Beng Chin Ooi - RankMe

508 papers A* 98A 9B 25C 8Misc 4Journal 261Unranked 83

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CLEAR-Mamba:Towards Accurate, Adaptive and Trustworthy Multi-Sequence Ophthalmic Angiography Classification. CoRR Zhuonan Wang, Wenjie Yan, Wenqiao Zhang, Xiaohui Song, Jian Ma, Ke Yao, Yibo Yu, Beng Chin Ooi
2026	J	`jnl`	CtrlCoT: Dual-Granularity Chain-of-Thought Compression for Controllable Reasoning. CoRR Zhenxuan Fan, Jie Cao, Yang Dai, Zheqi Lv, Wenqiao Zhang, Zhongle Xie, Peng Lu, Beng Chin Ooi
2026	J	`jnl`	NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions. Proc. VLDB Endow. Shizheng Hou, Wenqi Pei, Nuo Chen, Quang-Trung Ta, Peng Lu, Beng Chin Ooi
2026	J	`jnl`	OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis. CoRR Tianwei Lin, Zhongwei Qiu, Wenqiao Zhang, Jiang Liu, Yihan Xie, Mingjian Gao, Zhenxuan Fan, Zhaocheng Li, Sijing Li, Zhongle Xie, Peng Lu, Yueting Zhuang, Ling Zhang, Beng Chin Ooi, Yingda Xia
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
2026	J	`jnl`	TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis. CoRR Sijing Li, Zhongwei Qiu, Jiang Liu, Wenqiao Zhang, Tianwei Lin, Yihan Xie, Jianxiang An, Boxiang Yun, Chenglin Yang, Jun Xiao, Guangyu Guo, Jiawen Yao, Wei Liu, Yuan Gao, Ke Yan, Weiwei Cao, Zhilin Zheng, Tony C. W. Mok, Kai Cao, Yu Shi, Jiuyu Zhang, Jian Zhou, Beng Chin Ooi, Yingda Xia, Ling Zhang
2025	J	`jnl`	CCaaLF: Concurrency Control as a Learnable Function. CoRR Hexiang Pan, Shaofeng Cai, Tien Tuan Anh Dinh, Yuncheng Wu, Yeow Meng Chee, Gang Chen, Beng Chin Ooi
2025	J	`jnl`	Characterizing Cryptocurrency-Themed Malicious Browser Extensions. Commun. ACM Guangdong Bai, Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Beng Chin Ooi, Jin Song Dong
2025	A*	`conf`	Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data. IJCAI Chengxin Wang, Gary Tan, Swagato Barman Roy, Beng Chin Ooi
2025	A*	`conf`	EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model. ACM Multimedia Sijing Li, Tianwei Lin, Lingshuai Lin, Wenqiao Zhang, Jiang Liu, Xiaoda Yang, Juncheng Li, Yucheng He, Xiaohui Song, Jun Xiao, Yueting Zhuang, Beng Chin Ooi
2025	J	`jnl`	EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model. CoRR Sijing Li, Tianwei Lin, Lingshuai Lin, Wenqiao Zhang, Jiang Liu, Xiaoda Yang, Juncheng Li, Yucheng He, Xiaohui Song, Jun Xiao, Yueting Zhuang, Beng Chin Ooi
2025	A*	`conf`	GCON: Differentially Private Graph Convolutional Network via Objective Perturbation. ICDE Jianxin Wei, Yizheng Zhu, Xiaokui Xiao, Ergute Bao, Yin Yang, Kuntai Cai, Beng Chin Ooi
2025	J	`jnl`	Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives. CoRR Gang Chen, Changshuo Liu, Gene Anne Ooi, Marcus Tan, Zhongle Xie, Jianwei Yin, James Wei Luen Yip, Wenqiao Zhang, Jiaqi Zhu, Beng Chin Ooi
2025	J	`jnl`	HAKES: Scalable Vector Database for Embedding Search Service. CoRR Guoyu Hu, Shaofeng Cai, Tien Tuan Anh Dinh, Zhongle Xie, Cong Yue, Gang Chen, Beng Chin Ooi
2025	J	`jnl`	HAKES: Scalable Vector Database for Embedding Search Service. Proc. VLDB Endow. Guoyu Hu, Shaofeng Cai, Tien Tuan Anh Dinh, Zhongle Xie, Cong Yue, Gang Chen, Beng Chin Ooi
2025	A*	`conf`	HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation. ICML Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi
2025	J	`jnl`	HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation. CoRR Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi
2025	J	`jnl`	Heartcare Suite: Multi-dimensional Understanding of ECG with Raw Multi-lead Signal Modeling. CoRR Yihan Xie, Sijing Li, Tianwei Lin, Zhuonan Wang, Chenglin Yang, Yu Zhong, Wenqiao Zhang, Haoyuan Li, Hao Jiang, Fengda Zhang, Qishan Chen, Jun Xiao, Yueting Zhuang, Beng Chin Ooi
2025	A*	`conf`	In-Context Adaptation to Concept Drift for Learned Database Operations. ICML Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi
2025	J	`jnl`	In-Context Adaptation to Concept Drift for Learned Database Operations. CoRR Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi
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`	NeurIDA: Dynamic Modeling for Effective In-Database Analytics. CoRR Lingze Zeng, Naili Xing, Shaofeng Cai, Peng Lu, Gang Chen, Jian Pei, Beng Chin Ooi
2025	J	`jnl`	NeurStore: Efficient In-database Deep Learning Model Management System. CoRR Siqi Xiang, Sheng Wang, Xiaokui Xiao, Cong Yue, Zhanhao Zhao, Beng Chin Ooi
2025	J	`jnl`	NeurStore: Efficient In-database Deep Learning Model Management System. Proc. ACM Manag. Data Siqi Xiang, Sheng Wang, Xiaokui Xiao, Cong Yue, Zhanhao Zhao, Beng Chin Ooi
2025	A*	`conf`	NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics. ICML Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip
2025	A*	`conf`	Passive Inference Attacks on Split Learning via Adversarial Regularization. NDSS Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi
2025	J	`jnl`	PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity. CoRR Yuqian Yuan, Wenqiao Zhang, Xin Li, Shihao Wang, Kehan Li, Wentong Li, Jun Xiao, Lei Zhang, Beng Chin Ooi
2025	A*	`conf`	SeSeMI: Secure Serverless Model Inference on Sensitive Data. ICDE Guoyu Hu, Yuncheng Wu, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi
2025	J	`jnl`	The Cambridge Report on Database Research. CoRR Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2025	A*	`conf`	Toward Robust Signed Graph Learning through Joint Input-Target Denoising. ACM Multimedia Junran Wu, Beng Chin Ooi, Ke Xu
2025	J	`jnl`	Toward Robust Signed Graph Learning through Joint Input-Target Denoising. CoRR Junran Wu, Beng Chin Ooi, Ke Xu
2024	J	`jnl`	Anytime Neural Architecture Search on Tabular Data. CoRR Naili Xing, Shaofeng Cai, Zhaojing Luo, Beng Chin Ooi, Jian Pei
2024	J	`jnl`	Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. Distributed Ledger Technol. Res. Pract. Dumitrel Loghin, Tien Tuan Anh Dinh, Gang Chen, Yong Meng Teo, Beng Chin Ooi
2024	J	`jnl`	CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. CoRR Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024	J	`jnl`	CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. Proc. VLDB Endow. Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024	J	`jnl`	CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning. Proc. ACM Manag. Data Haotian Gao, Shaofeng Cai, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi
2024	J	`jnl`	Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. Proc. VLDB Endow. Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei
2024	J	`jnl`	Distribution-aware Online Continual Learning for Urban Spatio-Temporal Forecasting. CoRR Chengxin Wang, Gary Tan, Swagato Barman Roy, Beng Chin Ooi
2024	A*	`conf`	Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection. ACM Multimedia Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Junran Wu
2024	A*	`conf`	Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics. ICML Kaiping Zheng, Horng Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024	J	`jnl`	Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. CoRR Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
2024	J	`jnl`	Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective. IEEE Trans. Inf. Forensics Secur. Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
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. Manos Athanassoulis, Ioana Manolescu, Beng Chin Ooi, Themis Palpanas, Nesime Tatbul
2024	J	`jnl`	GCON: Differentially Private Graph Convolutional Network via Objective Perturbation. CoRR Jianxin Wei, Yizheng Zhu, Xiaokui Xiao, Ergute Bao, Yin Yang, Kuntai Cai, Beng Chin Ooi
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	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`	On Data Distribution Leakage in Cross-Silo Federated Learning. IEEE Trans. Knowl. Data Eng. Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaochen Zhu, Xiaokui Xiao, Beng Chin Ooi
