Meihui Zhang

Orcid: 0000-0002-0752-9877

Affiliations:

Beijing Institute of Technology, Department Computer Science of Technology, China
Singapore University of Technology and Design, Singapore (2014 - 2017)
National University of Singapore, Singapore (PhD 2013)
Harbin Institute of Technology, Information Countermeasure Technique Research Institute, China (former)

According to our database¹, Meihui Zhang authored at least 111 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Front Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report.

[BibT_eX]

[DOI]

SIGMOD Rec., June, 2024

Front Matter.

[BibT_eX]

[DOI]

Meihui Zhang

Cyrus Shahabi

Proc. VLDB Endow., June, 2024

RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms.

[BibT_eX]

[DOI]

VLDB J., 2024

NeurDB: On the Design and Implementation of an AI-powered Autonomous Database.

[BibT_eX]

[DOI]

CoRR, 2024

NeurDB: An AI-powered Autonomous Data System.

[BibT_eX]

[DOI]

CoRR, 2024

VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

DMRNet: Effective Network for Accurate Discharge Medication Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

FC: Adaptive Atomic Commit via Failure Detection.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

LBSC: A Cost-Aware Caching Framework for Cloud Databases.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Applications and Challenges for Large Language Models: From Data Management Perspective.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

KEIM: Knowledge Graph Empowered Interpretable Model for Diagnosis Prediction.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

Knowledge-graph-enabled biomedical entity linking: a survey.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

Context-Aware Semantic Type Identification for Relational Attributes.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., July, 2023

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.

[BibT_eX]

[DOI]

SIGMOD Rec., June, 2023

A Survey on the Integration of Blockchains and Databases.

[BibT_eX]

[DOI]

Data Sci. Eng., June, 2023

A Survey on Deep Reinforcement Learning for Data Processing and Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

VeriBench: Analyzing the Performance of Database Systems with Verifiability.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

GlassDB: An Efficient Verifiable Ledger Database System Through Transparency.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

MINT: Detecting Fraudulent Behaviors from Time-series Relational Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions.

[BibT_eX]

[DOI]

CoRR, 2023

Pay "Attention" to Chart Images for What You Read on Text.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

The Metaverse Data Deluge: What Can We Do About It?

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Deep Co-Training for Cross-Modality Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.

[BibT_eX]

[DOI]

SIGMOD Rec., 2022

DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

LEDGERBENCH: A Framework for Benchmarking Ledger Databases.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2022

GlassDB: Practical Verifiable Ledger Database Through Transparency.

[BibT_eX]

[DOI]

CoRR, 2022

Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Serverless Data Science - Are We There Yet? A Case Study of Model Serving.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

OpenTFV: An Open Domain Table-Based Fact Verification System.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Semantics Driven Embedding Learning for Effective Entity Alignment.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

A Two-Phase Approach for Recognizing Tables with Complex Structures.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021

LineageChain: a fine-grained, secure and efficient data provenance system for blockchains.

[BibT_eX]

[DOI]

VLDB J., 2021

Improving Data Analytics with Fast and Adaptive Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Serverless Model Serving for Data Science.

[BibT_eX]

[DOI]

CoRR, 2021

Blockchains vs. Distributed Databases: Dichotomy and Fusion.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

ARM-Net: Adaptive Relation Modeling Network for Structured Data.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Learning Dynamic Coherence with Graph Attention Network for Biomedical Entity Linking.

[BibT_eX]

[DOI]

Mumeng Bo

Meihui Zhang

Proceedings of the International Joint Conference on Neural Networks, 2021

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

The Disruptions of 5G on Data-Driven Technologies and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Revealing Every Story of Data in Blockchain Systems.

[BibT_eX]

[DOI]

SIGMOD Rec., 2020

Spitz: A Verifiable Database System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.

[BibT_eX]

[DOI]

CoRR, 2020

Analysis of Indexing Structures for Immutable Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

A Transactional Perspective on Execute-order-validate Blockchains.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Cool, a COhort OnLine analytical processing system.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Fine-Grained, Secure and Efficient Data Provenance for Blockchain.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

5G: Agent for Further Digital Disruptive Transformations.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2019

Blockchains and Distributed Databases: a Twin Study.

