Beng Chin OOI: Publications

Systems and Codes:

DBSystem

Online References and Citations:

DBLP Entries

Google Scholar Citations

Highlights / Vision papers:

  • W. Wang, M. Zhang, G. Chen, H. V. Jagadish, B. C. Ooi and K.-L. Tan: Database Meets Deep Learning: Challenges and Opportunities. 2016 ACM SIGMOD Record paper -- Updated in 2019.

  • B. C. Ooi, K.-L. Tan, Q. T. Tran, J. W. L. Yip, G. Chen, Z. J. Ling, T. Nguyen, A. K. H. Tung, M. Zhang: Contextual Crowd Intelligence ACM SIGKDD Explorations Newsletter, 2014.

  • D. Jiang, Q. Cai, G. Chen, H. Jagadish, B. C. Ooi, K. L. Tan, A. Tung: Cohort Query Processing. Int'l Conference on Very Large Data Bases (VLDB), 2017.

  • B.C.Ooi, K.L.Tan, A.Tung: Sense The Physical, Walkthrough the Virtual, Manage The Co (existing) Spacs. ACM SIGMOD Record, Vol. 38, No. 3, 2009.

  • B. C. Ooi, G. Chen, M. Z. Shou, K.-L. Tan, A. Tung, X. Xiao, J. W. L. Yip, B.Zhang, M. Zhang: The Metaverse Data Deluge: What Can We Do About It?, IEEE ICDE, 2023.

  • B.C. Ooi, S. Cai, G. Chen, Y. Shen, K.-L. Tan, Y. Wu, X. Xiao, N. Xing, L. Zeng, M, Zhang, Z. Zhao: NeurDB: An AI-powered Autonomous Database Science China Information Sciences, 2024.
    • Selected Papers/Chapters/PPTs:

    1. S. Hou, W. Pei, N. Chen, Q.-T. Ta, P. Lu, B. C. Ooi: NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions. VLDB 2026.
    2. H. Gao, Q. T. Ta, T. T. A. Dinh, N.-M. Ho, Z. Huang, B. C. Ooi: NB2P: Generating Data Science Pipelines from Computational Notebooks. 48th IEEE/ACM International Conference on Software Engineering (ICSE), 2026.
    3. S. Xiang, S. Wang, X. Xiao, C. Yue, Z. Zhao, B. C. Ooi: NeurStore: Efficient In-database Deep Learning Model Management System. ACM SIGMOD 2026.
    4. K. Zheng, H.-R. Chua, B.C. Ooi: Detecting Data Deviation in Electronic Health Records. NEURIPS 2025.
    5. Y. Xie, S. Li, T. Lin, Z. W, C. Yang, Y. Zhong, , W. Zhang, H. Li, H.Jiang, F. Zhang, Q. Chen, J. Xiao, Y. Zhuang, B. C. Ooi: Heartcare Suite: Multi-dimensional Understanding of ECG with Raw Multi-lead Signal Modeling. 2025.
    6. S. Li, T. Lin, L. Lin, W. Zhang, J. Liu, X. Yang, J. Li, Y. He, X. Song, J. Xiao, Y. Zhuang, B. C. Ooi: EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model ACM Multimedia 2025. Model and Data
    7. T. Lin, W. Zhang, S. LI, Y. Yuan, B. Yu, H. Li, W. He, H. Jiang, M. Li, X. Song, S. Tang, J. Xiao, H. Lin, Y. Zhuang, B. C. Ooi: HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation ICML 2025.
      Video by OLSA
    8. J. Zhu, S. Cai, Y. Shen, G. Chen, F. Deng, B. C. Ooi: In-Context Adaptation to Concept Drift for Learned Database Operations. ICML 2025.
    9. C. Liu, L. Zeng, K. Zheng, S. Cai, J. W. L. Yip, B.C. Ooi: NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics. ICML 2025.
    10. C. Wang, G. Tan, S. B. Roy, B.C. Ooi: Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data. The 34th International Joint Conference on Artificial Intelligence, IJCAI 2025.
    11. Z. Zhao, H. Gao, N. Xing, L. Zeng, M. Zhang, G. Chen, M. Rigger, B.C. Ooi: NeurBench: Benchmarking Learned Database Components with Data and Workload Drift Modeling. 2025.
    12. H. Pan, S. Cai, Y. Wu, Y.M. Chee, T.T.A. Dinh, B. C. Ooi: CCaaLF: Concurrency Control as a Learnable Function. 2025.
    13. A. Lee et al: Deep learning model for automated diagnosis of degenerative cervical spondylosis and altered spinal cord signal on MRI. The Spine Journal. 2025. (medical)
    14. J. Hallinan et al: Enhancing Reporting Efficiency and Accuracy for Degenerative Cervical Spine MRI with Deep Learning. The Royal College of Radiologists Open. 2025. (medical)
    15. Z. Zhao, S. Cai, H. Gao, H. Pan, S. Xiang, N. Xing, G. Chen, B.C. Ooi, Y. Shen, Y. Wu, M. Zhang: NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CIDR 2025.
    16. X. Zhu, X. Luo, Y. Wu, Y. Jiang, X. Xiao, B.C. Ooi: Passive Inference Attacks on Split Learning via Adversarial Regularization. NDSS 2025.
    17. H. Gao, S. Cai, T.T.A Anh, Z. Huang, B.C. Ooi: CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning. ACM SIGMOD 2025.
    18. G. Hu, S. Cai, A. Dinh, Z. Xie, C. Yue, G. Chen, B.C. Ooi: HAKES: Scalable Vector Database for Embedding Search Service. VLDB, 2025.
    19. L. Zeng, N. Xing, S. Cai, G. Chen, B.C. Ooi, J. Pei, Y. Wu: Powering In-Database Dynamic Model Slicing for Structured Data Analytics. VLDB, 2025.
    20. A. Lee et al: Deep learning model for automated diagnosis of degenerative cervical spondylosis and altered spinal cord signal on MRI. The Spine Journal. Sep 2024. (medical)
    21. X. Luo, et al: Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. IEEE Transactions on Information Forensics & Security. 2024.
    22. B.C. Ooi, S. Cai, G. Chen, Y. Shen, K.-L. Tan, Y. Wu, X. Xiao, N. Xing, L. Zeng, M, Zhang, Z. Zhao: NeurDB: An AI-powered Autonomous Database Science China Information Sciences, 2024.
    23. F. Xiao, S. Cai, G. Chen, H.V. Jagadish, B.C. Ooi, M. Zhang: VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. ACM KDD 2024.
    24. K. Zheng, H-R. Chua, M. Herchel, H.V. Jagadish, B.C. Ooi, J.W.L. Yip: Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics. ICML 2024.
    25. X. Yang, C. Yue, W. Zhang, Y. Liu, B. C. Ooi, J. Chen: SecuDB: An In-enclave Privacy-preserving and Tamper-resistant Relational Database. VLDB 2024.
    26. Y. Zhu, Y. Wu, Z. Luo,, B. C. Ooi, X.Xiao: Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. VLDB 2024.
    27. Q. Cai, K. Zheng, H.V. Jagadish, B.C. Ooi, J.W.L. Yip: CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. VLDB 2024.
    28. N. Xing, S. Cai, G. Chen, Z. Luo, B.C. Ooi, J. Pei: Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. VLDB 2024.
    29. J. Zhu, S. Cai, F. Deng, B.C. Ooi, W. Zhang: METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. VLDB 2024.
    30. Z.H. Zhao, H. Pan, G. Chen, X. Du, W. Lu, B.C. Ooi: VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation. ACM SIGMOD 2024. (open access)
    31. Y. Jiang, X. Luo, Y. Wu, X. Xiao, B.C. Ooi: Protecting Label Distribution in Cross-Silo Federated Learning. IEEE S&P 2024.
    32. Y. Zhu, Y. Wu, Z. Low, B. C. Ooi, X. Xiao: Robust and Secure Federated Learning with Low-Cost Zero-Knowledge Proof 2023.
    33. K. Ren, N.-M. Ho, D. Loghin, T.-T. Nguyen, B.C. Ooi, Q.-T. Ta, F. Zhu: Interoperability in Blockchain: A Survey. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023.
    34. L.C. Chiaw et al: Application of Artificial Intelligence in the Assessment of Thyroid Eye Disease (TED) -A Scoping Review. Frontiers in Endocrinology, 2023. (medical).
    35. J. Hallinan et al: Deep learning assessment compared to radiologist reporting for metastatic spinal cord compression on CT. Frontiers in Oncology, 2023. (medical)
    36. J. Hallinan et al: A deep learning-based technique for the diagnosis of epidural spinal cord compression on thoracolumbar CT. European Spine Journal, 2023. (medical)
    37. F. Xiao, Y. Wu, M. Zhang, G. Chen, B.C. Ooi: MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. VLDB 2023.
    38. Y. Wu, N. Xing, G. Chen, A. Dinh, Z. Luo, B.C. Ooi, X. Xiao, M. Zhang: Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. VLDB 2023.
    39. H. Gao, C. Yue, A. Dinh, Z. Huang, B.C. Ooi: Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment. VLDB 2023.
    40. C. Yue, M. Zhang, C. Zhu, G. Chen, D. Loghin, B.C. Ooi: VeriBench: Analyzing the Performance of Database Systems with Verifiability. VLDB 2023.
    41. C. Yue, TTA. Dinh, Z. Xie, M. Zhang, G. Chen, B.C. Ooi, X. Xiao: GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. VLDB 2023.
    42. P. Jia, S. Cai, B. C. Ooi, P. Wang, Y. Xiong: Robust and Transferable Log-based Anomaly Detection. ACM SIGMOD 2023.
    43. X. Yang, et al: VeDB: A Software and Hardware Enabled Trusted Relational Database. ACM SIGMOD 2023.
    44. Y. Wang, Y. Wu, X. Chen, G. Feng, B. C. Ooi: Incentive-Aware Decentralized Data Collaboration. ACM SIGMOD 2023.
    45. Z. Luo, S. Cai, Y. Wang, B. C. Ooi: Regularized Pairwise Relationship based Analytics for Structured Data. ACM SIGMOD 2023.
    46. Z. Lv, W. Zhang, S. Zhang, K. Kuang, F. Wang, Y. Wang, Z. Chen, T. Shen, H. Yang, B. C. Ooi, and F. Wu: DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization. The Web Conference 2023.
    47. B. C. Ooi, G. Chen, M. Z. Shou, K.-L. Tan, A. Tung, X. Xiao, J. W. L. Yip, B.Zhang, M. Zhang: The Metaverse Data Deluge: What Can We Do About It?, IEEE ICDE, 2023.
    48. K. Zheng et al: A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. 2023
    49. K. Zheng, Tnguyen, C. Liu, C.E. Goh, B. C. Ooi: eDental: Managing Your Dental Care in Diet Diaries. ACM CIKM 2022. (demo)
    50. D. S. W. Lim et al: Improved Productivity Using Deep Learning Assisted Reporting for MRI Lumbar Spine. RSNA Radiology 2022. (medical)
    51. W. Ong, et al: Application of Artificial Intelligence Methods for Imaging of Spinal Metastasis. Cancer, 14(16), 2022. (medical)
    52. J. Hallinan et al: Deep Learning Model for Classifying Metastatic Epidural Spinal Cord Compression on MRI. Frontiers in Oncology. 2022. (medical)
    53. W. Zhang, L. Zhu, J. Hallinan, S. Zhang, A. Makmur, Q. Cai and B. C. Ooi: BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation. CVPR 2022.