2024	J	`jnl`	Powering In-Database Dynamic Model Slicing for Structured Data Analytics. CoRR Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
2024	J	`jnl`	Powering In-Database Dynamic Model Slicing for Structured Data Analytics. Proc. VLDB Endow. Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
2024	A*	`conf`	Protecting Label Distribution in Cross-Silo Federated Learning. SP Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
2024	J	`jnl`	SeSeMI: Secure Serverless Model Inference on Sensitive Data. CoRR Guoyu Hu, Yuncheng Wu, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi
2024	J	`jnl`	SecuDB: An In-enclave Privacy-preserving and Tamper-resistant Relational Database. Proc. VLDB Endow. Xinying Yang, Cong Yue, Wenhui Zhang, Yang Liu, Beng Chin Ooi, Jianjun Chen
2024	J	`jnl`	Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. Proc. VLDB Endow. Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao
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 Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. CoRR Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip
2023	J	`jnl`	CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation. CoRR Wenqiao Zhang, Changshuo Liu, Can Cui, Beng Chin Ooi
2023	—	`conf`	Characterizing Cryptocurrency-themed Malicious Browser Extensions. SIGMETRICS (Abstracts) Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong
2023	A*	`conf`	DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization. WWW Zheqi Lv, Wenqiao Zhang, Shengyu Zhang, Kun Kuang, Feng Wang, Yongwei Wang, Zhengyu Chen, Tao Shen, Hongxia Yang, Beng Chin Ooi, Fei Wu
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`	Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment. Proc. VLDB Endow. Haotian Gao, Cong Yue, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi
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	—	`conf`	First Workshop on Verifiable Database Systems. SIGMOD Conference Companion Tien Tuan Anh Dinh, Beng Chin Ooi, Xinying Yang
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`	IDEAL: Toward High-efficiency Device-Cloud Collaborative and Dynamic Recommendation System. CoRR Zheqi Lv, Zhengyu Chen, Shengyu Zhang, Kun Kuang, Wenqiao Zhang, Mengze Li, Beng Chin Ooi, Fei Wu
2023	—	`ed.`	IEEE International Conference on Big Data and Smart Computing, BigComp 2023, Jeju, Republic of Korea, February 13-16, 2023 BigComp Hyeran Byun, Beng Chin Ooi, Katsumi Tanaka, Sang-Won Lee, Zhixu Li, Akiyo Nadamoto, Giltae Song, Young-Guk Ha, Kazutoshi Sumiya, Yuncheng Wu, Hyuk-Yoon Kwon, Takehiro Yamamoto
2023	J	`jnl`	Incentive-Aware Decentralized Data Collaboration. Proc. ACM Manag. Data Yatong Wang, Yuncheng Wu, Xincheng Chen, Gang Feng, Beng Chin Ooi
2023	J	`jnl`	Interoperability in Blockchain: A Survey. IEEE Trans. Knowl. Data Eng. Kunpeng Ren, Nhut-Minh Ho, Dumitrel Loghin, Thanh-Toan Nguyen, Beng Chin Ooi, Quang-Trung Ta, Feida Zhu
2023	A*	`conf`	Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels. ICCV Wenqiao Zhang, Changshuo Liu, Lingze Zeng, Beng Chin Ooi, Siliang Tang, Yueting Zhuang
2023	J	`jnl`	Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels. CoRR Wenqiao Zhang, Changshuo Liu, Lingze Zeng, Beng Chin Ooi, Siliang Tang, Yueting Zhuang
2023	J	`jnl`	METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. CoRR Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao Zhang
2023	J	`jnl`	METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. Proc. VLDB Endow. Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao 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	J	`jnl`	Passive Inference Attacks on Split Learning via Adversarial Regularization. CoRR Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi
2023	J	`jnl`	Regularized Pairwise Relationship based Analytics for Structured Data. Proc. ACM Manag. Data Zhaojing Luo, Shaofeng Cai, Yatong Wang, Beng Chin Ooi
2023	J	`jnl`	Robust and Transferable Log-based Anomaly Detection. Proc. ACM Manag. Data Peng Jia, Shaofeng Cai, Beng Chin Ooi, Pinghui Wang, Yiyuan Xiong
2023	J	`jnl`	Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. CoRR Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao
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`	Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis. CoRR Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng
2023	J	`jnl`	VeDB: A Software and Hardware Enabled Trusted Relational Database. Proc. ACM Manag. Data Xinying Yang, Ruide Zhang, Cong Yue, Yang Liu, Beng Chin Ooi, Qun Gao, Yuan Zhang, Hao Yang
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
2023	J	`jnl`	VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation. Proc. ACM Manag. Data Zhanhao Zhao, Hexiang Pan, Gang Chen, Xiaoyong Du, Wei Lu, Beng Chin Ooi
2022	A*	`conf`	A Fusion-Denoising Attack on InstaHide with Data Augmentation. AAAI Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi
2022	J	`jnl`	Blockchain Goes Green? Part II: Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. CoRR Dumitrel Loghin, Tien Tuan Anh Dinh, Aung Maw, Gang Chen, Yong Meng Teo, Beng Chin Ooi
2022	A*	`conf`	BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation. CVPR Wenqiao Zhang, Lei Zhu, James Hallinan, Shengyu Zhang, Andrew Makmur, Qingpeng Cai, Beng Chin Ooi
2022	J	`jnl`	BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation. CoRR Wenqiao Zhang, Lei Zhu, James Hallinan, Andrew Makmur, Shengyu Zhang, Qingpeng Cai, Beng Chin Ooi
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	A*	`conf`	ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. ICDE Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao
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`	Hybrid Blockchain Database Systems: Design and Performance. Proc. VLDB Endow. Zerui Ge, Dumitrel Loghin, Beng Chin Ooi, Pingcheng Ruan, Tianwen Wang
2022	J	`jnl`	LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie
2022	—	`conf`	LedgerView: Access-Control Views on Hyperledger Fabric. SIGMOD Conference Pingcheng Ruan, Yaron Kanza, Beng Chin Ooi, Divesh Srivastava
2022	A*	`conf`	NASI: Label- and Data-agnostic Neural Architecture Search at Initialization. ICLR Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low
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	J	`jnl`	Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. CoRR Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung
2022	J	`jnl`	Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. Proc. VLDB Endow. Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung
2022	J	`jnl`	The Seattle report on database research. Commun. ACM Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2022	A	`conf`	eDental: Managing Your Dental Care in Diet Diaries. CIKM Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi
2021	J	`jnl`	A Fusion-Denoising Attack on InstaHide with Data Augmentation. CoRR Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi
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	A*	`conf`	Adaptive Knowledge Driven Regularization for Deep Neural Networks. AAAI Zhaojing Luo, Shaofeng Cai, Can Cui, Beng Chin Ooi, Yang Yang
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`	Characterizing Cryptocurrency-themed Malicious Browser Extensions. Proc. ACM Meas. Anal. Comput. Syst. Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong
2021	A*	`conf`	Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. ICDE Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
2021	A*	`conf`	Feature Inference Attack on Model Predictions in Vertical Federated Learning. ICDE Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
