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

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

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

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

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

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

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

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

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

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

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

MedMM: A Multimodal Fusion Framework for 3D Medical Image Classification with Multigranular Text Guidance - Shanbo Zhao; Meihui Zhang; Xiaoqin Zhu; Junjie Li; Yunyun Duan; Zhizheng Zhuo; Yaou Liu; Chuyang Ye (10th International Conference on Big Data Computing and Communications, BigCom 2024, Dalian, China, August 9-11, 2024, 2024)

Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary - Chi Zhang; Tao Chen; Jiehao Chen; Hao Wang; Jiyun Shi; Zhaojing Luo; Meihui Zhang (Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, 2024)

MG-CTG: A Framework for Controllable Text Generation Across Multiple Granularities - Xiao Gu; Zhaojing Luo; Meihui Zhang (Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part V, 2024)

KEIM: Knowledge Graph Empowered Interpretable Model for Diagnosis Prediction - Zhaojing Luo; Chi Zhang; Hao Wang; Jiyun Shi; Meihui Zhang (Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part IV, 2024)

FC: Adaptive Atomic Commit via Failure Detection - Hexiang Pan; Quang-Trung Ta; Meihui Zhang; Zhanhao Zhao; Yeow Meng Chee; Gang Chen; Beng Chin Ooi (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 2024)

DMRNet: Effective Network for Accurate Discharge Medication Recommendation - Jiyun Shi; Yuqiao Wang; Chi Zhang; Zhaojing Luo; Chengliang Chai; Meihui Zhang (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 2024)

Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration - Peng Huang; Meihui Zhang; Ziyue Zhong; Chengliang Chai; Ju Fan (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 2024)

A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data - Xu Yang; Meihui Zhang; Ju Fan; Zeyu Luo; Yuxin Yang (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 2024)

LBSC: A Cost-Aware Caching Framework for Cloud Databases - Zhaoxuan Ji; Zhongle Xie; Yuncheng Wu; Meihui Zhang (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 2024)

Applications and Challenges for Large Language Models: From Data Management Perspective - Meihui Zhang; Zhaoxuan Ji; Zhaojing Luo; Yuncheng Wu; Chengliang Chai (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 2024)

VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection - Fei Xiao; Shaofeng Cai; Gang Chen; H. V. Jagadish; Beng Chin Ooi; Meihui Zhang (Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, 2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Deep Co-Training for Cross-Modality Medical Image Segmentation - Lei Zhu; Ling Ling Chan; Teck Khim Ng; Meihui Zhang; Beng Chin Ooi (ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), 2023)

PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning - Jianing Zhang; Zhaojing Luo; Quanqing Xu; Meihui Zhang (39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, 2023)

The Metaverse Data Deluge: What Can We Do About It? - Beng Chin Ooi; Gang Chen; Mike Zheng Shou; Kian-Lee Tan; Anthony K. H. Tung; Xiaokui Xiao; James Wei Luen Yip; Bingxue Zhang; Meihui Zhang (39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, 2023)

ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection - Huazhang Wang; Zhaojing Luo; James Wei Luen Yip; Chuyang Ye; Meihui Zhang (Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023, 2023)

Pay "Attention" to Chart Images for What You Read on Text - Chenyu Yang; Ruixue Fan; Nan Tang; Meihui Zhang; Xiaoman Zhao; Ju Fan; Xiaoyong Du (Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023, 2023)

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

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

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

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

SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT - Ling-Ze Meng; Chang Yao; Meihui Zhang; Zhongle Xie (Web and Big Data - 6th International Joint Conference, APWeb-WAIM 2022, Nanjing, China, November 25-27, 2022, Proceedings, Part I, 2022)

A Two-Phase Approach for Recognizing Tables with Complex Structures - Huichao Li; Ling-Ze Meng; Weiyu Zhang; Jianing Zhang; Ju Fan; Meihui Zhang (Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Virtual Event, April 11-14, 2022, Proceedings, Part I, 2022)

Semantics Driven Embedding Learning for Effective Entity Alignment - Ziyue Zhong; Meihui Zhang; Ju Fan; Chenxiao Dou (38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022, 2022)

