Rui Mao

Orcid: 0000-0002-3645-5520

Affiliations:
  • Shenzhen University, College of Computer Science and Software Engineering / National Engineering Laboratory for Big Data System Computing Technology, China
  • University of Texas at Austin, Center of Computational Biology and Bioinformatics, Department of Computer Sciences, TX, USA (PhD 2007)


According to our database1, Rui Mao authored at least 137 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Adaptive key partitioning in distributed stream processing.
CCF Trans. High Perform. Comput., April, 2024

Finding the key nodes to minimize the victims of the malicious information in complex network.
Knowl. Based Syst., 2024

Flexible drug-target interaction prediction with interactive information extraction and trade-off.
Expert Syst. Appl., 2024

Automatic String Data Validation with Pattern Discovery.
CoRR, 2024

Exploring Loss Landscapes through the Lens of Spin Glass Theory.
CoRR, 2024

Privacy-Enhanced Database Synthesis for Benchmark Publishing.
CoRR, 2024

Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors.
CoRR, 2024

Accelerating the Decentralized Federated Learning via Manipulating Edges.
Proceedings of the ACM on Web Conference 2024, 2024

Low-Latency Video Conferencing via Optimized Packet Routing and Reordering.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Tackling Cold Start in Serverless Computing with Multi-Level Container Reuse.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Modeling Personalized Retweeting Behaviors for Multi-Stage Cascade Popularity Prediction.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

FedCA: Federated learning based on classification layer alignment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

BClean: A Bayesian Data Cleaning System.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Boosting Write Performance of KV Stores: An NVM - Enabled Storage Collaboration Approach.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Rapper: A Parameter-Aware Repair-in-Memory Accelerator for Blockchain Storage Platform.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

CPCF: A Flexible Chunking and Proactive Insertion Cuckoo Filter.
Proceedings of the Database Systems for Advanced Applications, 2024

Leanor: A Learning-Based Accelerator for Efficient Approximate Nearest Neighbor Search via Reduced Memory Access.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Message from the ES-GBA 2024 Chairs: Organizing Committee.
Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency.
IEEE Trans. Knowl. Data Eng., August, 2023

Meta-Block: Exploiting Cross-Layer and Direct Storage Access for Decentralized Blockchain Storage Systems.
IEEE Trans. Computers, July, 2023

Dynamic Set Similarity Join: An Update Log Based Approach.
IEEE Trans. Knowl. Data Eng., April, 2023

Tidal-Tree-Mem: Toward Read-Intensive Key-Value Stores With Tidal Structure Based on LSM-Tree.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2023

Core Decomposition on Uncertain Graphs Revisited.
IEEE Trans. Knowl. Data Eng., 2023

Jointly Composite Feature Learning and Autism Spectrum Disorder Classification Using Deep Multi-Output Takagi-Sugeno-Kang Fuzzy Inference Systems.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation.
Proc. ACM Manag. Data, 2023

MG-ASTN: Multigraph Framework With Attentive Spatial-Temporal Networks for Crowd Mobility Prediction.
IEEE Internet Things J., 2023

Deep Multi-Input Multi-Stream Ordinal Model for age estimation: Based on spatial attention learning.
Future Gener. Comput. Syst., 2023

Low-Latency Video Conferencing System for Geo-Distributed Data Centers.
CoRR, 2023

Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection.
CoRR, 2023

Full Spatial Muscle Fiber Orientation Estimation From Ultrasound Images Using a Multitask Deformable Residual Neural Network.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Lift: Exploiting Hybrid Stacked Memory for Energy-Efficient Processing of Graph Convolutional Networks.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Adaptive Label Cleaning for Error Detection on Tabular Data.
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

TabMentor: Detect Errors on Tabular Data with Noisy Labels.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022
vChecker: an application-level demand-based co-scheduler for improving the performance of parallel jobs in Xen.
Wirel. Networks, 2022

FarSpot: Optimizing Monetary Cost for HPC Applications in the Cloud Spot Market.
IEEE Trans. Parallel Distributed Syst., 2022

I/O-Efficient Algorithms for Degeneracy Computation on Massive Networks.
IEEE Trans. Knowl. Data Eng., 2022

A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories.
IEEE Trans. Knowl. Data Eng., 2022

Semisupervised Feature Selection via Structured Manifold Learning.
IEEE Trans. Cybern., 2022

PVSensing: A Process-Variation-Aware Space Allocation Strategy for 3D NAND Flash Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

MAID-Q: Minimizing Tail Latency in Embedded Flash With SMR Disk via -Learning Model.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

GCIM: Toward Efficient Processing of Graph Convolutional Networks in 3D-Stacked Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

LMNNB: Two-in-One imbalanced classification approach by combining metric learning and ensemble learning.
Appl. Intell., 2022

Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Core Decomposition on Uncertain Graphs Revisited (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

