Anatomy-guided slice-description interaction for multimodal brain disease diagnosis based on 3D image and radiological report. - Gao, Xin; Zhang, Meihui; Li, Junjie; Zhao, Shanbo; Zhuo, Zhizheng; Qu, Liying; Weng, Jinyuan; Chai, Li; Duan, Yunyun; Ye, Chuyang; Liu, Yaou (Comput. Medical Imaging Graph., 2025)

NeurBench: Benchmarking Learned Database Components with Data and Workload Drift Modeling. - Zhao, Zhanhao; Gao, Haotian; Xing, Naili; Zeng, Lingze; Zhang, Meihui; Chen, Gang; Rigger, Manuel; Ooi, Beng Chin (CoRR, 2025)

NeurDB: an AI-powered autonomous data system. - Ooi, Beng Chin; Cai, Shaofeng; Chen, Gang; Shen, Yanyan; Tan, Kian-Lee; Wu, Yuncheng; Xiao, Xiaokui; Xing, Naili; Yue, Cong; Zeng, Lingze; Zhang, Meihui; Zhao, Zhanhao (Sci. China Inf. Sci., 2024)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2024)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2024)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2024)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2024)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus; Fan, Ju; Cao, Yang; Ding, Xiaoou; Srivastava, Divesh; Tatbul, Nesime; Amer-Yahia, Sihem; Tong, Yongxin; Wu, Yuncheng; Xiong, Li; Grust, Torsten; et al. (Proc. VLDB Endow., 2024)

Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. - Amer-Yahia, Sihem; Agrawal, Divyakant; Amsterdamer, Yael; Bhowmick, Sourav S.; Borovica-Gajic, Renata; Camacho-Rodríguez, Jesús; Cao, Jinli; Catania, Barbara; Chrysanthis, Panos K.; Curino, Carlo; Abbadi, Amr El; Floratou, Avrilia; et al. (SIGMOD Rec., 2024)

Managing Metaverse Data Tsunami: Actionable Insights. - Zhang, Bingxue; Chen, Gang; Ooi, Beng Chin; Shou, Mike Zheng; Tan, Kian-Lee; Tung, Anthony K. H.; Xiao, Xiaokui; Yip, James Wei Luen; Zhang, Meihui (IEEE Trans. Knowl. Data Eng., 2024)

RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms. - Zhao, Hongyao; Li, Jingyao; Lu, Wei; Zhang, Qian; Yang, Wanqing; Zhong, Jiajia; Zhang, Meihui; Li, Haixiang; Du, Xiaoyong; Pan, Anqun (VLDB J., 2024)

MedMM: A Multimodal Fusion Framework for 3D Medical Image Classification with Multigranular Text Guidance. - Zhao, Shanbo; Zhang, Meihui; Zhu, Xiaoqin; Li, Junjie; Duan, Yunyun; Zhuo, Zhizheng; Liu, Yaou; Ye, Chuyang (2024)

Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary. - Zhang, Chi; Chen, Tao; Chen, Jiehao; Wang, Hao; Shi, Jiyun; Luo, Zhaojing; Zhang, Meihui (2024)

MG-CTG: A Framework for Controllable Text Generation Across Multiple Granularities. - Gu, Xiao; Luo, Zhaojing; Zhang, Meihui (2024)

KEIM: Knowledge Graph Empowered Interpretable Model for Diagnosis Prediction. - Luo, Zhaojing; Zhang, Chi; Wang, Hao; Shi, Jiyun; Zhang, Meihui (2024)

FC: Adaptive Atomic Commit via Failure Detection. - Pan, Hexiang; Ta, Quang-Trung; Zhang, Meihui; Zhao, Zhanhao; Chee, Yeow Meng; Chen, Gang; Ooi, Beng Chin (2024)

DMRNet: Effective Network for Accurate Discharge Medication Recommendation. - Shi, Jiyun; Wang, Yuqiao; Zhang, Chi; Luo, Zhaojing; Chai, Chengliang; Zhang, Meihui (2024)

Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration. - Huang, Peng; Zhang, Meihui; Zhong, Ziyue; Chai, Chengliang; Fan, Ju (2024)

A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data. - Yang, Xu; Zhang, Meihui; Fan, Ju; Luo, Zeyu; Yang, Yuxin (2024)

LBSC: A Cost-Aware Caching Framework for Cloud Databases. - Ji, Zhaoxuan; Xie, Zhongle; Wu, Yuncheng; Zhang, Meihui (2024)

Applications and Challenges for Large Language Models: From Data Management Perspective. - Zhang, Meihui; Ji, Zhaoxuan; Luo, Zhaojing; Wu, Yuncheng; Chai, Chengliang (2024)

VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. - Xiao, Fei; Cai, Shaofeng; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Zhang, Meihui (2024)

NeurDB: An AI-powered Autonomous Data System. - Ooi, Beng Chin; Cai, Shaofeng; Chen, Gang; Tan, Kian-Lee; Wu, Yuncheng; Xiao, Xiaokui; Xing, Naili; Yue, Cong; Zeng, Lingze; Zhang, Meihui; Zhao, Zhanhao (CoRR, 2024)

VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. - Xiao, Fei; Cai, Shaofeng; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Zhang, Meihui (CoRR, 2024)

NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. - Zhao, Zhanhao; Cai, Shaofeng; Gao, Haotian; Pan, Hexiang; Xiang, Siqi; Xing, Naili; Chen, Gang; Ooi, Beng Chin; Shen, Yanyan; Wu, Yuncheng; Zhang, Meihui (CoRR, 2024)

A Comprehensive Study of Shapley Value in Data Analytics. - Lin, Hong; Wan, Shixin; Xie, Zhongle; Chen, Ke; Zhang, Meihui; Shou, Lidan; Chen, Gang (CoRR, 2024)

A Survey on the Integration of Blockchains and Databases. - Zhu, Changhao; Li, Junzhe; Zhong, Ziyue; Yue, Cong; Zhang, Meihui (Data Sci. Eng., 2023)

Context-Aware Semantic Type Identification for Relational Attributes. - Ding, Yue; Guo, Yuhe; Lu, Wei; Li, Haixiang; Zhang, Meihui; Li, Hui; Pan, Anqun; Du, Xiaoyong (J. Comput. Sci. Technol., 2023)

FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data. - Fu, Rui; Wu, Yuncheng; Xu, Quanqing; Zhang, Meihui (Proc. ACM Manag. Data, 2023)

GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. - Yue, Cong; Dinh, Tien Tuan Anh; Xie, Zhongle; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin; Xiao, Xiaokui (Proc. VLDB Endow., 2023)

VeriBench: Analyzing the Performance of Database Systems with Verifiability. - Yue, Cong; Zhang, Meihui; Zhu, Changhao; Chen, Gang; Loghin, Dumitrel; Ooi, Beng Chin (Proc. VLDB Endow., 2023)

Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. - Wu, Yuncheng; Xing, Naili; Chen, Gang; Dinh, Tien Tuan Anh; Luo, Zhaojing; Ooi, Beng Chin; Xiao, Xiaokui; Zhang, Meihui (Proc. VLDB Endow., 2023)

MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. - Xiao, Fei; Wu, Yuncheng; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (Proc. VLDB Endow., 2023)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2023)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2023)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2023)

Front Matter. - Zhang, Meihui; Shahabi, Cyrus (Proc. VLDB Endow., 2023)

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. - Amer-Yahia, Sihem; Agrawal, Divyakant; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Borovica-Gajic, Renata; Camacho-Rodríguez, Jesús; Catania, Barbara; Chrysanthis, Panos K.; Curino, Carlo; Darmont, Jérôme; Dobbie, Gillian; et al. (SIGMOD Rec., 2023)

A Survey on Deep Reinforcement Learning for Data Processing and Analytics. - Cai, Qingpeng; Cui, Can; Xiong, Yiyuan; Wang, Wei; Xie, Zhongle; Zhang, Meihui (IEEE Trans. Knowl. Data Eng., 2023)

Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems. - Zhao, Zhanhao; Zhao, Hongyao; Zhuang, Qiyu; Lu, Wei; Li, Haixiang; Zhang, Meihui; Pan, Anqun; Du, Xiaoyong (IEEE Trans. Knowl. Data Eng., 2023)

Knowledge-graph-enabled biomedical entity linking: a survey. - Shi, Jiyun; Yuan, Zhimeng; Guo, Wenxuan; Ma, Chen; Chen, Jiehao; Zhang, Meihui (World Wide Web (WWW), 2023)

Deep Co-Training for Cross-Modality Medical Image Segmentation. - Zhu, Lei; Chan, Ling Ling; Ng, Teck Khim; Zhang, Meihui; Ooi, Beng Chin (2023)

PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning. - Zhang, Jianing; Luo, Zhaojing; Xu, Quanqing; Zhang, Meihui (2023)

The Metaverse Data Deluge: What Can We Do About It? - Ooi, Beng Chin; Chen, Gang; Shou, Mike Zheng; Tan, Kian-Lee; Tung, Anthony K. H.; Xiao, Xiaokui; Yip, James Wei Luen; Zhang, Bingxue; Zhang, Meihui (2023)

ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection. - Wang, Huazhang; Luo, Zhaojing; Yip, James Wei Luen; Ye, Chuyang; Zhang, Meihui (2023)

Pay "Attention" to Chart Images for What You Read on Text. - Yang, Chenyu; Fan, Ruixue; Tang, Nan; Zhang, Meihui; Zhao, Xiaoman; Fan, Ju; Du, Xiaoyong (2023)

FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions. - Pan, Hexiang; Ta, Quang-Trung; Zhang, Meihui; Chee, Yeow Meng; Chen, Gang; Ooi, Beng Chin (CoRR, 2023)

LEDGERBENCH: A Framework for Benchmarking Ledger Databases. - Zhang, Meihui; Yue, Cong; Zhu, Changhao; Zhong, Ziyue (IEEE Data Eng. Bull., 2022)

DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. - Zheng, Kaiping; Cai, Shaofeng; Chua, Horng Ruey; Herschel, Melanie; Zhang, Meihui; Ooi, Beng Chin (Proc. VLDB Endow., 2022)

Diversity and Inclusion Activities in Database Conferences: A 2021 Report. - Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, Philippe; Borovica-Gajic, Renata; Catania, Barbara; Cerquitelli, Tania; Chiusano, Silvia; Chrysanthis, Panos K.; Curino, Carlo; Darmont, Jérôme; et al. (SIGMOD Rec., 2022)

SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT. - Meng, Ling-Ze; Yao, Chang; Zhang, Meihui; Xie, Zhongle (2022)

A Two-Phase Approach for Recognizing Tables with Complex Structures. - Li, Huichao; Meng, Ling-Ze; Zhang, Weiyu; Zhang, Jianing; Fan, Ju; Zhang, Meihui (2022)

Semantics Driven Embedding Learning for Effective Entity Alignment. - Zhong, Ziyue; Zhang, Meihui; Fan, Ju; Dou, Chenxiao (2022)

Serverless Data Science - Are We There Yet? A Case Study of Model Serving. - Wu, Yuncheng; Dinh, Tien Tuan Anh; Hu, Guoyu; Zhang, Meihui; Chee, Yeow Meng; Ooi, Beng Chin (2022)

OpenTFV: An Open Domain Table-Based Fact Verification System. - Gu, Zihui; Fan, Ruixue; Zhao, Xiaoman; Zhang, Meihui; Fan, Ju; Du, Xiaoyong (2022)

The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander? - Ailamaki, Anastasia; Battle, Leilani; Gehrke, Johannes; Kitsuregawa, Masaru; Maier, David; Ré, Christopher; Zhang, Meihui; Balazinska, Magdalena (2022)

Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022, Edinburgh, UK, March 29 - April 1, 2022. (OpenProceedings.org, 2022)

Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective. - Ooi, Beng Chin; Tan, Kian-Lee; Tung, Anthony K. H.; Chen, Gang; Shou, Mike Zheng; Xiao, Xiaokui; Zhang, Meihui (CoRR, 2022)

GlassDB: Practical Verifiable Ledger Database Through Transparency. - Yue, Cong; Dinh, Tien Tuan Anh; Xie, Zhongle; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin; Xiao, Xiaokui (CoRR, 2022)

Improving Data Analytics with Fast and Adaptive Regularization. - Luo, Zhaojing; Cai, Shaofeng; Chen, Gang; Gao, Jinyang; Lee, Wang-Chien; Ngiam, Kee Yuan; Zhang, Meihui (IEEE Trans. Knowl. Data Eng., 2021)

LineageChain: a fine-grained, secure and efficient data provenance system for blockchains. - Ruan, Pingcheng; Dinh, Tien Tuan Anh; Lin, Qian; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (VLDB J., 2021)

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. - Luo, Zhaojing; Yeung, Sai Ho; Zhang, Meihui; Zheng, Kaiping; Zhu, Lei; Chen, Gang; Fan, Feiyi; Lin, Qian; Ngiam, Kee Yuan; Ooi, Beng Chin (2021)

Learning Dynamic Coherence with Graph Attention Network for Biomedical Entity Linking. - Bo, Mumeng; Zhang, Meihui (2021)

Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation. - Zhu, Lei; Yang, Kaiyuan; Zhang, Meihui; Chan, Ling Ling; Ng, Teck Khim; Ooi, Beng Chin (2021)

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. - Xing, Naili; Yeung, Sai Ho; Cai, Chenghao; Ng, Teck Khim; Wang, Wei; Yang, Kaiyuan; Yang, Nan; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (2021)

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. - Zhu, Lei; Luo, Zhaojing; Wang, Wei; Zhang, Meihui; Chen, Gang; Zheng, Kaiping (2021)

ARM-Net: Adaptive Relation Modeling Network for Structured Data. - Cai, Shaofeng; Zheng, Kaiping; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Zhang, Meihui (2021)

Blockchains vs. Distributed Databases: Dichotomy and Fusion. - Ruan, Pingcheng; Dinh, Tien Tuan Anh; Loghin, Dumitrel; Zhang, Meihui; Chen, Gang; Lin, Qian; Ooi, Beng Chin (2021)

AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. - Cui, Can; Wang, Wei; Zhang, Meihui; Chen, Gang; Luo, Zhaojing; Ooi, Beng Chin (2021)

Serverless Model Serving for Data Science. - Wu, Yuncheng; Dinh, Tien Tuan Anh; Hu, Guoyu; Zhang, Meihui; Chee, Yeow Meng; Ooi, Beng Chin (CoRR, 2021)

AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. - Cui, Can; Wang, Wei; Zhang, Meihui; Chen, Gang; Luo, Zhaojing; Ooi, Beng Chin (CoRR, 2021)

ARM-Net: Adaptive Relation Modeling Network for Structured Data. - Cai, Shaofeng; Zheng, Kaiping; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Zhang, Meihui (CoRR, 2021)

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. - Xing, Naili; Yeung, Sai Ho; Cai, Chenghao; Ng, Teck Khim; Wang, Wei; Yang, Kaiyuan; Yang, Nan; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (CoRR, 2021)

A Survey on Deep Reinforcement Learning for Data Processing and Analytics. - Cai, Qingpeng; Cui, Can; Xiong, Yiyuan; Wang, Wei; Xie, Zhongle; Zhang, Meihui (CoRR, 2021)

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. - Zhu, Lei; Luo, Zhaojing; Wang, Wei; Zhang, Meihui; Chen, Gang; Zheng, Kaiping (CoRR, 2021)

Spitz: A Verifiable Database System. - Zhang, Meihui; Xie, Zhongle; Yue, Cong; Zhong, Ziyue (Proc. VLDB Endow., 2020)