Serverless Data Science - Are We There Yet? A Case Study of Model Serving - Yuncheng Wu; Tien Tuan Anh Dinh; Guoyu Hu; Meihui Zhang; Yeow Meng Chee; Beng Chin Ooi (SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, 2022)

OpenTFV: An Open Domain Table-Based Fact Verification System - Zihui Gu; Ruixue Fan; Xiaoman Zhao; Meihui Zhang; Ju Fan; Xiaoyong Du (SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, 2022)

The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander? - Anastasia Ailamaki; Leilani Battle; Johannes Gehrke; Masaru Kitsuregawa; David Maier; Christopher Ré; Meihui Zhang; Magdalena Balazinska (SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, 2022)

Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022, Edinburgh, UK, March 29 - April 1, 2022 - Julia Stoyanovich; Jens Teubner; Paolo Guagliardo; Milos Nikolic; Andreas Pieris; Jan Mühlig; Fatma Özcan; Sebastian Schelter; H. V. Jagadish; Meihui Zhang (OpenProceedings.org, 2022)

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

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

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

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

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines - Zhaojing Luo; Sai Ho Yeung; Meihui Zhang; Kaiping Zheng; Lei Zhu; Gang Chen; Feiyi Fan; Qian Lin; Kee Yuan Ngiam; Beng Chin Ooi (37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, April 19-22, 2021, 2021)

Learning Dynamic Coherence with Graph Attention Network for Biomedical Entity Linking - Mumeng Bo; Meihui Zhang (International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, 2021)

Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation - Lei Zhu; Kaiyuan Yang; Meihui Zhang; Ling Ling Chan; Teck Khim Ng; Beng Chin Ooi (Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part II, 2021)

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis - Naili Xing; Sai Ho Yeung; Chenghao Cai; Teck Khim Ng; Wei Wang; Kaiyuan Yang; Nan Yang; Meihui Zhang; Gang Chen; Beng Chin Ooi (MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021)

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal - Lei Zhu; Zhaojing Luo; Wei Wang; Meihui Zhang; Gang Chen; Kaiping Zheng (MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021)

ARM-Net: Adaptive Relation Modeling Network for Structured Data - Shaofeng Cai; Kaiping Zheng; Gang Chen; H. V. Jagadish; Beng Chin Ooi; Meihui Zhang (SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021, 2021)

Blockchains vs. Distributed Databases: Dichotomy and Fusion - Pingcheng Ruan; Tien Tuan Anh Dinh; Dumitrel Loghin; Meihui Zhang; Gang Chen; Qian Lin; Beng Chin Ooi (SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021, 2021)

AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment - Can Cui; Wei Wang; Meihui Zhang; Gang Chen; Zhaojing Luo; Beng Chin Ooi (SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021, 2021)

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

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

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

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

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

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

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

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

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

Cool, a COhort OnLine analytical processing system - Zhongle Xie; Hongbin Ying; Cong Yue; Meihui Zhang; Gang Chen; Beng Chin Ooi (36th IEEE International Conference on Data Engineering, ICDE 2020, Dallas, TX, USA, April 20-24, 2020, 2020)

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications - Qian Lin; Kaiyuan Yang; Tien Tuan Anh Dinh; Qingchao Cai; Gang Chen; Beng Chin Ooi; Pingcheng Ruan; Sheng Wang; Zhongle Xie; Meihui Zhang; Olafs Vandans (36th IEEE International Conference on Data Engineering, ICDE 2020, Dallas, TX, USA, April 20-24, 2020, 2020)

A Transactional Perspective on Execute-order-validate Blockchains - Pingcheng Ruan; Dumitrel Loghin; Quang-Trung Ta; Meihui Zhang; Gang Chen; Beng Chin Ooi (Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020, 2020)

Analysis of Indexing Structures for Immutable Data - Cong Yue; Zhongle Xie; Meihui Zhang; Gang Chen; Beng Chin Ooi; Sheng Wang; Xiaokui Xiao (Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020, 2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Adaptive Lightweight Regularization Tool for Complex Analytics - Zhaojing Luo; Shaofeng Cai; Jinyang Gao; Meihui Zhang; Kee Yuan Ngiam; Gang Chen; Wang-Chien Lee (34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 2018)