    54. Y. Shu, S Cai, Z Dai, BC Ooi, B.K.H Low: NASI: Label-and Data-agnostic Neural Architecture Search at Initialization. ICLR 2022.
    55. P. Ruan, Y. Kanza, B. C. Ooi, D. Srivastava: LedgerView: Access-Control Views on Hyperledger Fabric. ACM SIGMOD 2022.
    56. Y. Wu, A. Dinh, G. Hu, M. Zhang, Y.M. Chee, B. C. Ooi: Serverless Data Science - Are We There Yet? A Case Study of Model Serving. ACM SIGMOD 2022.
    57. K. Zheng, S. Cai, H.-R. Chia, M. Hershel, M. Zhang, B. C. Ooi: DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. VLDB 2022.
    58. Z. Ge, D. Loghin, B.C. Ooi, P. Ruan, T. Wang: Hybrid Blockchain Database Systems: Design and Performance, VLDB 2022.
    59. X. Luo, X. Xiao, Y. Wu, J. Liu, B. C. Ooi: Fusion-Denoising Attack on InstaHide with Data Augmentation. AAAI 2022.
    60. Q. Cai, K. Zheng, B. C. Ooi, W. Wang, C. Yao: ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. IEEE International Conference on Data Engineering (ICDE), 2022.
    61. H. R. Chua et al: Healthcare Analytics with Time-invariant and Time-variant Feature Importance to Predict Hospital-Acquired Acute Kidney Injury: Observational Longitudinal Study. JMIR. 2021 (medical)
    62. N. Xing et al: SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. ACM Multimedia 2021. (code to be released as part of Apache SINGA v 4.0; v3.2.0 is being released)
    63. L. Zhu, L. L. Chan, T. K. Ng, K. Yang, M. Zhang, B. C. Ooi: Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation. 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021.
    64. J. Halinan et al: Deep Learning Model for Automated Detection and Classification of Central Canal, Lateral Recess, and Neural Foraminal Stenosis at Lumbar Spine MRI. RSNA Radiology 2021. (medical)
    65. S. Cai, K. Zheng, G. Chen, H.V. Jagadish, B.C. Ooi, M. Zhang: ARM-Net: Adaptive Relation Modeling Network for Structured Data. ACM SIGMOD 2021.
    66. K. Zheng, G. Chen, M Herschel, K.Y. Ngiam, B. C. Ooi, J. Gao: PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. ACM SIGMOD 2021.
    67. C. Cui, W. Wang, M. Zhang, G. Chen, Z. Luo, B. C. Ooi: AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. ACM SIGMOD 2021. (patent filed)
    68. P. Ruan, A. Dinh, D. Loghin, M. Zhang, G. Chen, Q. Lin, B.C. Ooi: Blockchains vs. Distributed Databases: Dichotomy and Fusion. ACM SIGMOD 2021.
    69. K. Yang, Z. Luo, J. Guo, J. Zhao, B.C. Ooi, B. Xie: LDA-Reg: Knowledge Driven Regularizationusing External Corpora. IEEE TKDE, 2021.
    70. X. Luo, Y. Wu, X. Xiao, B.C. Ooi: Feature Inference Attack on Model Predictions in Vertical Federated Learning. IEEE International Conference on Data Engineering (ICDE), 2021.
    71. Z. Luo, S.H. Yeung, M. Zhang, K. Zheng, L. Zhu, G. Chen, F. Fan, Q. Lin, K.Y. Ngiam, B.C. Ooi: MLCask: Efficient Management of ComponentEvolution in Collaborative Data Analytics Pipelines. IEEE International Conference on Data Engineering (ICDE), 2021.
    72. P. Zhou, Q. Lin, D. Loghin, B. C. Ooi, Y. Wu, H. Yu: Communication-efficient Decentralized Machine Learning over Heterogeneous Networks IEEE International Conference on Data Engineering (ICDE), 2021.
    73. Z. Luo, S. Cai, C. Cui, B. C. Ooi, Y. Yang: Adaptive Knowledge Driven Regularization for Deep Neural Networks. AAAI 2021
    74. Y. Wu, A. Dinh, G. Hu, M. Zhang, Y.M. Chee, B.C. Ooi: Serverless Model Serving for Data Science. March 2021.
    75. Y. Wu, S. Cai, X. Xiao, G. Chen, B.C. Ooi: Privacy Preserving Vertical Federated Learning for Tree-based Models . VLDB 2020.
    76. P. Ruan, A. Dinh, Q. Lin, M. Zhang, G. Chen, B. C. Ooi: Revealing Every Story of Data in Blockchain Systems. ACM SIGMOD Highlight Award paper, 2020.
    77. C. Yue. Z. Xue, M. Zhang, G. Chen, B. C. Ooi, S. Wang, X. Xiao: Analysis of Indexing Structures for Immutable Data. ACM SIGMOD 2020.
    78. K. Zheng, S. Cai, H. R. Chua, W. Wang, K. Y. Ngiam, B.C. Ooi: TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. ACM SIGMOD 2020.
    79. P. Ruan, D. Loghin, Q.-T. Ta, M Zhang, G. Chen, B. C. Ooi: A Transactional Perspective on Execute-Order-Validate Blockchains, ACM SIGMOD 2020.
    80. Z. Xie, H. Ying, C. Yue, M. Zhang, G. Chen, B. C. Ooi: Cool: a COhort OnLine analytical processing system. IEEE International Conference on Data Engineering, 2020.
    81. Q. Lin et al. ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. IEEE International Conference on Data Engineering, 2020, demo.
    82. D. Loghin, S. Cai, G. Chen, T. T. A. Dinh, F. Fan, Q. Lin, J. Ng, B. C. Ooi, X. Sun, Q.-T. Ta, W. Wang, X. Xiao, Y. Yang, M. Zhang, Z. Zhang: The Disruptions of 5G on Data-driven Technologies and Applications. IEEE Transactions on Knowledge and Data Engineering, 32(6), 1979-1998 June 2020. (open access).
    83. W. Wang, M. Zhang, G. Chen, H. V. Jagadish, B. C. Ooi and K.-L. Tan: Database Meets Deep Learning: Challenges and Opportunities. Updated -- 2019.
    84. A. Dinh, A. Datta, B. C. Ooi: A Blueprint For Interoperable Blockhains. 2019.
    85. P. Ruan, G. Chen, A. Dinh, Q. Lin, D. Loghin, B. C. Ooi, M. Zhang: Blockchains and Distributed Databases: a Twin Study. 2019.
    86. B. C. Ooi, G. Chen, D. Loghin, W. Wang, M. Zhang: 5G: Agent for Further Digital Disruptive Transformations. IEEE Bulletin of the Technical Committee on Data Engineering, 43(3), 9-12, September 2019.
    87. D. Loghin, G. Chen, A. Dinh, B. C. Ooi, Y. M. Teo: Blockchain Goes Green? An Analysis of Blockchain on Low-Power Nodes. 2019.
    88. P. Ruan, G. Chen, A. Dinh, Q. Lin, B.C. Ooi, M. Zhang: FineGrained, Secure and Efficient Data Provenance on Blockchain Systems. VLDB 2019. Morning Paper review
    89. S. Cai, J. Gao, M. Zhang, W. Wang, G. Chen, B. C. Ooi: Effective and Efficient Dropout for Deep Convolutional Neural Networks. 2019.
    90. S. Cai, G. Chen, B.C. Ooi, J. Gao: Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. VLDB 2020.
    91. H. Dang, A. Dinh, D. Lohgin, E.-C. Chang, Q. Lin, B.C. Ooi: Towards Scaling Blockchain Systems via Sharding. ACM SIGMOD 2019.
    92. A. Dinh, et al: Scale or Perish? Payment Channel, State Channel, Plasma .... 2018.
    93. J. Gao, W. Wang, M. Zhang, G. Chen, H.V. Jagadish, G. Li, T.K. Ng, B.C. Ooi, S. Wang, J. Zhou: PANDA: Facilitating Usable AI Development. 2018.
    94. H. Zhou, M. Chen, Q. Lin, Y. Wang, X. She, S. Liu, R. Gu, B.C. Ooi, J. Yang: Overload Control for Scaling WeChat Microservices Symposium of Cloud Computing (SoCC '18), 2018. the morning paper review
    95. W. Wang, J. Gao, S. Wang, M. Zhang, G. Chen, T.K. Ng, B.C. Ooi, J. Shao: Rafiki: Machine Learning as an Analytics Service System. 2018. VLDB 2019. old ppt
    96. H. Dang, A. Dinh, E.-C. Chang, B. C. Ooi: Chain of Trust: Can Trusted Hardware Help Scaling Blockchains? arXiv, 2 April 2018.
    97. Q. Cai, W. Guo, H. Zhang, D. Agrawal, G. Chen B. C. Ooi, K.-L. Tan, Y. M. Teo, S. Wang: Efficient Distributed Memory Management with RDMA and Caching. VLDB 2018.
    98. X. Cai, J. Gao, K. Y. Ngiam, B. C. Ooi, Y. Zhang, and X. Yuan. Medical concept embedding with time- aware attention. IJCAI 2018.
    99. J. Gao, B. C. Ooi, Y. Shen, and W.-C. Lee. Cuckoo feature hashing: Dynamic weight sharing for sparse analytics. IJCAI 2018.
    100. J. Dai, M. Zhang, G. Chen, J. Fan, K.Y. Ngiam, B.C. Ooi: Fine-grained Concept Linking using Neural Networks in Healthcare. ACM SIGMOD 2018.
    101. Z. Xie, Q. Cai, F. He, G.Y. Ooi, W. Huang, B.C. Ooi: Cohort Analysis with Ease. ACM SIGMOD 2018. Demo.
    102. Q. Cai, Z. Xie, M. Zhang, G. Chen, H.V. Jagadish, B.C. Ooi: Effective Temporal Dependence Discovery in Time Series Data. VLDB 2018.
    103. S. Wang, T. T. A . Dinh, Q. Lin, Z. Xie, M. Zhang, Q. Cai, G. Chen, B.C. Ooi, P. Ruan: ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. VLDB 2018 the morning paper review
    104. G. Li, M. Zhang, G. Chen, and B.C. Ooi: Towards A Unified Graph Model for Supporting Data Management and Usable Machine Learning. IEEE Data Engineering, 2017.