Revealing Every Story of Data in Blockchain Systems. - Ruan, Pingcheng; Dinh, Tien Tuan Anh; Lin, Qian; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (SIGMOD Rec., 2020)

The Disruptions of 5G on Data-Driven Technologies and Applications. - Loghin, Dumitrel; Cai, Shaofeng; Chen, Gang; Dinh, Tien Tuan Anh; Fan, Feiyi; Lin, Qian; Ng, Janice; Ooi, Beng Chin; Sun, Xutao; Ta, Quang-Trung; Wang, Wei; Xiao, Xiaokui; et al. (IEEE Trans. Knowl. Data Eng., 2020)

Cool, a COhort OnLine analytical processing system. - Xie, Zhongle; Ying, Hongbin; Yue, Cong; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (2020)

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. - Lin, Qian; Yang, Kaiyuan; Dinh, Tien Tuan Anh; Cai, Qingchao; Chen, Gang; Ooi, Beng Chin; Ruan, Pingcheng; Wang, Sheng; Xie, Zhongle; Zhang, Meihui; Vandans, Olafs (2020)

A Transactional Perspective on Execute-order-validate Blockchains. - Ruan, Pingcheng; Loghin, Dumitrel; Ta, Quang-Trung; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (2020)

Analysis of Indexing Structures for Immutable Data. - Yue, Cong; Xie, Zhongle; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin; Wang, Sheng; Xiao, Xiaokui (2020)

Analysis of Indexing Structures for Immutable Data. - Yue, Cong; Xie, Zhongle; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin; Wang, Sheng; Xiao, Xiaokui (CoRR, 2020)

A Transactional Perspective on Execute-order-validate Blockchains. - Ruan, Pingcheng; Loghin, Dumitrel; Ta, Quang-Trung; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin (CoRR, 2020)

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. - Lin, Qian; Yang, Kaiyuan; Dinh, Tien Tuan Anh; Cai, Qingchao; Chen, Gang; Ooi, Beng Chin; Ruan, Pingcheng; Wang, Sheng; Xie, Zhongle; Zhang, Meihui; Vandans, Olafs (CoRR, 2020)

Spitz: A Verifiable Database System. - Zhang, Meihui; Xie, Zhongle; Yue, Cong; Zhong, Ziyue (CoRR, 2020)

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. - Luo, Zhaojing; Yeung, Sai Ho; Zhang, Meihui; Zheng, Kaiping; Chen, Gang; Fan, Feiyi; Lin, Qian; Ngiam, Kee Yuan; Ooi, Beng Chin (CoRR, 2020)

5G: Agent for Further Digital Disruptive Transformations. - Ooi, Beng Chin; Chen, Gang; Loghin, Dumitrel; Wang, Wei; Zhang, Meihui (IEEE Data Eng. Bull., 2019)

Fine-Grained, Secure and Efficient Data Provenance for Blockchain. - Ruan, Pingcheng; Chen, Gang; Dinh, Tien Tuan Anh; Lin, Qian; Ooi, Beng Chin; Zhang, Meihui (Proc. VLDB Endow., 2019)

Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems. - Lu, Wei; Shen, Yanyan; Wang, Tongtong; Zhang, Meihui; Jagadish, H. V.; Du, Xiaoyong (IEEE Trans. Knowl. Data Eng., 2019)

Effective and Efficient Dropout for Deep Convolutional Neural Networks. - Cai, Shaofeng; Gao, Jinyang; Zhang, Meihui; Wang, Wei; Chen, Gang; Ooi, Beng Chin (CoRR, 2019)

Database Meets Deep Learning: Challenges and Opportunities. - Wang, Wei; Zhang, Meihui; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Tan, Kian-Lee (CoRR, 2019)

The Disruptions of 5G on Data-driven Technologies and Applications. - Loghin, Dumitrel; Cai, Shaofeng; Chen, Gang; Dinh, Tien Tuan Anh; Fan, Feiyi; Lin, Qian; Ng, Janice; Ooi, Beng Chin; Sun, Xutao; Ta, Quang-Trung; Wang, Wei; Xiao, Xiaokui; et al. (CoRR, 2019)

