparse Orthogonal Nonnegative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Tumor Samples.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
SimRank on Uncertain Graphs.
IEEE Trans. Knowl. Data Eng., 2017

A Miniature Aerosol Sensor for Detecting Polydisperse Airborne Ultrafine Particles.
Sensors, 2017

A FPGA-Based, Granularity-Variable Neuromorphic Processor and Its Application in a MIMO Real-Time Control System.
Sensors, 2017

Highly Sensitive Hot-Wire Anemometry Based on Macro-Sized Double-Walled Carbon Nanotube Strands.
Sensors, 2017

Micromachined Fluid Inertial Sensors.
Sensors, 2017

Truss decomposition of uncertain graphs.
Knowl. Inf. Syst., 2017

Towards efficient top-k reliability search on uncertain graphs.
Knowl. Inf. Syst., 2017

Sorting realization of well-ordered sets based on π-calculus.
J. Intell. Fuzzy Syst., 2017

Sparse Stochastic Online AUC Optimization for Imbalanced Streaming Data.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Online Multi-threshold Learning with Imbalanced Data Stream.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Ultra-miniaturized glucose biosensor using zinc oxide nanorod-based field effect transistor.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

Characteristic parameter estimation for individual cell based on dielectrophoresis movement.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

A hybrid intra refresh and reference selection scheme for mobile video coding.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Sharpness-preservation video upscaling.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
A Micro Aerosol Sensor for the Measurement of Airborne Ultrafine Particles.
Sensors, 2016

Self-Tuning Fully-Connected PID Neural Network System for Distributed Temperature Sensing and Control of Instrument with Multi-Modules.
Sensors, 2016

System Error Compensation Methodology Based on a Neural Network for a Micromachined Inertial Measurement Unit.
Sensors, 2016

Elimination of Drifts in Long-Duration Monitoring for Apnea-Hypopnea of Human Respiration.
Sensors, 2016

Quarter-Century Offshore Winds from SSM/I and WRF in the North Sea and South China Sea.
Remote. Sens., 2016

A Case Study of Land-Surface-Temperature Impact from Large-Scale Deployment of Wind Farms in China from Guazhou.
Remote. Sens., 2016

A vessel segmentation method for low contrast CT angiography image.
Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016

Gradient-based Sampling: An Adaptive Importance Sampling for Least-squares.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Wearable anemometer for 2D wind detection.
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Dual tri-axis accelerometers for monitoring physiological parameters of human body in sleep.
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

SimRank computation on uncertain graphs.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
Smart Sensing Strip Using Monolithically Integrated Flexible Flow Sensor for Noninvasively Monitoring Respiratory Flow.
Sensors, 2015

Offshore Wind Resources Assessment from Multiple Satellite Data and WRF Modeling over South China Sea.
Remote. Sens., 2015

基于用户行为记录的云服务隐私保护体系和算法 (Privacy-preserving Framework for Cloud Services Based on User Behavior).
计算机科学, 2015

Adaptive mode assignment in performance-critical cyber-physical systems.
Proceedings of the Sixteenth International Symposium on Quality Electronic Design, 2015

Top-k Reliability Search on Uncertain Graphs.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014
A Two-Dimensional Flow Sensor with Integrated Micro Thermal Sensing Elements and a Back Propagation Neural Network.
Sensors, 2014

Testing inequality constraints in a linear regression model with spherically symmetric disturbances.
J. Syst. Sci. Complex., 2014

Integration of micro sensors with mobile devices for monitoring vital signs of sleep apnea patients.
Proceedings of the 9th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2014

The design of Ambisonic reproduction system based on dynamic gain parameters.
Proceedings of the IEEE International Conference on Acoustics, 2014

The design of ambisonics decoders for irregular speaker array conforming to subjective perception.
Proceedings of the International Conference on Audio, 2014

The design of HOA irregular decoders based on the optimal symmetrical virtual microphone response.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Parallel Matrix Multiplication Algorithm Based on Vector Linear Combination Using MapReduce.
Proceedings of the IEEE Ninth World Congress on Services, 2013

Micro thermal flow sensors/systems on flexible PCB and extensive applications.
Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

Constructing a Novel Pos-neg Manifold for Global-Based Image Classification.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012
A Wireless Portable System With Microsensors for Monitoring Respiratory Diseases.
IEEE Trans. Biomed. Eng., 2012

Aircraft Aerodynamic Parameter Detection Using Micro Hot-Film Flow Sensor Array and BP Neural Network Identification.
Sensors, 2012

Learning a hierarchical image manifold for Web image classification.
J. Zhejiang Univ. Sci. C, 2012

Application of Improved Median Filter on Image Processing.
J. Comput., 2012

2011
Mining item-item and between-set correlated association rules.
J. Zhejiang Univ. Sci. C, 2011

Gene expression programming with multiple chromosomes.
Int. J. Model. Identif. Control., 2011

A novel hybrid model for image classification.
Int. J. Comput. Sci. Eng., 2011

A two-level strategy for segmenting center of interest from pictures.
Expert Syst. Appl., 2011

Research on the Distribution of Geomagnetic Daily Variation Along Some Station Chains in China.
Data Sci. J., 2011

Estimating the error variance after a pre-test for an interval restriction on the coefficients.
Comput. Stat. Data Anal., 2011

2010
Modeling and Experimental Study on Characterization of Micromachined Thermal Gas Inertial Sensors.
Sensors, 2010

Application of VRML in Distance Vocational Education.
Comput. Inf. Sci., 2010

Smart Wheelchair Navigation Based on User's Gaze on Destination.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Semantic Image Retrieval Based on Multiple-Instance Learning.
Proceedings of the ICDMW 2010, 2010

A Novel Image Classification Method Based on Double Manifold Learning.
Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

2009
A Flexible Flow Sensor System and Its Characteristics for Fluid Mechanics Measurements.
Sensors, 2009

Image Classification Approach Based on Manifold Learning in Web Image Mining.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
A Novel Micro Air Vehicle with Flexible Wing Integrated with On-board Electronic Devices.
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008

New Approach for Embedded Computer Numeric Control Development.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

2006
Linear grouping using orthogonal regression.
Comput. Stat. Data Anal., 2006

Collision-free Path Planning and Trajectory Generation for MAVs Flying in Urban Terrain.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2005
Development of Micro Air Vehicle Based on Aerodynamic Modeling Analysis in Tunnel Tests.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2000
A novel intelligent strategy for improving measurement precision of FOG.
IEEE Trans. Instrum. Meas., 2000

XML based interactive video and data services over cable.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000


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