Meihui Zhang

154 papers A* 25A 3B 3Journal 98Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
TabTracer: Monte Carlo Tree Search for Complex Table Reasoning with Large Language Models.
CoRR
Zhizhao Luo, Zhaojing Luo, Meihui Zhang, Rui Mao
2026 J jnl
Towards Effective Orchestration of AI x DB Workloads.
CoRR
Naili Xing, Haotian Gao, Zhanhao Zhao, Shaofeng Cai, Zhaojing Luo, Yuncheng Wu, Zhongle Xie, Meihui Zhang, Beng Chin Ooi
2025 J jnl
A Comprehensive Study of Shapley Value in Data Analytics.
Proc. VLDB Endow.
Hong Lin, Shixin Wan, Zhongle Xie, Ke Chen, Meihui Zhang, Lidan Shou, Gang Chen
2025 J jnl
Aixel: A Unified, Adaptive and Extensible System for AI-powered Data Analysis.
CoRR
Meihui Zhang, Liming Wang, Chi Zhang, Zhaojing Luo
2025 J jnl
AixelAsk: A Stepwise-Guided Retrieval and Reasoning Framework for Large Table QA.
Proc. ACM Manag. Data
Chi Zhang, Meihui Zhang, Yuxin Yang, Tao Chen, Zhaojing Luo
2025 J jnl
AixelNet: A Pre-trained Model with Table-aware Adaptation for Structured Data Prediction.
Proc. ACM Manag. Data
Liming Wang, Meihui Zhang, Zhaojing Luo
2025 J jnl
Anatomy-guided slice-description interaction for multimodal brain disease diagnosis based on 3D image and radiological report.
Comput. Medical Imaging Graph.
Xin Gao, Meihui Zhang, Junjie Li, Shanbo Zhao, Zhizheng Zhuo, Liying Qu, Jinyuan Weng, Li Chai, Yunyun Duan, Chuyang Ye, Yaou Liu
2025 J jnl
Authenticated Subgraph Matching on Large-Scale Graphs in Hybrid-Storage Blockchains.
IEEE Trans. Knowl. Data Eng.
Siyu Li, Zhiwei Zhang, Kai Zhong, Kangfei Zhao, Meihui Zhang, Ye Yuan, Guoren Wang
2025 J jnl
NeurBench: Benchmarking Learned Database Components with Data and Workload Drift Modeling.
CoRR
Zhanhao Zhao, Haotian Gao, Naili Xing, Lingze Zeng, Meihui Zhang, Gang Chen, Manuel Rigger, Beng Chin Ooi
2025 A conf
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database.
CIDR
Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang
2025 J jnl
Optimized Batch Prompting for Cost-effective LLMs.
Proc. VLDB Endow.
Zhaoxuan Ji, Xinlu Wang, Zhaojing Luo, Zhongle Xie, Meihui Zhang
2025 A* conf
PFCA: Efficient Path Filtering with Causal Analysis for Healthcare Risk Prediction.
ICDE
Hao Wang, Jiyun Shi, Yuhao Chen, Haochen Xu, Chi Zhang, Zhaojing Luo, Meihui Zhang
2024 J jnl
A Comprehensive Study of Shapley Value in Data Analytics.
CoRR
Hong Lin, Shixin Wan, Zhongle Xie, Ke Chen, Meihui Zhang, Lidan Shou, Gang Chen
2024 A* conf
A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data.
ICDE
Xu Yang, Meihui Zhang, Ju Fan, Zeyu Luo, Yuxin Yang
2024 A* conf
Applications and Challenges for Large Language Models: From Data Management Perspective.
ICDE
Meihui Zhang, Zhaoxuan Ji, Zhaojing Luo, Yuncheng Wu, Chengliang Chai
2024 A conf
Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary.
CIKM
Chi Zhang, Tao Chen, Jiehao Chen, Hao Wang, Jiyun Shi, Zhaojing Luo, Meihui Zhang
2024 A* conf
DMRNet: Effective Network for Accurate Discharge Medication Recommendation.
ICDE
Jiyun Shi, Yuqiao Wang, Chi Zhang, Zhaojing Luo, Chengliang Chai, Meihui Zhang
2024 J jnl
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report.