5G: Agent for Further Digital Disruptive Transformations. - Ooi, Beng Chin; Chen, Gang; Loghin, Dumitrel; Wang, Wei; Zhang, Meihui (CoRR, 2019)

Blockchains and Distributed Databases: a Twin Study. - Ruan, Pingcheng; Chen, Gang; Dinh, Tien Tuan Anh; Lin, Qian; Loghin, Dumitrel; Ooi, Beng Chin; Zhang, Meihui (CoRR, 2019)

Effective Temporal Dependence Discovery in Time Series Data. - Cai, Qingchao; Xie, Zhongle; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Zhang, Meihui (Proc. VLDB Endow., 2018)

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. - Wang, Sheng; Dinh, Tien Tuan Anh; Lin, Qian; Xie, Zhongle; Zhang, Meihui; Cai, Qingchao; Chen, Gang; Ooi, Beng Chin; Ruan, Pingcheng (Proc. VLDB Endow., 2018)

REGAL+: Reverse Engineering SPJA Queries. - Tan, Wei Chit; Zhang, Meihui; Elmeleegy, Hazem; Srivastava, Divesh (Proc. VLDB Endow., 2018)

Rafiki: Machine Learning as an Analytics Service System. - Wang, Wei; Gao, Jinyang; Zhang, Meihui; Wang, Sheng; Chen, Gang; Ng, Teck Khim; Ooi, Beng Chin; Shao, Jie; Reyad, Moaz (Proc. VLDB Endow., 2018)

Untangling Blockchain: A Data Processing View of Blockchain Systems. - Dinh, Tien Tuan Anh; Liu, Rui; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin; Wang, Ji (IEEE Trans. Knowl. Data Eng., 2018)

Scaling distributed transaction processing and recovery based on dependency logging. - Yao, Chang; Zhang, Meihui; Lin, Qian; Ooi, Beng Chin; Xu, Jiatao (VLDB J., 2018)

Adaptive Lightweight Regularization Tool for Complex Analytics. - Luo, Zhaojing; Cai, Shaofeng; Gao, Jinyang; Zhang, Meihui; Ngiam, Kee Yuan; Chen, Gang; Lee, Wang-Chien (2018)

Continuous Proximity Detection via Predictive Safe Region Construction. - Xu, Ying; Zhang, Dongxiang; Zhang, Meihui; Li, Dongsheng; Wang, Xiaoling; Shen, Heng Tao (2018)

A Comprehensive Performance Evaluation of Modern In-Memory Indices. - Xie, Zhongle; Cai, Qingchao; Chen, Gang; Mao, Rui; Zhang, Meihui (2018)

On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases. - Lin, Qian; Chen, Gang; Zhang, Meihui (2018)

Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis. - Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Elovici, Yuval; Zhou, Xiaofang (2018)

Fine-grained Concept Linking using Neural Networks in Healthcare. - Dai, Jian; Zhang, Meihui; Chen, Gang; Fan, Ju; Ngiam, Kee Yuan; Ooi, Beng Chin (2018)

Crowd Database Systems. - Fan, Ju; Zhang, Meihui; Ooi, Beng Chin (2018)

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. - Wang, Sheng; Dinh, Tien Tuan Anh; Lin, Qian; Xie, Zhongle; Zhang, Meihui; Cai, Qingchao; Chen, Gang; Fu, Wanzeng; Ooi, Beng Chin; Ruan, Pingcheng (CoRR, 2018)

Rafiki: Machine Learning as an Analytics Service System. - Wang, Wei; Wang, Sheng; Gao, Jinyang; Zhang, Meihui; Chen, Gang; Ng, Teck Khim; Ooi, Beng Chin (CoRR, 2018)