    105. A. Dinh, R. Liu, M. Zhang, G. Chen, B.C. Ooi, J. Wang: Untangling Blockchain: A Data Processing View of Blockchain Systems. IEEE Transactions on Knowledge and Data Engineering, July 2018.
    106. K. Zheng, W. Wang, J. Gao, K.Y. Ngiam, B.C. Ooi and W.L.J. Yip: Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM 2017.
    107. Z. Xie, Q. Cai, H.V. Jagadish, B.C. Ooi, W.-F. Wong: Parallelizing skip lists for in-memory multi-core database systems IEEE International Conference on Data Engineering (ICDE), 2017.
    108. K. Zheng, J. Gao, K. Y. Ngiam, B. C. Ooi and W.L.J. Yip: Resolving the Bias in Electronic Medical Records. ACM KDD, 2017.
    109. A. Dinh, J. Wang, G. Chen, R. Liu, B. C. Ooi, K.-L. Tan: BLOCKBENCH: A Framework for Analysing Private Blockchains. ACM SIGMOD 2017. PPT the morning paper review
    110. A. Dinh, J. Wang, S. Wang, G. Chen, W.-N. Chin, Q. Lin, B. C. Ooi, P. Ruan, K.-L. Tan, Z. Xie, H. Zhang, and M. Zhang: UStore: A distributed storage with rich semantics. arXiv:1702.02799, 10 February 2017.
    111. C. Lee, Z. Luo, K.Y. Ngiam, M. Zhang, K. Zheng, G. Chen, B.C. Ooi and W.L.J. Yip. Big Healthcare Data Analytics: Challenges and Applications. Handbook of Large-Scale Distributed Computing in Smart Healthcare, Springer-Verlag, 2016.
    112. X. Shi et al: UniAD: A Unified Ad-hoc Data Processing System. ACM Transactions on Database Systems 2016 (to appear).
    113. D. Jiang, Q. Cai, G. Chen, H. Jagadish, B. C. Ooi, K. L. Tan, A. Tung: Cohort Query Processing. Int'l Conference on Very Large Data Bases (VLDB), 2017.
    114. S. Wang, D. Maier, B. C. Ooi. Fast and Adaptive Indexing of Multi-Dimensional Observational Data. Int'l Conference on Very Large Data Bases (VLDB), 2017.
    115. W. Wang et al: Deep Learning at Scale and At Ease ACM Transactions on Multimedia Computing Communications and Applications(TOMM) - Special Section on Best Papers of ACM Multimedia 2015, Volume 12 Issue 4s, November 2016.
    116. W. Wang, M. Zhang, G. Chen, H.V. Jagadish, B. C. Ooi, K.L. Tan: Database Meets Deep Learning: Challenges and Opportunities. ACM SIGMOD Record, 2016.
    117. Q. Lin, P. Chang, G. Chen, B.C. Ooi, K.L. Tan, Z. Wang: Towards a Non-2PC Transaction Management in Distributed Database Systems, ACM Int'l. Conference on Management of Data (SIGMOD), 2016.
    118. C. Yao, D. Agrawal, G. Chen, B. C. Ooi, S. Wu: Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. ACM Int'l. Conference on Management of Data (SIGMOD), 2016. the morning paper review
    119. C. Yao, D. Agrawal, G. Chen, Q. Lin, B.C. Ooi, W.F. Wong, M. Zhang: Exploiting Single-Threaded Model in Multi-Core In-Memory Systems, IEEE Transactions on Knowledge and Data Engineering, 2016.
      arXiv version: DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems, , 12 March 2015.
    120. B. C. Ooi, K.-L. Tan, S. Wang, W. Wang, G. Chen, J. Gao, Z. Luo, A.K.H. Tung, Y. Wang, Z. Xie, M. Zhang, K. Zheng: SINGA: A Distributed Deep Learning Platform. ACM Multimedia (Open Source Software Competition) 2015.
    121. W. Wang, G. Chen, T. T. A. Dinh, J. Gao, B. C. Ooi, K.-L.Tan, S. Wang. SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia 2015. PPT
    122. W. Wang, X. Yang, B. C. Ooi, D. Zhang, Y. Zhuang: Effective Deep Learning Based Multi-Modal Retrieval. VLDB Journal - Special issue of VLDB'14 best papers, 2015.
    123. D. Jiang, S. Wu, G. Chen, B.C. Ooi, K.-L. Tan, J. Xu: epiC: epiC: an extensible and scalable system for processing Big Data. VLDB Journal- Special issue of VLDB'14 best papers, 2015.
    124. K.-L. Tan, Q. Cai, B. C. Ooi, W.F. Wong, C. Yao, H. Zhang: In-memory Databases – Challenges and Opportunities -- From Software and Hardware Perspective. ACM SIGMOD Record, Special Issue on Visionary Ideas in Data Management, June 2015.
    125. A. Dinh, P. Saxena, C.-E. Chang, B. C. Ooi, C. Zhang: M2R: Enabling Stronger Privacy in MapReduce Computation. 24th USENIX Security Symposium, 2015.
    126. J. Gao, H.V. Jagadish, B.C. Ooi, S. Wang: Selective Hashing: Closing the Gap between Radius Search and k-NN Search ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2015.
    127. X. Cao, G. Cong, T. Guo, C.S. Jensen, B. C. Ooi: Efficient Processing of Spatial Group Keyword Queries ACM Transactions on Data Base Systems, 2015.
    128. Q. Lin, B. C. Ooi, Z. Wang, C. Yu: Scalable Distributed Stream Join Processing. ACM Int'l. Conference on Management of Data (SIGMOD), 2015.
    129. J. Fan, G. Li, B. C. Ooi, K.-L. Tan, J. Feng: iCrowd: An Adaptive Crowdsourcing Framework. ACM Int'l. Conference on Management of Data (SIGMOD), 2015.
    130. J. Fan, M. Zhang, S. Kok, M. Lu, B.C. Ooi: CrowdOp: Query Optimization for Declarative Crowdsourcing Systems. IEEE Transactions on Knowledge and Data Engineering. 2015.
    131. H. Zhang, G. Chen, B. C. Ooi, K. L. Tan, M. Zhang: In-Memory Big Data Management and Processing: A Survey. IEEE Transactions on Knowledge and Data Engineering, Vol. 27, No. 7, 1920-1948, July 2015.
    132. D. Loghin, B. Tudor, H. Zhang, B. C. Ooi, Y. M. Teo: A Performance Study of Big Data on Small Nodes. Int'l Conference on Very Large Data Bases (VLDB), 2015.
    133. Y. Shen, G. Chen, H. Jagadish, W. Lu, B.C. Ooi, B. Tudor: Fast Failure Recovery in Distributed Graph Processing Systems. Int'l Conference on Very Large Data Bases (VLDB), 2015.
    134. P. Lu, G. Chen, B.C. Ooi, H.T. Vo, S. Wu: ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems. Int'l Conference on Very Large Data Bases (VLDB), 2015.
    135. H. Zhang, G. Chen, B. C. Ooi, W.-F. Wong, S. Wu, Y. Xia: "Anti-Caching"-based Elastic Memory Management for Big Data. 31st IEEE International Conference on Data Engineering (ICDE) 2015.
    136. B. C. Ooi, K.-L. Tan, Q.T. Tran, J.W.L. Yip, G. Chen, Z.J. Ling, T. Nguyen, A.K.H. Tung, M. Zhang: Contextual Crowd Intelligence. SIGKDD Exploration, 2014.
    137. D. Jiang, G. Chen, B.C. Ooi, K.L. Tan, S. Wu: epiC: an Extensible and Scalable System for Processing Big Data. 2014. Int'l Conference on Very Large Data Bases (VLDB), 2014. (Best Paper Award)
    138. S. Wang, D. Maier, B. C. Ooi: Lightweight Indexing of Observational Data in Log Structured Storage. Int'l Conference on Very Large Data Bases (VLDB), 2014.
    139. W. Wang, B.C. Ooi, X. Yang, D. Zhang, Y. Zhuang: Effective MultiModal Retrieval based on Stacked AutoEncoders. Int'l Conference on Very Large Data Bases (VLDB), 2014.
    140. H. Zhang, B.M. Tudor, G. Chen, B.C. Ooi: Efficient In-memory Data Management: An Analysis. Int'l Conference on Very Large Data Bases (VLDB), 2014.
    141. X. Shi, B. Cui, G. Dobbie, B. C. Ooi: Towards Unified Ad-Hoc Data Processing. ACM Int'l. Conference on Management of Data (SIGMOD), 2014.
    142. J. Gao, H.V. Jagadish, W. Lu, B.C. Ooi: DSH: Data Sensitive Hashing for High-dimensional KNN Search. ACM Int'l. Conference on Management of Data (SIGMOD), 2014.
    143. G. Chen, H.V. Jagadish, D. Jiang, D. Maier, B.C. Ooi, K.L. Tan, W.C. Tan: Federation in Cloud Data Management: Challenges and Opportunities. IEEE Transactions on Knowledge and Data Engineering, 2014.
    144. F. Li, T. Ozsu, G. Chen, B.C. Ooi: R-Store: A Scalable Distributed System for Supporting Real-time Analytics. 30th IEEE International Conference on Data Engineering (ICDE) 2014.
    145. J. Fan, M. Lu, B.C. Ooi, W.C. Tan, M. Zhang: A Hybrid Machine-Crowdsourcing System for Matching Web Tables. 30th IEEE International Conference on Data Engineering (ICDE) 2014.
    146. F. Li, B. C. Ooi, T. Ozsu, S. Wu: Distributed Data Management Using MapReduce, ACM Computing Survey 46(3), January 2014.
    147. B. Cui, H. Mei, B.C. Ooi: Big Data: The Driver for Innovation in Databases. National Science Review, Oxford University Press, 2014.
    148. W. Lu, X. Du, M. Hadjieleftheriou, B. C. Ooi: Efficiently Supporting Edit Distance based String Similarity Search Using B+-trees. IEEE Transactions on Knowledge and Data Engineering, 2014.
    149. Database Research at the National University of Singapore, SIGMOD Record, 2013.
    150. J. Gao, X. Liu, B. C. Ooi, H. Wang, G. Chen: An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems. ACM Int'l. Conference on Management of Data (SIGMOD), 2013.