SIGMOD Rec.
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, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
2024 A* conf
FC: Adaptive Atomic Commit via Failure Detection.
ICDE
Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Zhanhao Zhao, Yeow Meng Chee, Gang Chen, Beng Chin Ooi
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2024 J jnl
Front Matter.
Proc. VLDB Endow.
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, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou
2024 — conf
KEIM: Knowledge Graph Empowered Interpretable Model for Diagnosis Prediction.
DASFAA (4)
Zhaojing Luo, Chi Zhang, Hao Wang, Jiyun Shi, Meihui Zhang
2024 A* conf
LBSC: A Cost-Aware Caching Framework for Cloud Databases.
ICDE
Zhaoxuan Ji, Zhongle Xie, Yuncheng Wu, Meihui Zhang
2024 — conf
MG-CTG: A Framework for Controllable Text Generation Across Multiple Granularities.
DASFAA (5)
Xiao Gu, Zhaojing Luo, Meihui Zhang
2024 J jnl
Managing Metaverse Data Tsunami: Actionable Insights.
IEEE Trans. Knowl. Data Eng.
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
2024 — conf
MedMM: A Multimodal Fusion Framework for 3D Medical Image Classification with Multigranular Text Guidance.
BigCom
Shanbo Zhao, Meihui Zhang, Xiaoqin Zhu, Junjie Li, Yunyun Duan, Zhizheng Zhuo, Yaou Liu, Chuyang Ye
2024 J jnl
NeurDB: An AI-powered Autonomous Data System.
CoRR
Beng Chin Ooi, Shaofeng Cai, Gang Chen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao
2024 J jnl
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database.
CoRR
Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang
2024 J jnl
NeurDB: an AI-powered autonomous data system.
Sci. China Inf. Sci.
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
2024 J jnl
RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms.
VLDB J.
Hongyao Zhao, Jingyao Li, Wei Lu, Qian Zhang, Wanqing Yang, Jiajia Zhong, Meihui Zhang, Haixiang Li, Xiaoyong Du, Anqun Pan
2024 A* conf
Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration.
ICDE
Peng Huang, Meihui Zhang, Ziyue Zhong, Chengliang Chai, Ju Fan
2024 A* conf
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection.
KDD
Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2024 J jnl
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection.
CoRR
Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2023 J jnl
A Survey on Deep Reinforcement Learning for Data Processing and Analytics.
IEEE Trans. Knowl. Data Eng.
Qingpeng Cai, Can Cui, Yiyuan Xiong, Wei Wang, Zhongle Xie, Meihui Zhang
2023 J jnl
A Survey on the Integration of Blockchains and Databases.
Data Sci. Eng.
Changhao Zhu, Junzhe Li, Ziyue Zhong, Cong Yue, Meihui Zhang
2023 J jnl
Context-Aware Semantic Type Identification for Relational Attributes.
J. Comput. Sci. Technol.
Yue Ding, Yuhe Guo, Wei Lu, Haixiang Li, Meihui Zhang, Hui Li, Anqun Pan, Xiaoyong Du
2023 A conf
Deep Co-Training for Cross-Modality Medical Image Segmentation.
ECAI
Lei Zhu, Ling Ling Chan, Teck Khim Ng, Meihui Zhang, Beng Chin Ooi
2023 J jnl
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.
SIGMOD Rec.
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, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang
2023 A* conf
ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection.
KDD
Huazhang Wang, Zhaojing Luo, James Wei Luen Yip, Chuyang Ye, Meihui Zhang
2023 J jnl
Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems.
IEEE Trans. Knowl. Data Eng.
Zhanhao Zhao, Hongyao Zhao, Qiyu Zhuang, Wei Lu, Haixiang Li, Meihui Zhang, Anqun Pan, Xiaoyong Du
2023 J jnl
FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data.
Proc. ACM Manag. Data
Rui Fu, Yuncheng Wu, Quanqing Xu, Meihui Zhang
2023 J jnl
FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions.
CoRR
Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Yeow Meng Chee, Gang Chen, Beng Chin Ooi
2023 J jnl
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System.