[BibT_eX]

[DOI]

CoRR, 2019

Effective and Efficient Dropout for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Crowd Database Systems.

[BibT_eX]

[DOI]

Ju Fan

Meihui Zhang

Beng Chin Ooi

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Scaling distributed transaction processing and recovery based on dependency logging.

[BibT_eX]

[DOI]

VLDB J., 2018

Untangling Blockchain: A Data Processing View of Blockchain Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Rafiki: Machine Learning as an Analytics Service System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

REGAL+: Reverse Engineering SPJA Queries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Effective Temporal Dependence Discovery in Time Series Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Object-Level Representation Learning for Few-Shot Image Classification.

[BibT_eX]

[DOI]

CoRR, 2018

PANDA: Facilitating Usable AI Development.

[BibT_eX]

[DOI]

CoRR, 2018

Rafiki: Machine Learning as an Analytics Service System.

[BibT_eX]

[DOI]

CoRR, 2018

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.

[BibT_eX]

[DOI]

CoRR, 2018

Fine-grained Concept Linking using Neural Networks in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Continuous Proximity Detection via Predictive Safe Region Construction.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

A Comprehensive Performance Evaluation of Modern In-Memory Indices.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Adaptive Lightweight Regularization Tool for Complex Analytics.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases.

[BibT_eX]

[DOI]

Qian Lin

Gang Chen

Meihui Zhang

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

MSQL: efficient similarity search in metric spaces using SQL.

[BibT_eX]

[DOI]

VLDB J., 2017

Reverse Engineering Aggregation Queries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning.

[BibT_eX]

[DOI]

Guoliang Li

Meihui Zhang

Beng Chin Ooi

IEEE Data Eng. Bull., 2017

UStore: A Distributed Storage With Rich Semantics.

[BibT_eX]

[DOI]

CoRR, 2017

Cross-Domain Image Retrieval with Attention Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Big Healthcare Data Analytics: Challenges and Applications.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016

Deep Learning at Scale and at Ease.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2016

Exploiting Single-Threaded Model in Multi-Core In-Memory Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Database Meets Deep Learning: Challenges and Opportunities.

[BibT_eX]

[DOI]

SIGMOD Rec., 2016

2015

In-Memory Big Data Management and Processing: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

CrowdOp: Query Optimization for Declarative Crowdsourcing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems.

[BibT_eX]

[DOI]

CoRR, 2015

SINGA: A Distributed Deep Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2014

Contextual crowd intelligence.

[BibT_eX]

[DOI]

SIGKDD Explor., 2014

GEMINI: An Integrative Healthcare Analytics System.

[BibT_eX]

[DOI]

Zheng Jye Ling

Quoc Trung Tran

Ju Fan

Gerald Choon Huat Koh

Proc. VLDB Endow., 2014

A hybrid machine-crowdsourcing system for matching web tables.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Reverse engineering complex join queries.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

InfoGather+: semantic matching and annotation of numeric and time-varying attributes in web tables.

[BibT_eX]

[DOI]

Meihui Zhang

Kaushik Chakrabarti

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2012

CDAS: A Crowdsourcing Data Analytics System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Efficient Spatial Keyword Search in Trajectory Databases

[BibT_eX]

[DOI]

CoRR, 2012

2011

Automatic discovery of attributes in relational databases.

[BibT_eX]

[DOI]

Meihui Zhang

Marios Hadjieleftheriou

Beng Chin Ooi

Cecilia M. Procopiuc

Divesh Srivastava

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

A cross-service travel engine for trip planning.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

On Multi-Column Foreign Key Discovery.

[BibT_eX]

[DOI]

Meihui Zhang

Marios Hadjieleftheriou

Beng Chin Ooi

Cecilia M. Procopiuc

Divesh Srivastava

Proc. VLDB Endow., 2010

2009

Effectively Indexing Uncertain Moving Objects for Predictive Queries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

2008

A Face Image Database for Evaluating Out-of-Focus Blur.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

A Novel Facial Image Retrieval Algorithm Based on PLT-PCA.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008

Meihui Zhang

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