    151. X. Liu, M. Lu, B. C. Ooi, Y. Shen, S. Wu, M. Zhang: CDAS: A Crowdsourcing Data Analytics System Int'l Conference on Very Large Data Bases (VLDB), PVLDB 5(10):1040-1051, 2012.
    152. W. Lu, Y. Shen, S. Chen, B. C. Ooi: Efficient Processing of K Nearest Neighbor Joins using MapReduce. Int'l Conference on Very Large Data Bases (VLDB), PVLDB 5(10):1016-1027, 2012.
    153. H. T. Vo, S. Wang, D. Agrawal, G. Chen, B. C. Ooi: LogBase: A Scalable Log-structured Database System in the Cloud. Int'l Conference on Very Large Data Bases (VLDB), PVLDB 5(10):1004-1015, 2012.
    154. X. Cao, G. Cong, C. Jensen, J. J. Ng, B. C. Ooi, N.-T. Phan, D. Wu: SWORS: A System for the Efficient Retrieval of Relevant Spatial Web Objects. Int'l Conference on Very Large Data Bases (VLDB), 2012. (demo paper)
    155. S. Wu, F. Li, S. Mehrotra, B. C. Ooi: Query Optimization for Massively Parallel Data Processing. ACM Symposium on Cloud Computing (SOCC). 2011.
    156. G. Chen, H. T. Vo, S. Wu, B. C. Ooi, T. Ozsu: A Framework for Supporting DBMS-like Indexes in the Cloud. Int'l Conference on Very Large Data Bases (VLDB), 2011.
    157. X. Liu, X. Dong, B. C. Ooi, D. Srivastava: Online Data Fusion. Int'l Conference on Very Large Data Bases (VLDB), 2011.
    158. M. Zhang, M. Hadjieleftheriou, B. C. Ooi, C. M. Procopiuc, D. Srivastava: Automatic Discovery of Attributes in Relational Databases. ACM Int'l. Conference on Management of Data (SIGMOD), 2011.
    159. C. Chen, F. Li, B. C. Ooi, S. Wu: TI: An Efficient Indexing Mechanism for Real-Time Search on Tweets. ACM Int'l. Conference on Management of Data (SIGMOD), 2011.
    160. Y. Lin, D. Agrawal, C. Chen, B. C. Ooi, S. Wu: Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce. ACM Int'l. Conference on Management of Data (SIGMOD), 2011.
    161. X. Cao, C. Cong, C.S. Jensen, B.C. Ooi: Collective Spatial Keyword Querying. ACM Int'l. Conference on Management of Data (SIGMOD), 2011.
    162. G Chen, C. Liu, M. Lu, B.C. Ooi, A. Tung, S. Ying, D. Zhang, M. Zhang: A Cross-Service Travel Engine for Trip Planning. ACM Int'l. Conference on Management of Data (SIGMOD), 2011. Demo.
    163. Y. Cao, C. Chen, F. Guo, D. Jiang, Y. Lin, B. C. Ooi, H. T. Vo, S. Wu and Q. Xu: ES^2:A Cloud Data Storage System for Supporting Both OLTP and OLAP. 27th IEEE International Conference on Data Engineering (ICDE) 2011.
    164. C. Chen, G. Chen, D. Jiang, B. C. Ooi, H. T. Vo, S. Wu, Q. Xu: Providing Scalable Database Services on the Cloud. WISE 2010 (keynote).
    165. C. Liu, B. C. Ooi, A.K.H. Tung, D. Zhang: Crew: Cross-modal resource searching by exploiting wikipedia. ACM SIG MM, 2010. demo
    166. D. Jiang, B. C. Ooi, L. Shi, S. Wu: The Performance of MapReduce: An In-depth Study. Int'l Conference on Very Large Data Bases (VLDB), 2010.
    167. H. T. Vo, C. Chen, B. C. Ooi: Towards Elastic Transactional Cloud Storage with Range Query Support. Int'l Conference on Very Large Data Bases (VLDB), 2010.
    168. S. Wu, D. Jiang, B. C. Ooi, K. L. Wu: Efficient B-tree Based Indexing for Cloud Data Processing. Int'l Conference on Very Large Data Bases (VLDB), 2010.
    169. S. Chen, B. C. Ooi, Z. Zhang: An Adaptive Updating Protocol for Reducing Moving Object Database Workload. Int'l Conference on Very Large Data Bases (VLDB), 2010.
    170. M. Zhang, M. Hadjieleftheriou, B. C. Ooi, C. M. Procopiuc, D. Srivastava: On Multi-Column Foreign Key Discovery. Int'l Conference on Very Large Data Bases (VLDB), 2010.
    171. J. Wang, S. Wu, H. Gao, J. Li, B. C. Ooi: Indexing Multi-dimensional Data in a Cloud System. ACM Int'l. Conference on Management of Data (SIGMOD), 2010.
    172. Z. Zhang, M. Hadjieleftheriou, B. C. Ooi, D. Srivastava: B^ed-Tree: An All-Purpose Index Structure for String Similarity Search based on Edit Distance. ACM Int'l. Conference on Management of Data (SIGMOD), 2010.
    173. S. Wu, B. C. Ooi, K. L. Tan: Continuous Sampling for Online Aggregation Over Multiple Queries. ACM Int'l. Conference on Management of Data (SIGMOD), 2010.
    174. R. Zhang, N. Koudas, B. C. Ooi, D. Srivastava, P. Zhou: Streaming Multiple Aggregations Using Phantoms, The VLDB Journal, 19(4), 557-583, 2010.
    175. S. Chen, M. Nacismento, B.C. Ooi, K. L. Tan: Continuous Online Index Tuning in Moving Object Databases. ACM Transactions on Data Base Systems (ACM TODS), 35(3), 2010.
    176. D. Zhang, B. C. Ooi, A. Tung: Locating Mapped Resources in Web 2.0. 26th IEEE International Conference on Data Engineering (ICDE) 2010.
    177. Z. Zhang, H. Lu, B. C. Ooi, A. Tung: Understanding the Meaning of A Shifted Sky: A General Framework on Extending Skyline Query. The VLDB Journal, 19(2): 181-201, 2010.
    178. B.C.Ooi, K.L.Tan, A.Tung: Sense The Physical, Walkthrough the Virtual, Manage The Co (existing) Space: A Database Perspective. ACM SIGMOD Record, Vol. 38, No. 3, 2009.
    179. S. Wu, S. Jiang, B. C. Ooi, K. L. Tan: Distributed Online Aggregation. Int'l Conference on Very Large Data Bases (VLDB), 2009.
    180. M. Zhang, S. Chen, C. Jensen, B. C. Ooi and Z. Zhang: Effectively Indexing Uncertain Moving Objects for Predictive Queries. Int'l Conference on Very Large Data Bases (VLDB), 2009.
    181. Z. Zhang, B. C. Ooi, S. Parthasarathy, A. Tung: Similarity Search on Bregman Divergence: Towards Non-Metric Indexing. Int'l Conference on Very Large Data Bases (VLDB), 2009.
    182. Y. Chen, G. Chen, K. Chen, B. C. Ooi: Efficient Processing of Warping Time Series Join of Motion Capture Data. 25th IEEE International Conference on Data Engineering (ICDE) 2009.
    183. Q. Vu, B. C. Ooi, M. Rinard, K. L. Tan: Histogram-based Global Load Balancing in Structured Peer-to-Peer Systems, IEEE Transactions on Knowledge and Data Engineering, 2008.
    184. S. Wang, Q. Vu, B.C. Ooi, A. Tung, L. Xu: A Framework for Skyline Query Processing in Peer-to-Peer Systems. The VLDB Journal, 2008.
    185. S. Wu, J. Li, B.C. Ooi and K. L. Tan: Just-In-Time Query Retrieval Over Partially Indexed Data on Structured P2P Overlays. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Vancouver, 2008.
    186. Q.H. Vu, B.C. Ooi, D. Papadias, A. Tung: A Graph Method for Keyword-based Selection of the top-K Databases. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Vancouver, 2008.
    187. M. Lupu, B. C. Ooi, Y. C. Tay: Paths to Stardom: Calibrating the Potential of a Peer-based Data Management System. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Vancouver, 2008.
    188. S. Chen, B. C. Ooi, K. L. Tan, M. Nacismento: ST2B-tree: A Self-Tunable Spatio-Temporal B+-tree Index for Moving Objects. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Vancouver, 2008.
    189. G. Li, B.C. Ooi, J. Feng, J. Wang, L. Zhou: EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Vancouver, 2008.
    190. Y. Yan, B.C.Ooi, and A. Zhou: Continuous Content-Based Copy Detection over Streaming Videos. 24th IEEE International Conference on Data Engineering (ICDE) 2008.
    191. Y. Chen, S. Jiang, B.C.Ooi and A. Tung: Querying Complex Spatial-Temporal Sequences in Human Motion Databases 24th IEEE International Conference on Data Engineering (ICDE) 2008.
    192. J. Li, B.C.Ooi, K.L. Tan and W. Wang: Anonymizing Streaming Data for Privacy Protection. 24th IEEE International Conference on Data Engineering (ICDE) 2008. (poster paper)
    193. D. Lin, C.S. Jensen and B.C. Ooi: Continuous Clustering of Moving Objects. IEEE Transactions on Knowledge and Data Engineering, 2007.
    194. Y. Zhou, B. C. Ooi and K.L. Tan: Disseminating Streaming Data in a Dynamic Environment: An Adaptive and Cost-Base Approach. The VLDB Journal, 2008.
    195. B. Yu, G. Li, B.C. Ooi, L. Zhou: One table stores all: Enabling painless free-and-easy data publishing and sharing. CIDR 2007.
    196. B. C. Ooi, Z. Huang, D. Lin, H. Lu, L. Xu: Adapting Relational Database Engine to Accommodate Moving Objects in SpADE. 23rd IEEE International Conference on Data Engineering (ICDE), 2007. Demo paper.