Proc. VLDB Endow.
Yuncheng Wu, Naili Xing, Gang Chen, Tien Tuan Anh Dinh, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao, Meihui Zhang
2023 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2023 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2023 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2023 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi
2023 J jnl
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency.
Proc. VLDB Endow.
Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao
2023 J jnl
Knowledge-graph-enabled biomedical entity linking: a survey.
World Wide Web (WWW)
Jiyun Shi, Zhimeng Yuan, Wenxuan Guo, Chen Ma, Jiehao Chen, Meihui Zhang
2023 J jnl
MINT: Detecting Fraudulent Behaviors from Time-series Relational Data.
Proc. VLDB Endow.
Fei Xiao, Yuncheng Wu, Meihui Zhang, Gang Chen, Beng Chin Ooi
2023 A* conf
PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning.
ICDE
Jianing Zhang, Zhaojing Luo, Quanqing Xu, Meihui Zhang
2023 — conf
Pay "Attention" to Chart Images for What You Read on Text.
SIGMOD Conference Companion
Chenyu Yang, Ruixue Fan, Nan Tang, Meihui Zhang, Xiaoman Zhao, Ju Fan, Xiaoyong Du
2023 A* conf
The Metaverse Data Deluge: What Can We Do About It?
ICDE
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
2023 J jnl
VeriBench: Analyzing the Performance of Database Systems with Verifiability.
Proc. VLDB Endow.
Cong Yue, Meihui Zhang, Changhao Zhu, Gang Chen, Dumitrel Loghin, Beng Chin Ooi
2022 — conf
A Two-Phase Approach for Recognizing Tables with Complex Structures.
DASFAA (1)
Huichao Li, Ling-Ze Meng, Weiyu Zhang, Jianing Zhang, Ju Fan, Meihui Zhang
2022 J jnl
Diversity and Inclusion Activities in Database Conferences: A 2021 Report.
SIGMOD Rec.
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, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
2022 J jnl
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics.
Proc. VLDB Endow.
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi
2022 J jnl
GlassDB: Practical Verifiable Ledger Database Through Transparency.
CoRR
Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao
2022 J jnl
LEDGERBENCH: A Framework for Benchmarking Ledger Databases.
IEEE Data Eng. Bull.
Meihui Zhang, Cong Yue, Changhao Zhu, Ziyue Zhong
2022 — conf
OpenTFV: An Open Domain Table-Based Fact Verification System.
SIGMOD Conference
Zihui Gu, Ruixue Fan, Xiaoman Zhao, Meihui Zhang, Ju Fan, Xiaoyong Du
2022 B ed.
Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022, Edinburgh, UK, March 29 - April 1, 2022.
EDBT
Julia Stoyanovich, Jens Teubner, Paolo Guagliardo, Milos Nikolic, Andreas Pieris, Jan Mühlig, Fatma Özcan, Sebastian Schelter, H. V. Jagadish, Meihui Zhang
2022 A* conf
Semantics Driven Embedding Learning for Effective Entity Alignment.
ICDE
Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou
2022 J jnl
Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective.
CoRR
Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung, Gang Chen, Mike Zheng Shou, Xiaokui Xiao, Meihui Zhang
2022 — conf
Serverless Data Science - Are We There Yet? A Case Study of Model Serving.
SIGMOD Conference
Yuncheng Wu, Tien Tuan Anh Dinh, Guoyu Hu, Meihui Zhang, Yeow Meng Chee, Beng Chin Ooi
2022 — conf
SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT.
APWeb/WAIM (1)
Ling-Ze Meng, Chang Yao, Meihui Zhang, Zhongle Xie
2022 — conf
The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?
SIGMOD Conference
Anastasia Ailamaki, Leilani Battle, Johannes Gehrke, Masaru Kitsuregawa, David Maier, Christopher Ré, Meihui Zhang, Magdalena Balazinska
2021 J jnl
A Survey on Deep Reinforcement Learning for Data Processing and Analytics.
CoRR
Qingpeng Cai, Can Cui, Yiyuan Xiong, Wei Wang, Zhongle Xie, Meihui Zhang
2021 — conf
ARM-Net: Adaptive Relation Modeling Network for Structured Data.