PANDA: Facilitating Usable AI Development. - Gao, Jinyang; Wang, Wei; Zhang, Meihui; Chen, Gang; Jagadish, H. V.; Li, Guoliang; Ng, Teck Khim; Ooi, Beng Chin; Wang, Sheng; Zhou, Jingren (CoRR, 2018)

Object-Level Representation Learning for Few-Shot Image Classification. - Long, Liangqu; Wang, Wei; Wen, Jun; Zhang, Meihui; Lin, Qian; Ooi, Beng Chin (CoRR, 2018)

Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning. - Li, Guoliang; Zhang, Meihui; Ooi, Beng Chin (IEEE Data Eng. Bull., 2017)

Reverse Engineering Aggregation Queries. - Tan, Wei Chit; Zhang, Meihui; Elmeleegy, Hazem; Srivastava, Divesh (Proc. VLDB Endow., 2017)

MSQL: efficient similarity search in metric spaces using SQL. - Lu, Wei; Hou, Jiajia; Yan, Ying; Zhang, Meihui; Du, Xiaoyong; Moscibroda, Thomas (VLDB J., 2017)

Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation. - Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Zhou, Xiaofang; Sadiq, Shazia (2017)

Cross-Domain Image Retrieval with Attention Modeling. - Ji, Xin; Wang, Wei; Zhang, Meihui; Yang, Yang (2017)

Big Healthcare Data Analytics: Challenges and Applications. - Lee, Chonho; Luo, Zhaojing; Ngiam, Kee Yuan; Zhang, Meihui; Zheng, Kaiping; Chen, Gang; Ooi, Beng Chin; Yip, James Wei Luen (2017)

UStore: A Distributed Storage With Rich Semantics. - Dinh, Tien Tuan Anh; Wang, Ji; Wang, Sheng; Chen, Gang; Chin, Wei-Ngan; Lin, Qian; Ooi, Beng Chin; Ruan, Pingcheng; Tan, Kian-Lee; Xie, Zhongle; Zhang, Hao; Zhang, Meihui (CoRR, 2017)

Scaling Distributed Transaction Processing and Recovery based on Dependency Logging. - Yao, Chang; Zhang, Meihui; Lin, Qian; Ooi, Beng Chin; Xu, Jiatao (CoRR, 2017)

Untangling Blockchain: A Data Processing View of Blockchain Systems. - Dinh, Tien Tuan Anh; Liu, Rui; Zhang, Meihui; Chen, Gang; Ooi, Beng Chin; Wang, Ji (CoRR, 2017)

Cross-Domain Image Retrieval with Attention Modeling. - Ji, Xin; Wang, Wei; Zhang, Meihui; Yang, Yang (CoRR, 2017)

Database Meets Deep Learning: Challenges and Opportunities. - Wang, Wei; Zhang, Meihui; Chen, Gang; Jagadish, H. V.; Ooi, Beng Chin; Tan, Kian-Lee (SIGMOD Rec., 2016)

Exploiting Single-Threaded Model in Multi-Core In-Memory Systems. - Yao, Chang; Agrawal, Divyakant; Chen, Gang; Lin, Qian; Ooi, Beng Chin; Wong, Weng-Fai; Zhang, Meihui (IEEE Trans. Knowl. Data Eng., 2016)

Deep Learning at Scale and at Ease. - Wang, Wei; Chen, Gang; Chen, Haibo; Dinh, Tien Tuan Anh; Gao, Jinyang; Ooi, Beng Chin; Tan, Kian-Lee; Wang, Sheng; Zhang, Meihui (ACM Trans. Multim. Comput. Commun. Appl., 2016)

CrowdOp: Query optimization for declarative crowdsourcing systems. - Fan, Ju; Zhang, Meihui; Kok, Stanley; Lu, Meiyu; Ooi, Beng Chin (2016)

In-Memory Big Data Management and Processing: A Survey. - Zhang, Hao; Chen, Gang; Ooi, Beng Chin; Tan, Kian-Lee; Zhang, Meihui (IEEE Trans. Knowl. Data Eng., 2015)