    197. M. Lupu, J. Li, B. C. Ooi, S. Shi: Clustering Wavelets to Speed-up Data Dissemination in Structured P2P MANETs. 23rd IEEE International Conference on Data Engineering (ICDE), 2007.
    198. S. Wang, B.C.Ooi, A. Tung, L. Xu: Efficient Skyline Query Processing on Peer-to-Peer Networks. 23rd IEEE International Conference on Data Engineering (ICDE), 2007.
    199. Christian Bohm, B.C. Ooi, Claudia Plant, Ying Yan: Efficiently Processing Continuous k-NN Queries on Data Streams. 23rd IEEE International Conference on Data Engineering (ICDE), 2007.
    200. Y. Chen, M. Nacismento, B. C. Ooi, A. Tung: SpADe: On Shape-based Pattern Detection in Streaming Time Series. 23rd IEEE International Conference on Data Engineering (ICDE), 2007.
    201. S. Guo, Z. Huang, H. V. Jagadish, B. C. Ooi, and Z. Zhang: Relaxed Space Bounding for Moving Objects: A Case for the Buddy Tree. SIGMOD Record, 35(4), 2006.
    202. Z. Huang, H. Lu, B. C. Ooi, A. Tung: Continuous Skyline Queries for Moving Objects. IEEE Transactions on Knowledge and Data Engineering, 2006.
    203. A. Tung, R. Zhang, N. Koudas, B. C. Ooi: Similarity Search: A Matching Based Approach. Int'l Conference on Very Large Data Bases (VLDB), Seoul, 2006.
    204. Hong Lu, B. C. Ooi, H.T. Shen, X. Xue: Indexing for efficient Query-by-Video-Clip Retrieval. IEEE Transactions on Knowledge and Data Engineering, 2006.
    205. H. V. Jagadish, B.C. Ooi, K.L. Tan, Q.H. Vu, R. Zhang: Speeding up Search in Peer-to-Peer Networks with A Multi-way Tree Structure. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Chicago, 2006.
    206. C. Li, B. C. Ooi, A. Tung, S. Wang: DADA: A Data Cube for Dominant Relationship Analysis. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Chicago, 2006.
    207. H. V. Jagadish, B.C. Ooi, Q.H. Vu, R. Zhang, A.Y. Zhou: VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes. 22nd IEEE International Conference on Data Engineering (ICDE), 2006.
    208. C.S.Jensen, D. Lin, B. C. Ooi, R. Zhang: Effective Density Queries of Continuously Moving Objects. 22nd IEEE International Conference on Data Engineering (ICDE), 2006.
    209. Z. Huang, C.S. Jensen, H. Lu, B.C. Ooi: Skyline queries against mobile lightweight devices in MANETs. 22nd IEEE International Conference on Data Engineering (ICDE), 2006.
    210. Y. Zhou, B.C. Ooi, K.L. Tan, F. Yu: Adaptive Reorganization of Coherency-Preserving Dissemination Tree for Streaming Data. 22nd IEEE International Conference on Data Engineering (ICDE), 2006.
    211. H.T. Shen, B.C. Ooi, K.L. Tan: SaveRF: Towards Efficient Relevance Feedback Search. 22nd IEEE International Conference on Data Engineering (ICDE), 2006. Poster Paper.
    212. C. Xia, W. Hsu, M.L. Lee, B.C. Ooi: BORDER: Efficient Computation of Boundary Points. IEEE Transactions on Knowledge and Data Engineering, Vol. 18, No. 3, 289-303, 2006.
    213. H.V. Jagadish, B.C. Ooi, H.T. Shen, K.L. Tan: Towards efficient multi-feature query processing. IEEE Transaction on Knowledge and Data Engineering, Vol. 18, No. 3, 350-362, 2006.
    214. C.L. Goh, Y. Shu, Z. Huang, B.C. Ooi: Dynamic Buffer Management with Extensible Replacement Policies VLDB Journal, Vol. 15, No. 2, 99-120, 2006.
    215. H.V. Jagadish, B. C. Ooi, Q.H. Vu: BATON: A Balanced Tree Structure for Peer-to-Peer Networks. Int'l Conference on Very Large Data Bases (VLDB), Trondheim, 2005.
    216. B. Catania, B.C. Ooi, W.Q. Wang, X.L. Wang: Lazy XML Updates: Laziness as a virtue of update and structural join efficiency. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Baltimore, 2005.
    217. A. Tung, X. Xu, B. C. Ooi: CURLER: Finding and visualizing nonlinear correlated clusters. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Baltimore, 2005.
    218. R. Zhang, N. Koudas, B.C. Ooi, D. Srivastava: Multiple aggregates over data streams. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Baltimore, 2005.
    219. H.T. Shen, B.C. Ooi, X. Zhou, Z. Huang: Towards Effective Indexing for Very Large Video Sequence Database. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Baltimore, 2005.
    220. F. Bao, R.H. Deng, B.C. Ooi, Y. Yang: Tailored reversible watermarking schemes for authentication of electronic clinical atlas. IEEE Transactions on Information Technology in Biomedicine. 2005.
    221. R. Zhang, P. Kalnis, B.C. Ooi, K.L. Tan: Generalized Multi-dimensional Data Mapping and Query Processing. ACM Transactions on Data Base Systems (ACM TODS), September 2005.
    222. H.V. Jagadish, B.C. Ooi, K.L. Tan, C. Yu, R. Zhang: iDistance: An Adaptive B+-tree Based Indexing Method for Nearest Neighbor Search. ACM Transactions on Data Base Systems (ACM TODS), 30, 2, 364-397, June 2005.
    223. Y. Zhou, B.C. Ooi, K.L. Tan: Dynamic Load Management for Distributed Continuous Query Systems. International Conference on Data Engineering (ICDE'2005), 322-323, Japan, 2005. (poster)
    224. E. Bertino, B.C. Ooi, Y. Yang, R. Deng: Privacy and Ownership Preserving of Outsourced Medical Data International Conference on Data Engineering (ICDE'2005), 521-532, Japan, 2005.
    225. Kalnis P., Ng W.S., Ooi B.C., Tan K.L.: Answering Similarity Queries in Peer-to-Peer Networks. Information Systems Journal. 2005.
    226. B. Cui, B.C. Ooi, J. Su, K.L. Tan: Indexing High-dimensional Data for Efficient In-Memory Similarity Search. IEEE Transactions on Knowledge and Data Engineering, 17,3, March 2005.
    227. C. Jensen, D. Lin, B.C.Ooi: Query and Update Efficient B+-Tree Based Indexing of Moving Objects. Int'l Conference on Very Large Data Bases (VLDB), 768-779, Toronto, 2004.
    228. C. Xia, H. Lu, B.C. Ooi, J. Hu: GORDER: An Efficient Method for KNN Join Processing. Int'l Conference on Very Large Data Bases (VLDB), 756-767, Toronto, 2004.
    229. N. Koudas, B.C. Ooi, K.L. Tan, R. Zhang: Approximate NN queries on Streams with Guaranteed Error/performance Bounds. Int'l Conference on Very Large Data Bases (VLDB), 804-815, Toronto, 2004.
    230. B. C. Ooi, K. L. Tan: Guest Editors' Introduction: Special Section on Peer-to-Peer-Based Data Management. IEEE Transactions on Knowledge and Data Engineering, Vol. 16, No. 7. 2004.
    231. X. Cao, S. C. Li, B. C. Ooi, A.K.H. Tung: Piers: An Efficient Model for Similarity Search in DNA Sequence Databases. Sigmod Record, Special Issue 2004.
    232. R. Zhang, B. C. Ooi, K. L. Tan: Making the Pyramid Technique Robust to Query Types and Workload. International Conference on Data Engineering (ICDE'2004), Boston, 2004.
    233. H. V. Jagadish, R. Ng, B. C. Ooi, A. Tung: ItCompress: An Iterative Semantic Compression Algorithm. International Conference on Data Engineering (ICDE'2004), Boston, 2004.
    234. G. Cong, B. C. Ooi, K.L. Tan, A. Tung: Go Green: Recycle and Reuse Frequent Patterns. International Conference on Data Engineering (ICDE'2004), Boston, 2004.
    235. N. Koudas, B. C. Ooi, H.T. Shen, A. Tung: LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space International Conference on Data Engineering (ICDE'2004), Boston, 2004.
    236. B.C. Ooi, Y. Shu, K.L. Tan: Relational Data Sharing in Peer-based Data Management Systems. Sigmod Record special issue on P2P, 2003.
    237. B. Cui, B.C. Ooi, J. Su, K.L. Tan: Main memory processing:a case for the BD-tree. IEEE Trans. on Data and Knowledge Engineering, 2003.
    238. B.C. Ooi, K.L. Tan, A. Zhou, C.H. Goh, Y.G. Li, C.Y. Liau, B. Ling, W.S. Ng, Y. Shu, X.Y. Wang, M. Zhang: PeerDB: Peering into Personal Databases. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), San Diego, 2003. Demo paper.
    239. B. Cui, B. C. Ooi, J. Su, K.L. Tan: Contorting High Dimensional Data for Efficient Main Memory Processing. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), San Diego, 2003.
    240. P.K. Eng, H.S., Hua, B.C. Ooi, K.L.Tan: Preference-Driven Query Processing. International Conference on Data Engineering (ICDE'2003), Bangalore, 2003. Poster paper.
    241. H. Jiang , H. Lu, W. Wang, B. C. Ooi: XR-Tree: Indexing XML Data for Efficient Structural Join. International Conference on Data Engineering (ICDE'2003), Bangalore, 2003.