SIGMOD Conference
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2021 J jnl
ARM-Net: Adaptive Relation Modeling Network for Structured Data.
CoRR
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2021 — conf
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment.
SIGMOD Conference
Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi
2021 J jnl
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment.
CoRR
Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi
2021 — conf
Blockchains vs. Distributed Databases: Dichotomy and Fusion.
SIGMOD Conference
Pingcheng Ruan, Tien Tuan Anh Dinh, Dumitrel Loghin, Meihui Zhang, Gang Chen, Qian Lin, Beng Chin Ooi
2021 J jnl
Improving Data Analytics with Fast and Adaptive Regularization.
IEEE Trans. Knowl. Data Eng.
Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang
2021 B conf
Learning Dynamic Coherence with Graph Attention Network for Biomedical Entity Linking.
IJCNN
Mumeng Bo, Meihui Zhang
2021 J jnl
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains.
VLDB J.
Pingcheng Ruan, Tien Tuan Anh Dinh, Qian Lin, Meihui Zhang, Gang Chen, Beng Chin Ooi
2021 A* conf
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.
ICDE
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
2021 A* conf
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis.
ACM Multimedia
Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi
2021 J jnl
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis.
CoRR
Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi
2021 — conf
Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation.
MICCAI (2)
Lei Zhu, Kaiyuan Yang, Meihui Zhang, Ling Ling Chan, Teck Khim Ng, Beng Chin Ooi
2021 J jnl
Serverless Model Serving for Data Science.
CoRR
Yuncheng Wu, Tien Tuan Anh Dinh, Guoyu Hu, Meihui Zhang, Yeow Meng Chee, Beng Chin Ooi
2021 A* conf
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.
ACM Multimedia
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
2021 J jnl
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.
CoRR
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
2020 — conf
A Transactional Perspective on Execute-order-validate Blockchains.
SIGMOD Conference
Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi
2020 J jnl
A Transactional Perspective on Execute-order-validate Blockchains.
CoRR
Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi
2020 — conf
Analysis of Indexing Structures for Immutable Data.
SIGMOD Conference
Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao
2020 J jnl
Analysis of Indexing Structures for Immutable Data.
CoRR
Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao
2020 A* conf
Cool, a COhort OnLine analytical processing system.
ICDE
Zhongle Xie, Hongbin Ying, Cong Yue, Meihui Zhang, Gang Chen, Beng Chin Ooi
2020 A* conf
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.
ICDE
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
2020 J jnl
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.
CoRR
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
2020 J jnl
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.
CoRR
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
2020 J jnl
Revealing Every Story of Data in Blockchain Systems.
SIGMOD Rec.
Pingcheng Ruan, Tien Tuan Anh Dinh, Qian Lin, Meihui Zhang, Gang Chen, Beng Chin Ooi
2020 J jnl
Spitz: A Verifiable Database System.
CoRR
Meihui Zhang, Zhongle Xie, Cong Yue, Ziyue Zhong
2020 J jnl
Spitz: A Verifiable Database System.
Proc. VLDB Endow.
Meihui Zhang, Zhongle Xie, Cong Yue, Ziyue Zhong
2020 J jnl
The Disruptions of 5G on Data-Driven Technologies and Applications.
IEEE Trans. Knowl. Data Eng.
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, Yang Yang, Meihui Zhang, Zhonghua Zhang
2019 J jnl
5G: Agent for Further Digital Disruptive Transformations.
CoRR
Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang
2019 J jnl
5G: Agent for Further Digital Disruptive Transformations.
IEEE Data Eng. Bull.
Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang
2019 J jnl
Blockchains and Distributed Databases: a Twin Study.
CoRR
Pingcheng Ruan, Gang Chen, Tien Tuan Anh Dinh, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Meihui Zhang
2019 J jnl
Database Meets Deep Learning: Challenges and Opportunities.
CoRR
Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan
2019 J jnl
Effective and Efficient Dropout for Deep Convolutional Neural Networks.
CoRR
Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi
2019 J jnl
Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems.