2021	A*	`ed.`	KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021 KDD Feida Zhu, Beng Chin Ooi, Chunyan Miao
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	J	`jnl`	NASI: Label- and Data-agnostic Neural Architecture Search at Initialization. CoRR Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low
2021	—	`conf`	PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
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
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	J	`jnl`	Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. CoRR Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
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`	Detecting Implementation Bugs in Graph Convolutional Network based Node Classifiers. ISSRE Yiwei Wang, Wei Wang, Yujun Cai, Bryan Hooi, Beng Chin Ooi
2020	J	`jnl`	Feature Inference Attack on Model Predictions in Vertical Federated Learning. CoRR Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, 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`	Inaugural Issue Editorial. Trans. Data Sci. Beng Chin Ooi
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`	Privacy Preserving Vertical Federated Learning for Tree-based Models. CoRR Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi
2020	J	`jnl`	Privacy Preserving Vertical Federated Learning for Tree-based Models. Proc. VLDB Endow. Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, 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	—	`ed.`	SoCC '20: ACM Symposium on Cloud Computing, Virtual Event, USA, October 19-21, 2020 SoCC Rodrigo Fonseca, Christina Delimitrou, Beng Chin Ooi
2020	—	`conf`	TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. SIGMOD Conference Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
2020	J	`jnl`	TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. CoRR Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
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`	A Blueprint For Interoperable Blockchains. CoRR Tien Tuan Anh Dinh, Anwitaman Datta, Beng Chin Ooi
2019	J	`jnl`	Blockchain Goes Green? An Analysis of Blockchain on Low-Power Nodes. CoRR Dumitrel Loghin, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi, Yong Meng Teo
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`	Distributed Computing with Permissioned Blockchains and Databases (Dagstuhl Seminar 19261). Dagstuhl Reports C. Mohan, Beng Chin Ooi, Gottfried Vossen
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`	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`	ISBNet: Instance-aware Selective Branching Network. CoRR Shaofeng Cai, Yao Shu, Wei Wang, Beng Chin Ooi
2019	J	`jnl`	MemepiC: Towards a Unified In-Memory Big Data Management System. IEEE Trans. Big Data Qingchao Cai, Hao Zhang, Wentian Guo, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Weng-Fai Wong
2019	J	`jnl`	Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
2019	J	`jnl`	Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
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
2019	J	`jnl`	The Seattle Report on Database Research. SIGMOD Rec. Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2019	—	`conf`	Towards Scaling Blockchain Systems via Sharding. SIGMOD Conference Hung Dang, Tien Tuan Anh Dinh, Dumitrel Loghin, Ee-Chien Chang, Qian Lin, Beng Chin Ooi
2018	J	`jnl`	An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. KSII Trans. Internet Inf. Syst. Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi
2018	J	`jnl`	Chain of Trust: Can Trusted Hardware Help Scaling Blockchains? CoRR Hung Dang, Tien Tuan Anh Dinh, Ee-Chien Chang, Beng Chin Ooi
2018	—	`conf`	Cohort Analysis with Ease. SIGMOD Conference Zhongle Xie, Qingchao Cai, Fei He, Gene Yan Ooi, Weilong Huang, Beng Chin Ooi
2018	—	`ch.`	Crowd Database Systems. Encyclopedia of Database Systems (2nd ed.) Ju Fan, Meihui Zhang, Beng Chin Ooi