Continuous Proximity Detection via Predictive Safe Region Construction - Ying Xu; Dongxiang Zhang; Meihui Zhang; Dongsheng Li; Xiaoling Wang; Heng Tao Shen (34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 2018)

A Comprehensive Performance Evaluation of Modern In-Memory Indices - Zhongle Xie; Qingchao Cai; Gang Chen; Rui Mao; Meihui Zhang (34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 2018)

On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases - Qian Lin; Gang Chen; Meihui Zhang (34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 2018)

Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis - Saeid Hosseini; Hongzhi Yin; Meihui Zhang; Yuval Elovici; Xiaofang Zhou (19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg, Denmark, June 25-28, 2018, 2018)

Fine-grained Concept Linking using Neural Networks in Healthcare - Jian Dai; Meihui Zhang; Gang Chen; Ju Fan; Kee Yuan Ngiam; Beng Chin Ooi (Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, TX, USA, June 10-15, 2018, 2018)

Crowd Database Systems - Ju Fan; Meihui Zhang; Beng Chin Ooi (Encyclopedia of Database Systems, Second Edition, 2018)

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

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

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

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

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

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

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

Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation - Saeid Hosseini; Hongzhi Yin; Meihui Zhang; Xiaofang Zhou; Shazia Sadiq (Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I, 2017)

Cross-Domain Image Retrieval with Attention Modeling - Xin Ji; Wei Wang; Meihui Zhang; Yang Yang (Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017, 2017)

Big Healthcare Data Analytics: Challenges and Applications - Chonho Lee; Zhaojing Luo; Kee Yuan Ngiam; Meihui Zhang; Kaiping Zheng; Gang Chen; Beng Chin Ooi; James Wei Luen Yip (Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017)

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

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

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

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

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

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

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

CrowdOp: Query optimization for declarative crowdsourcing systems - Ju Fan; Meihui Zhang; Stanley Kok; Meiyu Lu; Beng Chin Ooi (32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016, 2016)

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

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

SINGA: A Distributed Deep Learning Platform - Beng Chin Ooi; Kian-Lee Tan; Sheng Wang; Wei Wang; Qingchao Cai; Gang Chen; Jinyang Gao; Zhaojing Luo; Anthony K. H. Tung; Yuan Wang; Zhongle Xie; Meihui Zhang; et al. (Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015, 2015)

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

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

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

A hybrid machine-crowdsourcing system for matching web tables - Ju Fan; Meiyu Lu; Beng Chin Ooi; Wang-Chiew Tan; Meihui Zhang (IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014, 2014)

InfoGather+: semantic matching and annotation of numeric and time-varying attributes in web tables - Meihui Zhang; Kaushik Chakrabarti (Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013, 2013)

Reverse engineering complex join queries - Meihui Zhang; Hazem Elmeleegy; Cecilia M. Procopiuc; Divesh Srivastava (Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013, 2013)

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

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

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

Automatic discovery of attributes in relational databases - Meihui Zhang; Marios Hadjieleftheriou; Beng Chin Ooi; Cecilia M. Procopiuc; Divesh Srivastava (Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011, 2011)

A cross-service travel engine for trip planning - Gang Chen; Chen Liu; Meiyu Lu; Beng Chin Ooi; Shanshan Ying; Anthony K. H. Tung; Dongxiang Zhang; Meihui Zhang (Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011, 2011)

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

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

A Novel Facial Image Retrieval Algorithm Based on PLT-PCA - Qi Han; Chen Song; Meihui Zhang; Xiamu Niu (4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), Harbin, China, 15-17 August 2008, Proceedings, 2008)

A Face Image Database for Evaluating Out-of-Focus Blur - Qi Han; Meihui Zhang; Chen Song; Zhifang Wang; Xiamu Niu (Eighth International Conference on Intelligent Systems Design and Applications, ISDA 2008, 26-28 November 2008, Kaohsiung, Taiwan, 3 Volumes, 2008)