CrowdOp: Query Optimization for Declarative Crowdsourcing Systems. - Fan, Ju; Zhang, Meihui; Kok, Stanley; Lu, Meiyu; Ooi, Beng Chin (IEEE Trans. Knowl. Data Eng., 2015)

SINGA: A Distributed Deep Learning Platform. - Ooi, Beng Chin; Tan, Kian-Lee; Wang, Sheng; Wang, Wei; Cai, Qingchao; Chen, Gang; Gao, Jinyang; Luo, Zhaojing; Tung, Anthony K. H.; Wang, Yuan; Xie, Zhongle; Zhang, Meihui; et al. (2015)

DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems. - Yao, Chang; Agrawal, Divyakant; Chang, Pengfei; Chen, Gang; Ooi, Beng Chin; Wong, Weng-Fai; Zhang, Meihui (CoRR, 2015)

GEMINI: An Integrative Healthcare Analytics System. - Ling, Zheng Jye; Tran, Quoc Trung; Fan, Ju; Koh, Gerald Choon Huat; Nguyen, Thi; Tan, Chuen Seng; Yip, James Wei Luen; Zhang, Meihui (Proc. VLDB Endow., 2014)

Contextual crowd intelligence. - Ooi, Beng Chin; Tan, Kian-Lee; Tran, Quoc Trung; Yip, James Wei Luen; Chen, Gang; Ling, Zheng Jye; Nguyen, Thi; Tung, Anthony K. H.; Zhang, Meihui (SIGKDD Explor., 2014)

A hybrid machine-crowdsourcing system for matching web tables. - Fan, Ju; Lu, Meiyu; Ooi, Beng Chin; Tan, Wang-Chiew; Zhang, Meihui (2014)

InfoGather+: semantic matching and annotation of numeric and time-varying attributes in web tables. - Zhang, Meihui; Chakrabarti, Kaushik (2013)

Reverse engineering complex join queries. - Zhang, Meihui; Elmeleegy, Hazem; Procopiuc, Cecilia M.; Srivastava, Divesh (2013)

CDAS: A Crowdsourcing Data Analytics System. - Liu, Xuan; Lu, Meiyu; Ooi, Beng Chin; Shen, Yanyan; Wu, Sai; Zhang, Meihui (Proc. VLDB Endow., 2012)

Efficient Spatial Keyword Search in Trajectory Databases - Cong, Gao; Lu, Hua; Ooi, Beng Chin; Zhang, Dongxiang; Zhang, Meihui (CoRR, 2012)

CDAS: A Crowdsourcing Data Analytics System - Liu, Xuan; Lu, Meiyu; Ooi, Beng Chin; Shen, Yanyan; Wu, Sai; Zhang, Meihui (CoRR, 2012)

Automatic discovery of attributes in relational databases. - Zhang, Meihui; Hadjieleftheriou, Marios; Ooi, Beng Chin; Procopiuc, Cecilia M.; Srivastava, Divesh (2011)

A cross-service travel engine for trip planning. - Chen, Gang; Liu, Chen; Lu, Meiyu; Ooi, Beng Chin; Ying, Shanshan; Tung, Anthony K. H.; Zhang, Dongxiang; Zhang, Meihui (2011)

On Multi-Column Foreign Key Discovery. - Zhang, Meihui; Hadjieleftheriou, Marios; Ooi, Beng Chin; Procopiuc, Cecilia M.; Srivastava, Divesh (Proc. VLDB Endow., 2010)

Effectively Indexing Uncertain Moving Objects for Predictive Queries. - Zhang, Meihui; Chen, Su; Jensen, Christian S.; Ooi, Beng Chin; Zhang, Zhenjie (Proc. VLDB Endow., 2009)

A Novel Facial Image Retrieval Algorithm Based on PLT-PCA. - Han, Qi; Song, Chen; Zhang, Meihui; Niu, Xiamu (2008)

A Face Image Database for Evaluating Out-of-Focus Blur. - Han, Qi; Zhang, Meihui; Song, Chen; Wang, Zhifang; Niu, Xiamu (2008)