    242. W.S. Ng, B. C. Ooi, K.L. Tan, A. Zhou: PeerDB: A P2P-based System for Distributed Data Sharing. International Conference on Data Engineering (ICDE'2003), Bangalore, 2003.
    243. H. Jin, B.C. Ooi, H. Shen, C. Yu, A. Zhou: An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing. International Conference on Data Engineering (ICDE'2003), Bangalore, 2003.
    244. S.T. Goh, B.C. Ooi and K.L. Tan. Demand-driven Caching in Multi-User Environment. IEEE Transactions on Knowledge and Data Engineering, 2003.
    245. Hsu et al: Advanced Database Technologies in a Diabetic Healthcare System. Int'l Conference on Very Large Data Bases (VLDB), Hongkong, August, 2002. Demo paper.
    246. P. Kalnis, W.S. Ng, B. C. Ooi, D. Papadias and K.L. Tan: An Adaptive Peer-to-Peer Network for Distributed Caching of OLAP Results. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Wisconsin, 2002.
    247. C. Yu, S. Bressan, B.C. Ooi and K.L. Tan: Querying high-dimensional data in single dimensional space. VLDB Journal, Vol. 13, No.2, 105-119, 2004.
    248. W.S. Ng, B. C. Ooi and K.L. Tan: Bestpeer: A self configurable peer-to-peer system. International Conference on Data Engineering (ICDE'2002), San Jose, April 2002, Poster paper.
    249. B. Lan, B. C. Ooi and K.L. Tan: Efficient indexing structures for mining frequent patterns. International Conference on Data Engineering (ICDE'2002), San Jose, April 2002.
    250. C. Yu, B.C. Ooi, K.L. Tan and H.V. Jagadish: Indexing the Distance: An Efficient Method to KNN Processing. Int'l Conference on Very Large Data Bases (VLDB), Roma, Italy, 421-430, September 2001.
    251. K.L. Tan, P.K. Eng and B. C. Ooi: Efficient Progressive Skyline Computation. 27th Int'l Conference on Very Large Data Bases (VLDB), Roma, Italy, 301-310, September 2001.
    252. H.V. Jagadish, H. Jin, B. C. Ooi and K.L. Tan: Global Optimization of Histograms. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Santa Barbara, California, May (2001).
    253. F. Lee, S. Bressan, B. C. Ooi: Hybrid transformation for indexing and searching web documents in the cartographic paradigm. Information Systems Journal, 26(2), 75-92, Pergamon Press (2001).
    254. K.L. Tan, S.T. Goh and B. C. Ooi: Cache-On-Demand: Recycling with Certainty. 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany, 633-640, (2001).
    255. H. Shen, B. C. Ooi and K.L. Tan: Giving Meanings to WWW Images. ACM SIGMM'2000 Multimedia Conference (MM), L.A., 39-47, (2000).
    256. H. Shen, B. C. Ooi and K.L. Tan: Finding semantically related images in WWW. ACM SIGMM'2000 Multimedia Conference (MM), L.A., 491-492, (2000). Demo paper.
    257. K.L. Tan, C.H. Goh and B. C. Ooi: Query Rewriting for SWIFT (First) Answers. IEEE Transactions on Knowledge and Data Engineering, Vol. 12, No. 5, Speialc Issue on ICDE'1999 best papers, 694-714, (2000).
    258. K.L. Tan, C.H. Goh and B. C. Ooi: Progressive Evaluation of Nested Aggregate Queries. VLDB Journal, Special Issue on VLDB'1999 best papers, (2000).
    259. B. C. Ooi, K.L. Tan, C. Yu and S. Bressan: Indexing the Edges -- A Simple and Yet Efficient Approach to High-dimensional Indexing. ACM SIGMOD-SIGACT-SIGART 19th Symposium on Principles of Database Systems (PODS), Dallas, Texas, 166-174, (2000).
    260. M.L. Lee, M. Kitsuregawa, B. C. Ooi, K. L. Tan, and A. Mondal: Towards Self-Tuning Data Placement in Parallel Database Systems, ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Dallas, Texas, 225-236, (2000).
    261. S. Bressan, C.L. Goh, B. C. Ooi and K.L. Tan: Integrating Replacement Policies in StorM: An Extensible Approach. ACM SIGMOD Int'l. Conference on Management of Data (SIGMOD), Dallas, Texas, Demo paper, 599, (2000).
    262. K.L. Tan, B. C. Ooi and David Abel: Exploiting Spatial Indexes for Semijoin-based Join Processing in Distributed Spatial Databases. IEEE Trans. on Data and Knowledge Engineering (TKDE), 12, 2, 920-937 (2000)
    263. K. Wang, B. C. Ooi and S. Sung: P-tree: A B-tree index for lists. The international Conf. on Database Systems for Advanced Applications (DASFAA), Taiwan, 221-228 (1999).
    264. K.L. Tan, C. H. Goh and B. C. Ooi: Online Feedback for Nested Aggregate Queries with Multi-Threading. Int'l Conference on Very Large Data Bases (VLDB), 18-29, Scotland (1999).
    265. C. H. Goh, B. C. Ooi, D. Sim and K.L. Tan: GHOST: Fine Granularity Buffering of Indexes. 1999 Int'l Conference on Very Large Data Bases (VLDB), 339-350, Scotland (1999).
    266. K.L. Tan, C. H. Goh and B. C. Ooi: On Getting Some Answer Quickly, and Perhaps More Later. IEEE Int'l Conference on Data Engineering (ICDE), 32-39, (1999).
    267. E. Bertino and B. C. Ooi: The Indispensability of Dispensable Indexes. IEEE Trans. on Data and Knowledge Engineering (TKDE), 11(1), 17-27, (Feb 1999).
    268. B. C. Ooi, C.H. Goh and K.L. Tan: Fast Retrieval in High Dimensional Databases with Incomplete Information. 1998 Int'l Conference on Very Large Data Bases (VLDB), New York, 357 - 367 (1998).
    269. B. C. Ooi, K. L. Tan, T. S. Chua and W. Hsu: Fast Image Retrieval Based on Color. The VLDB Journal, 7(2), 115-128 (1998).
    270. C. Y. Chan, C. H. Goh and B. C. Ooi: OODB Indexing based on Access Proximity. IEEE Int'l Conference on Data Engineering (ICDE), 14-21 (1997).
    271. J. Cai, K. L. Tan and B. C. Ooi: On Incremental Cache Coherency Schemes in Mobile Computing Environment. IEEE Int'l Conference on Data Engineering (ICDE), 362-369 (1997).
    272. C. Y. Chan and B. C. Ooi: Efficient Scheduling of Page Access in Index-based Join Processing. IEEE Trans. on Data and Knowledge Engineering (TKDE), (1997).
    273. C. S. Chua, Z. Li, B. C. Ooi and K. L. Tan: Disk Striping Strategies for Large Video-on-Demand Servers. ACM SIGMM'96, Multimedia Conference, (1996).
    274. B. C. Ooi, J. Han, H. Lu and K. L. Tan: Index Nesting - An Efficient Approach to Indexing in Object-oriented Databases. The VLDB Journal, Vol. 5, No. 3, 215-228 (1996).
    275. D. Abel, B. C. Ooi, K. L. Tan, R. Power and J. Yu: Spatial Join Strategies in Distributed Spatial DBMS, Proc. 4th Int'l. Symposium on Large Spatial Databases, LNCS #951, Springer-Verlag, 348-367 (1995).
    276. C. H. Goh, H. Lu, B. C. Ooi and K. L. Tan: Indexing Temporal Databases using B+-Trees. Data and Knowledge Engineering, Elsevier, (1995).
    277. H. Lu, B. C. Ooi and K.L. Tan: On Spatially Partitioned Temporal Join. Int'l Conference on Very Large Data Bases (VLDB), 1994.
    278. H. Shen, B. C. Ooi and H. Lu: The TP-Index: An efficient indexing mechanism for temporal databases. IEEE Int'l Conference on Data Engineering (ICDE) (1994).
    279. B. C. Ooi, C. Zhao and H. Lu: DUET -- A Database User Interface Design Environment. Journal of Intelligent Information Systems Vol. 3, 331-355 (1994).
    280. T. W. Koh, B. C. Ooi and Y.S. Ho: A model using classes as basic organization tools. Proc. 3rd Int'l Conference on Deductive and Object-Oriented Databases (DOOD). Springer-Verlag (1993).
    281. C. Y. Chan, B. C. Ooi and H. Lu: Extensible buffer management of indexes. Int'l. Conf. on Very Large Data Bases (VLDB), Canada, 444-455 (1992).
    282. C. C. Low, B. C. Ooi and H. Lu: H-trees: A dynamic associative search index for OODB, ACM SIGMOD Int'l. Conf. on Management of Data, San Diego, 134-143 (1992).
    283. H. H. Pang, H. Lu and B. C. Ooi: An efficient semantic query transformation algorithm, IEEE Int'l. Conf. on Data Engineering (ICDE), Kobe, Japan, 326 - 335 (1991).
    284. B. C. Ooi, R. Sacks-Davis and K. McDonell: Spatial Indexing by Binary Decomposition and Spatial Bounding, Information Systems Journal 16,2, Pergamon Press, 211-237 (1991).
    285. B. C. Ooi, K. McDonell and R. Sacks-Davis: Extending a DBMS for Geographic Applications, IEEE Int'l Conf. on Data Engineering (ICDE), Los Angeles, 590-597 (1989).
    286. H. T. Ch'ng, B. Srinivasan and B. C. Ooi: Study of Self Organizing Heuristics for Skewed Access Patterns, Information Processing Letters 13, 3, 237-244 (1989).