2018	A*	`conf`	Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. IJCAI Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee
2018	J	`jnl`	DIM: a distributed air index based on MapReduce for spatial query processing in road networks. EURASIP J. Wirel. Commun. Netw. Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi, Yuting Gu
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	J	`jnl`	Efficient Distributed Memory Management with RDMA and Caching. Proc. VLDB Endow. Qingchao Cai, Wentian Guo, Hao Zhang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Yong Meng Teo, Sheng Wang
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	A*	`conf`	Medical Concept Embedding with Time-Aware Attention. IJCAI Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
2018	J	`jnl`	Medical Concept Embedding with Time-Aware Attention. CoRR Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
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	—	`conf`	Overload Control for Scaling WeChat Microservices. SoCC Hao Zhou, Ming Chen, Qian Lin, Yong Wang, Xiaobin She, Sifan Liu, Rui Gu, Beng Chin Ooi, Junfeng Yang
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`	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	—	`conf`	BLOCKBENCH: A Framework for Analyzing Private Blockchains. SIGMOD Conference Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan
2017	J	`jnl`	BLOCKBENCH: A Framework for Analyzing Private Blockchains. CoRR Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan
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`	Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2017	J	`jnl`	DTNC: A New Server-side Data Cleansing Framework for Cellular Trajectory Services. CoRR Jian Dai, Fei He, Wang-Chien Lee, Gang Chen, Beng Chin Ooi
2017	—	`ch.`	Indexing of Moving Objects, B Encyclopedia of GIS Christian S. Jensen, Dan Lin, Beng Chin Ooi
2017	—	`ch.`	Maximum Update Interval in Moving Objects Databases. Encyclopedia of GIS Christian S. Jensen, Dan Lin, Beng Chin Ooi
2017	A*	`conf`	Parallelizing Skip Lists for In-Memory Multi-Core Database Systems. ICDE Zhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong
2017	J	`jnl`	Privacy-Preserving Computation with Trusted Computing via Scramble-then-Compute. Proc. Priv. Enhancing Technol. Hung Dang, Tien Tuan Anh Dinh, Ee-Chien Chang, Beng Chin Ooi
2017	A*	`conf`	Resolving the Bias in Electronic Medical Records. KDD Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
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`	UniAD: A Unified Ad Hoc Data Processing System. ACM Trans. Database Syst. Xiaogang Shi, Bin Cui, Gillian Dobbie, Beng Chin Ooi
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
2017	—	`ch.`	iDistance Techniques. Encyclopedia of GIS H. V. Jagadish, Beng Chin Ooi, Rui Zhang
2016	—	`conf`	Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. SIGMOD Conference Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu
2016	J	`jnl`	Cohort Query Processing. CoRR Dawei Jiang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung
2016	J	`jnl`	Cohort Query Processing. Proc. VLDB Endow. Dawei Jiang, Qingchao Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung
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. CoRR Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
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`	Effective deep learning-based multi-modal retrieval. VLDB J. Wei Wang, Xiaoyan Yang, Beng Chin Ooi, Dongxiang Zhang, Yueting Zhuang
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
2016	J	`jnl`	Fast and Adaptive Indexing of Multi-Dimensional Observational Data. Proc. VLDB Endow. Sheng Wang, David Maier, Beng Chin Ooi
2016	J	`jnl`	PI : a Parallel in-memory skip list based Index. CoRR Zhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong
2016	J	`jnl`	The Beckman report on database research. Commun. ACM Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2016	—	`conf`	Towards a Non-2PC Transaction Management in Distributed Database Systems. SIGMOD Conference Qian Lin, Pengfei Chang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang
2016	J	`jnl`	epiC: an extensible and scalable system for processing Big Data. VLDB J. Dawei Jiang, Sai Wu, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Jun Xu
2015	A*	`conf`	"Anti-Caching"-based elastic memory management for Big Data. ICDE Hao Zhang, Gang Chen, Beng Chin Ooi, Weng-Fai Wong, Shensen Wu, Yubin Xia
2015	J	`jnl`	A Performance Study of Big Data on Small Nodes. Proc. VLDB Endow. Dumitrel Loghin, Bogdan Marius Tudor, Hao Zhang, Beng Chin Ooi, Yong Meng Teo
2015	J	`jnl`	Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale. CoRR Jinyang Gao, H. V. Jagadish, Beng Chin Ooi
2015	J	`jnl`	Adaptive Logging for Distributed In-memory Databases. CoRR Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu
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`	Efficient Processing of Spatial Group Keyword Queries. ACM Trans. Database Syst. Xin Cao, Gao Cong, Tao Guo, Christian S. Jensen, Beng Chin Ooi
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	J	`jnl`	In-memory Databases: Challenges and Opportunities From Software and Hardware Perspectives. SIGMOD Rec. Kian-Lee Tan, Qingchao Cai, Beng Chin Ooi, Weng-Fai Wong, Chang Yao, Hao Zhang
2015	A*	`conf`	M2R: Enabling Stronger Privacy in MapReduce Computation. USENIX Security Symposium Tien Tuan Anh Dinh, Prateek Saxena, Ee-Chien Chang, Beng Chin Ooi, Chunwang 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
2015	A*	`conf`	SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
2015	—	`conf`	Scalable Distributed Stream Join Processing. SIGMOD Conference Qian Lin, Beng Chin Ooi, Zhengkui Wang, Cui Yu
2015	A*	`conf`	Selective Hashing: Closing the Gap between Radius Search and k-NN Search. KDD Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang
2015	—	`conf`	iCrowd: An Adaptive Crowdsourcing Framework. SIGMOD Conference Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng
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	—	`conf`	DSH: data sensitive hashing for high-dimensional k-nnsearch. SIGMOD Conference Jinyang Gao, H. V. Jagadish, Wei Lu, Beng Chin Ooi
2014	J	`jnl`	Distributed data management using MapReduce. ACM Comput. Surv. Feng Li, Beng Chin Ooi, M. Tamer Özsu, Sai Wu
2014	J	`jnl`	Effective Multi-Modal Retrieval based on Stacked Auto-Encoders. Proc. VLDB Endow. Wei Wang, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yueting Zhuang
2014	J	`jnl`	Efficient In-memory Data Management: An Analysis. Proc. VLDB Endow. Hao Zhang, Bogdan Marius Tudor, Gang Chen, Beng Chin Ooi
2014	J	`jnl`	Efficiently Supporting Edit Distance Based String Similarity Search Using B $^+$-Trees. IEEE Trans. Knowl. Data Eng. Wei Lu, Xiaoyong Du, Marios Hadjieleftheriou, Beng Chin Ooi
2014	J	`jnl`	Fast Failure Recovery in Distributed Graph Processing Systems. Proc. VLDB Endow. Yanyan Shen, Gang Chen, H. V. Jagadish, Wei Lu, Beng Chin Ooi, Bogdan Marius Tudor
2014	J	`jnl`	Federation in Cloud Data Management: Challenges and Opportunities. IEEE Trans. Knowl. Data Eng. H. V. Jagadish, Dawei Jiang, David Maier, Beng Chin Ooi, Kian-Lee Tan, Wang-Chiew Tan
2014	J	`jnl`	From Big Data to Data Science: A Multi-disciplinary Perspective. Big Data Res. Zhaohui Wu, Beng Chin Ooi
2014	J	`jnl`	Guest Editorial: Special Section on the International Conference on Data Engineering. IEEE Trans. Knowl. Data Eng. Johannes Gehrke, Beng Chin Ooi, Evaggelia Pitoura
2014	J	`jnl`	Lightweight Indexing of Observational Data in Log-Structured Storage. Proc. VLDB Endow. Sheng Wang, David Maier, Beng Chin Ooi