IEEE Trans. Knowl. Data Eng.
Wei Lu, Yanyan Shen, Tongtong Wang, Meihui Zhang, H. V. Jagadish, Xiaoyong Du
2019 J jnl
Fine-Grained, Secure and Efficient Data Provenance for Blockchain.
Proc. VLDB Endow.
Pingcheng Ruan, Gang Chen, Tien Tuan Anh Dinh, Qian Lin, Beng Chin Ooi, Meihui Zhang
2019 J jnl
The Disruptions of 5G on Data-driven Technologies and Applications.
CoRR
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, Yang Yang, Meihui Zhang, Zhonghua Zhang
2018 A* conf
A Comprehensive Performance Evaluation of Modern In-Memory Indices.
ICDE
Zhongle Xie, Qingchao Cai, Gang Chen, Rui Mao, Meihui Zhang
2018 A* conf
Adaptive Lightweight Regularization Tool for Complex Analytics.
ICDE
Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee
2018 A* conf
Continuous Proximity Detection via Predictive Safe Region Construction.
ICDE
Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen
2018 — ch.
Crowd Database Systems.
Encyclopedia of Database Systems (2nd ed.)
Ju Fan, Meihui Zhang, Beng Chin Ooi
2018 J jnl
Effective Temporal Dependence Discovery in Time Series Data.
Proc. VLDB Endow.
Qingchao Cai, Zhongle Xie, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2018 — conf
Fine-grained Concept Linking using Neural Networks in Healthcare.
SIGMOD Conference
Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi
2018 J jnl
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
CoRR
Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Wanzeng Fu, Beng Chin Ooi, Pingcheng Ruan
2018 J jnl
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
Proc. VLDB Endow.
Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan
2018 B conf
Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis.
MDM
Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Yuval Elovici, Xiaofang Zhou
2018 J jnl
Object-Level Representation Learning for Few-Shot Image Classification.
CoRR
Liangqu Long, Wei Wang, Jun Wen, Meihui Zhang, Qian Lin, Beng Chin Ooi
2018 A* conf
On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases.
ICDE
Qian Lin, Gang Chen, Meihui Zhang
2018 J jnl
PANDA: Facilitating Usable AI Development.
CoRR
Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou
2018 J jnl
REGAL+: Reverse Engineering SPJA Queries.
Proc. VLDB Endow.
Wei Chit Tan, Meihui Zhang, Hazem Elmeleegy, Divesh Srivastava
2018 J jnl
Rafiki: Machine Learning as an Analytics Service System.
CoRR
Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi
2018 J jnl
Rafiki: Machine Learning as an Analytics Service System.
Proc. VLDB Endow.
Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad
2018 J jnl
Scaling distributed transaction processing and recovery based on dependency logging.
VLDB J.
Chang Yao, Meihui Zhang, Qian Lin, Beng Chin Ooi, Jiatao Xu
2018 J jnl
Untangling Blockchain: A Data Processing View of Blockchain Systems.
IEEE Trans. Knowl. Data Eng.
Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, Ji Wang
2017 — ch.
Big Healthcare Data Analytics: Challenges and Applications.
Handbook of Large-Scale Distributed Computing in Smart Healthcare
Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip
2017 A* conf
Cross-Domain Image Retrieval with Attention Modeling.
ACM Multimedia
Xin Ji, Wei Wang, Meihui Zhang, Yang Yang
2017 J jnl
Cross-Domain Image Retrieval with Attention Modeling.
CoRR
Xin Ji, Wei Wang, Meihui Zhang, Yang Yang
2017 — conf
Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation.
DASFAA (1)
Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Xiaofang Zhou, Shazia Sadiq
2017 J jnl
MSQL: efficient similarity search in metric spaces using SQL.
VLDB J.
Wei Lu, Jiajia Hou, Ying Yan, Meihui Zhang, Xiaoyong Du, Thomas Moscibroda
2017 J jnl
Reverse Engineering Aggregation Queries.
Proc. VLDB Endow.
Wei Chit Tan, Meihui Zhang, Hazem Elmeleegy, Divesh Srivastava
2017 J jnl
Scaling Distributed Transaction Processing and Recovery based on Dependency Logging.