A Joint Learning Framework for Restaurant Survival Prediction and Explanation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MU-RMW: Minimizing Unnecessary RMW Operations in the Embedded Flash with SMR Disk.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Work-in-Progress: Lark: A Learned Secondary Index Toward LSM-tree for Resource-Constrained Embedded Storage Systems.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022

2021
Accelerating Federated Learning Over Reliability-Agnostic Clients in Mobile Edge Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2021

A Dynamic Convolutional Neural Network Based Shared-Bike Demand Forecasting Model.
ACM Trans. Intell. Syst. Technol., 2021

SAFA: A Semi-Asynchronous Protocol for Fast Federated Learning With Low Overhead.
IEEE Trans. Computers, 2021

FedProf: Optimizing Federated Learning with Dynamic Data Profiling.
CoRR, 2021

A new deep learning method for displacement tracking from ultrasound RF signals of vascular walls.
Comput. Medical Imaging Graph., 2021

Consistent and Flexible Selectivity Estimation for High-Dimensional Data.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Dynamic Hub Labeling for Road Networks.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

LolliRAM: A Cross-Layer Design to Exploit Data Locality in Oblivious RAM.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020
Temperature-Aware Persistent Data Management for LSM-Tree on 3-D NAND Flash Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

DISK: A Distributed Framework for Single-Source SimRank with Accuracy Guarantee.
Proc. VLDB Endow., 2020

A novel handover detection model via frequent trajectory patterns mining.
Int. J. Mach. Learn. Cybern., 2020

WolfGraph: The edge-centric graph processing on GPU.
Future Gener. Comput. Syst., 2020

Consistent and Flexible Selectivity Estimation for High-dimensional Data.
CoRR, 2020

A novel transcranial ultrasound imaging method with diverging wave transmission and deep learning approach.
Comput. Methods Programs Biomed., 2020

SOTB: Semi-Supervised Oversampling Approach Based on Trigonal Barycenter Theory.
IEEE Access, 2020

A Deep Concept-aware Model for predicting and explaining restaurant future status.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Developing a Loss Prediction-based Asynchronous Stochastic Gradient Descent Algorithm for Distributed Training of Deep Neural Networks.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Towards Read-Intensive Key-Value Stores with Tidal Structure Based on LSM-Tree.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019
Privacy Regulation Aware Process Mapping in Geo-Distributed Cloud Data Centers.
IEEE Trans. Parallel Distributed Syst., 2019

A Performance Model for GPU Architectures that Considers On-Chip Resources: Application to Medical Image Registration.
IEEE Trans. Parallel Distributed Syst., 2019

Passivity-Based Leader-Following Consensus Control for Nonlinear Multi-Agent Systems with Fixed and Switching Topologies.
IEEE Trans. Netw. Sci. Eng., 2019

Efficient Structural Clustering on Probabilistic Graphs.
IEEE Trans. Knowl. Data Eng., 2019

SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead.
CoRR, 2019

FPGA-Based Parallel Multi-Core GZIP Compressor in HDFS.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

RNC: Reliable Network Property Classifier Based on Graph Embedding.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

A novel transcranial ultrasound imaging method with diverging wave.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

PATCH: Process-Variation-Resilient Space Allocation for Open-Channel SSD with 3D Flash.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Structured Spectral Clustering of PurTree Data.
Proceedings of the Database Systems for Advanced Applications, 2019

Viscoelasticity Measurements of knee Muscles with Simulated Knee Osteoarthritis Treated by Novel Chinese Medicine: A Preliminary Study.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Optimally Removing Synchronization Overhead for CNNs in Three-Dimensional Neuromorphic Architecture.
IEEE Trans. Ind. Electron., 2018

Discovering Hierarchical Subgraphs of K-Core-Truss.
Data Sci. Eng., 2018

WebGlusterFS: A web-based administration tool for GlusterFS with resource assignment for various storage demands.
Comput. Ind., 2018

An Optimized MBE Algorithm on Sparse Bipartite Graphs.
Proceedings of the Smart Computing and Communication - Third International Conference, 2018

Data Fine-Pruning: A Simple Way to Accelerate Neural Network Training.
Proceedings of the Network and Parallel Computing, 2018

A Comprehensive Performance Evaluation of Modern In-Memory Indices.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

vPlacer: A Co-scheduler for Optimizing the Performance of Parallel Jobs in Xen.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Coherence Plane-Wave Compounding with Angle Coherence Factor for Ultrafast Ultrasound Imaging.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Geographical Relevance Model for Long Tail Point-of-Interest Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Efficient distance-based representative skyline computation in 2D space.
World Wide Web, 2017

Finding influential communities in massive networks.
VLDB J., 2017

P-Alloc: Process-Variation Tolerant Reliability Management for 3D Charge-Trapping Flash Memory.
ACM Trans. Embed. Comput. Syst., 2017