    Monographs/Books:
    1. Q. Vu, M. Lupu, B. C. Ooi: Peer-to-peer computing: Principles and Applications. Springer-Verlag, 2009.
    2. K. L. Tan and B. C. Ooi: Data Dissemination in Wireless Computing Environments. Monograph series, Kluwer Academics, 2000.
    3. E. Bertino, B. C. Ooi, R. Sacks-Davis, K.L. Tan, J. Zobel, B. Shidlovsky, B. Cantania: Indexing Techniques for Advanced Database Applications. Monograph series, Kluwer Academics, 1997.
    4. B. C. Ooi: Efficient Query Processing in Geographic Information Systems, Lecture Notes in Computer Science #471, Springer-Verlag, Berlin-Heidelberg-New York, 208p, 1990.
    Editorial:
    1. H. Lu, B. C. Ooi, K.L. Tan: Parallel Query Processing in Relational Database System, IEEE Computer Society, New-York, (1994).
    Proceedings (editorial):
    1. SSD'93, FEGIS'93, DBISP2P'04, DASFAA'05, VLDB'05, ACM SIGMOD'07, VLDB'08, ICDE'12, IIEEE BigData'15, IEEE ICDE'18, ACM SoCC'20.
    Unpublished/Technical Papers:
    1. Spatial Indexing Structures (long survey), 1993. [submitted to acm comp. survey in 1994, updated but was never resubmitted: pdf]
    2. Chi-Tree: A New Class Hierarchy Access Method for OODB, 1994.
    3. Efficient Scheduling of Page Access in Join Processing. 1994.
    4. An experimental study of temporal indexes, 1996
    5. W.S. Ng, P. Kalnis, B. C. Ooi, K.L. Tan: POEMS: A transformable architecture for managing system overload. 2004. (reject from SIGMOD05)
    6. Database support for online games? 2008
    Selected Talks:
    1. B.C. Ooi: Architecture of a Verifiable Database System for Supporting Digital Trust. IEEE ICDE 2022. Keynote.
    2. B. C. Ooi: What Can AI do for End-to-End Data Analytics? DASFAA 2021. Keynote.
    3. B. C. Ooi: Healthcare Transformation from Data and System Perspectives. VLDB 2018. Keynote.
    4. B. C. Ooi: 5 minute pitch at Beckman Database Self Assessment Meeting, UCI, 14-15, October, 2013.
    5. B. C. Ooi: Providing Scalable Database Services on the Cloud. WISE, December 2010. Keynote.
    6. B. C. Ooi: Suuporting OLTP and OLAP queries on cloud platforms. OTM. October 2010. Keynote.
    7. B. C. Ooi: epiC: an Elastic, Power-aware, data-Intensive Cloud Platform. Forum on Cloud Data Management and its Applications, Shanghai, June 2010. Keynote
    8. B. C. Ooi: 5 minute research pitch at Berkeley Database Self Assessment Meeting, Claremont,29-30 May 2008.
    9. B. C. Ooi: Storage and Index Design for Community Systems DASFAA 2008. Keynote.
    10. B. C. Ooi: Can P2P become a disruptive technology to enterprise data processing? ADC 2008. Keynote.
    11. B. C. Ooi, S. Wu, L. Xu: P2P based data management. Informatics 2007. Kuala Lumpur. Keynote.
    12. Searching in P2P networks. IBM Data Management Potpourri Workshop, Toronto, August 30th 2004.
    13. Similarity search in p2p (structured and unstructured) networks. Summer Institute on Peer-to-peer Computing, Academia Sinica, Taipei, Taiwan. July 29 - August 4, 2004.
    14. B.C. Ooi, H. Shen, C. Xia: Towards Efficient Image Retrieval based on Multiple Features: Pacific-Rim Conference on Multimedia (PCM). 2003. Invited
    15. B.C. Ooi, W.S. Ng, K.L. Tan, A. Zhou: Information Acquisition Through an Integrated Paradigm: P2P + Agent. Second International Workshop on Agents and Peer-to-Peer Computing (AP2PC 2003), Melbourne. July 2003. Invited.
    16. B. C. Ooi, C.Y. Liau, K.L.Tan: Managing Trust in Peer-to-Peer Systems Using Reputation-Based Techniques. International Conference on Web Age Information Management (WAIM'03). Chengdu, China. August 2003. Keynote.
    17. B. C. Ooi, Y. Shu, K.L. Tan: DB-enabled Peers for Managing Distributed Data. The Fifth Asia Pacific Web Conference (APWeb'03). Xian, China. September 2003. LNCS 2642, 10-21. Keynote.
    18. B. C. Ooi, K. L. Tan, H. Lu and A. Zhou P2P: Harnessing and Riding on Peers. Post-VLDB and 19th NDBC. Keynote. 2002.
    19. B. C. Ooi, K.L. Tan, and C. Yu: Fast update and efficient retrieval: an oxymoron for moving object indexes? Proceedings of International Web GIS Workshop, Singapore, IEEE Press, 2002. Keynote.
    20. B.C. Ooi and K.L. Tan: B-trees: Bearing all kinds of fruits. Australiasian Database Conference, January 2002. Invited.
    21. B. C. Ooi, T.S. Chua, J. Li: On-demand retrieval. IEICE Data Engineering Conference, Tokyo, 1996. Invited.

    This document, papers.html, has been accessed 7405 times since 25-Jun-24 11:57:13 +08. This is the 10th time it has been accessed today.

    A total of 2937 different hosts have accessed this document in the last 567 days; your host, 216.73.216.162, has accessed it 2 times.

    If you're interested, complete statistics for this document are also available, including breakdowns by top-level domain, host name, and date.