CoRR
Chang Yao, Meihui Zhang, Qian Lin, Beng Chin Ooi, Jiatao Xu
2017 J jnl
Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning.
IEEE Data Eng. Bull.
Guoliang Li, Meihui Zhang, Beng Chin Ooi
2017 J jnl
UStore: A Distributed Storage With Rich Semantics.
CoRR
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
2017 J jnl
Untangling Blockchain: A Data Processing View of Blockchain Systems.
CoRR
Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, Ji Wang
2016 A* conf
CrowdOp: Query optimization for declarative crowdsourcing systems.
ICDE
Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi
2016 J jnl
Database Meets Deep Learning: Challenges and Opportunities.
SIGMOD Rec.
Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan
2016 J jnl
Deep Learning at Scale and at Ease.
ACM Trans. Multim. Comput. Commun. Appl.
Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang
2016 J jnl
Exploiting Single-Threaded Model in Multi-Core In-Memory Systems.
IEEE Trans. Knowl. Data Eng.
Chang Yao, Divyakant Agrawal, Gang Chen, Qian Lin, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang
2015 J jnl
CrowdOp: Query Optimization for Declarative Crowdsourcing Systems.
IEEE Trans. Knowl. Data Eng.
Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi
2015 J jnl
DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems.
CoRR
Chang Yao, Divyakant Agrawal, Pengfei Chang, Gang Chen, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang
2015 J jnl
In-Memory Big Data Management and Processing: A Survey.
IEEE Trans. Knowl. Data Eng.
Hao Zhang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Meihui Zhang
2015 A* conf
SINGA: A Distributed Deep Learning Platform.
ACM Multimedia
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, Kaiping Zheng
2014 A* conf
A hybrid machine-crowdsourcing system for matching web tables.
ICDE
Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang
2014 J jnl
Contextual crowd intelligence.
SIGKDD Explor.
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
2014 J jnl
GEMINI: An Integrative Healthcare Analytics System.
Proc. VLDB Endow.
Zheng Jye Ling, Quoc Trung Tran, Ju Fan, Gerald Choon Huat Koh, Thi Nguyen, Chuen Seng Tan, James Wei Luen Yip, Meihui Zhang
2013 — conf
InfoGather+: semantic matching and annotation of numeric and time-varying attributes in web tables.
SIGMOD Conference
Meihui Zhang, Kaushik Chakrabarti
2013 — conf
Reverse engineering complex join queries.
SIGMOD Conference
Meihui Zhang, Hazem Elmeleegy, Cecilia M. Procopiuc, Divesh Srivastava
2012 J jnl
CDAS: A Crowdsourcing Data Analytics System
CoRR
Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang
2012 J jnl
CDAS: A Crowdsourcing Data Analytics System.
Proc. VLDB Endow.
Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang
2012 J jnl
Efficient Spatial Keyword Search in Trajectory Databases
CoRR
Gao Cong, Hua Lu, Beng Chin Ooi, Dongxiang Zhang, Meihui Zhang
2011 — conf
A cross-service travel engine for trip planning.
SIGMOD Conference
Gang Chen, Chen Liu, Meiyu Lu, Beng Chin Ooi, Shanshan Ying, Anthony K. H. Tung, Dongxiang Zhang, Meihui Zhang
2011 — conf
Automatic discovery of attributes in relational databases.
SIGMOD Conference
Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava
2010 J jnl
On Multi-Column Foreign Key Discovery.
Proc. VLDB Endow.
Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava
2009 J jnl
Effectively Indexing Uncertain Moving Objects for Predictive Queries.
Proc. VLDB Endow.
Meihui Zhang, Su Chen, Christian S. Jensen, Beng Chin Ooi, Zhenjie Zhang
2008 — conf
A Face Image Database for Evaluating Out-of-Focus Blur.
ISDA (2)
Qi Han, Meihui Zhang, Chen Song, Zhifang Wang, Xiamu Niu
2008 — conf
A Novel Facial Image Retrieval Algorithm Based on PLT-PCA.
IIH-MSP
Qi Han, Chen Song, Meihui Zhang, Xiamu Niu