A parallel computing framework for big data.
Frontiers Comput. Sci., 2017

Hidden space reconstruction inspires link prediction in complex networks.
CoRR, 2017

Information mining in weighted complex networks with nonlinear rating projection.
Commun. Nonlinear Sci. Numer. Simul., 2017

Stealth-ACK: stealth transmissions of NoC acknowledgements.
Sci. China Inf. Sci., 2017

Discovering Hierarchical Subgraphs of K-Core-Truss.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Incremental Structural Clustering for Dynamic Networks.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

A Cost-Effective Wide-Sense Nonblocking k-Fold Multicast Network.
Proceedings of the Parallel Architecture, Algorithm and Programming, 2017

SLC25A36 and ZFAND5 Expression Levels Altered by the Interaction of EtOH Dosage and Exposure Time in Human Dental Pulp Stem Cells.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Alcohol-Induced Differential Variable Genes.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016
The Edge Weight Computation with MapReduce for Extracting Weighted Graphs.
IEEE Trans. Parallel Distributed Syst., 2016

Recursive Stratified Sampling: A New Framework for Query Evaluation on Uncertain Graphs.
IEEE Trans. Knowl. Data Eng., 2016

Optimal Multi-Meeting-Point Route Search.
IEEE Trans. Knowl. Data Eng., 2016

Index Based Hidden Outlier Detection in Metric Space.
Sci. Program., 2016

Pivot selection for metric-space indexing.
Int. J. Mach. Learn. Cybern., 2016

Hilbert Index-based Outlier Detection Algorithm in Metric Space.
Int. J. Grid High Perform. Comput., 2016

Efficient and Progressive Group Steiner Tree Search.
Proceedings of the 2016 International Conference on Management of Data, 2016

SVM Based Predictive Model for SGA Detection.
Proceedings of the Inclusive Smart Cities and Digital Health, 2016

2015
Influential Community Search in Large Networks.
Proc. VLDB Endow., 2015

FR-KECA: Fuzzy robust kernel entropy component analysis.
Neurocomputing, 2015

Overcoming the challenge of variety: big data abstraction, the next evolution of data management for AAL communication systems.
IEEE Commun. Mag., 2015

A real time displacement estimation algorithm for ultrasound elastography.
Comput. Ind., 2015

Diversity-aware retrieval of medical records.
Comput. Ind., 2015

On random walk based graph sampling.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Efficient Algorithms for Distance-Based Representative Skyline Computation in 2D Space.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
Fine-Grained Localization for Multiple Transceiver-Free Objects by using RF-Based Technologies.
IEEE Trans. Parallel Distributed Syst., 2014

Efficient Core Maintenance in Large Dynamic Graphs.
IEEE Trans. Knowl. Data Eng., 2014

Speed Up Distance-Based Similarity Query Using Multiple Threads.
Proceedings of the Sixth International Symposium on Parallel Architectures, 2014

Efficient and accurate query evaluation on uncertain graphs via recursive stratified sampling.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

An Inclusion Rule for Vantage Point Tree Range Query Processing.
Proceedings of the Human Centered Computing - First International Conference, 2014

Methods to monitor process's Spatial and temporal consumption.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

On Data Partitioning in Tree Structure Metric-Space Indexes.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
An On-demand Serialization Mechanism for Trees.
Proceedings of the Pervasive Computing and the Networked World, 2013

GPU-accelerated adaptive compression framework for genomics data.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Pivot selection: Dimension reduction for distance-based indexing.
J. Discrete Algorithms, 2012

Quantitative Imaging of Young's Modulus of Soft Tissues from Ultrasound Water Jet Indentation: A Finite Element Study.
Comput. Math. Methods Medicine, 2012

2011
Relay node placement based on balancing power consumption in wireless sensor networks.
IET Wirel. Sens. Syst., 2011

2010
Approximation algorithm for minimizing relay node placement in wireless sensor networks.
Sci. China Inf. Sci., 2010

An inverted index for mass spectra similarity query and comparison with a metric-space method: case study.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

Dimension reduction for distance-based indexing.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

A Novel Model and a Simulation Tool for Churn of P2P Network.
Proceedings of the 2010 International Conference on Parallel and Distributed Computing, 2010

2008
Anytime k-nearest neighbor search for database applications.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

2006
A fast coarse filtering method for peptide identification by mass spectrometry.
Bioinform., 2006

On Integrating Peptide Sequence Analysis and Relational Distance-Based Indexing.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

2005
An Assessment of a Metric Space Database Index to Support Sequence Homology.
Int. J. Artif. Intell. Tools, 2005

On Optimizing Distance-Based Similarity Search for Biological Databases.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005

Case Study: Distance-Based Image Retrieval in the MoBIoS DBMS.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005

2004
Biosequence Use Cases in MoBIoS SQL.
IEEE Data Eng. Bull., 2004

2003
MoBIoS: A Metric-Space DBMS to Support Biological Discovery.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003


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