2014	A*	`conf`	R-Store: A scalable distributed system for supporting real-time analytics. ICDE Feng Li, M. Tamer Özsu, Gang Chen, Beng Chin Ooi
2014	J	`jnl`	ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems [Innovative Systems Paper]. Proc. VLDB Endow. Peng Lu, Gang Chen, Beng Chin Ooi, Hoang Tam Vo, Sai Wu
2014	J	`jnl`	Special section on data-intensive cloud infrastructure. VLDB J. Ashraf Aboulnaga, Beng Chin Ooi, Patrick Valduriez
2014	J	`jnl`	The Beckman Report on Database Research. SIGMOD Rec. Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2014	—	`conf`	Towards unified ad-hoc data processing. SIGMOD Conference Xiaogang Shi, Bin Cui, Gillian Dobbie, Beng Chin Ooi
2014	J	`jnl`	epiC: an Extensible and Scalable System for Processing Big Data. Proc. VLDB Endow. Dawei Jiang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Sai Wu
2013	—	`conf`	An online cost sensitive decision-making method in crowdsourcing systems. SIGMOD Conference Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen
2013	J	`jnl`	Database research at the National University of Singapore. SIGMOD Rec. Stéphane Bressan, Chee Yong Chan, Wynne Hsu, Mong-Li Lee, Tok Wang Ling, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung
2013	—	`ch.`	Online Aggregation. Advanced Query Processing (1) Sai Wu, Beng Chin Ooi, Kian-Lee Tan
2012	J	`jnl`	An adaptive updating protocol for reducing moving object database workload. VLDB J. Su Chen, Beng Chin Ooi, Zhenjie Zhang
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`	E Inf. Media Technol. Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu
2012	J	`jnl`	E3: an Elastic Execution Engine for Scalable Data Processing. J. Inf. Process. Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu
2012	J	`jnl`	Efficient Processing of k Nearest Neighbor Joins using MapReduce CoRR Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi
2012	J	`jnl`	Efficient Processing of k Nearest Neighbor Joins using MapReduce. Proc. VLDB Endow. Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi
2012	J	`jnl`	Efficient Spatial Keyword Search in Trajectory Databases CoRR Gao Cong, Hua Lu, Beng Chin Ooi, Dongxiang Zhang, Meihui Zhang
2012	J	`jnl`	LogBase: A Scalable Log-structured Database System in the Cloud CoRR Hoang Tam Vo, Sheng Wang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi
2012	J	`jnl`	LogBase: A Scalable Log-structured Database System in the Cloud. Proc. VLDB Endow. Hoang Tam Vo, Sheng Wang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi
2012	—	`conf`	Parallelizing stateful operators in a distributed stream processing system: how, should you and how much? DEBS Sai Wu, Vibhore Kumar, Kun-Lung Wu, Beng Chin Ooi
2012	J	`jnl`	SWORS: A System for the Efficient Retrieval of Relevant Spatial Web Objects. Proc. VLDB Endow. Xin Cao, Gao Cong, Christian S. Jensen, Jun Jie Ng, Beng Chin Ooi, Nhan-Tue Phan, Dingming Wu
2012	J	`jnl`	State of the Journal. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi
2012	J	`jnl`	The evolving landscape of data management in the cloud. Int. J. Comput. Sci. Eng. Divyakant Agrawal, Amr El Abbadi, Beng Chin Ooi, Sudipto Das, Aaron J. Elmore
2011	J	`jnl`	A Framework for Supporting DBMS-like Indexes in the Cloud. Proc. VLDB Endow. Gang Chen, Hoang Tam Vo, Sai Wu, Beng Chin Ooi, M. Tamer Özsu
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	J	`jnl`	An effective 3-in-1 keyword search method over heterogeneous data sources. Inf. Syst. Guoliang Li, Jianhua Feng, Beng Chin Ooi, Jianyong Wang, Lizhu Zhou
2011	—	`conf`	Automatic discovery of attributes in relational databases. SIGMOD Conference Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava
2011	—	`conf`	Collective spatial keyword querying. SIGMOD Conference Xin Cao, Gao Cong, Christian S. Jensen, Beng Chin Ooi
2011	—	`conf`	DOA-SVI 2011 PC Co-chairs' Message. OTM Conferences (2) Ernesto Damiani, Douglas C. Schmidt, Beng Chin Ooi
2011	A*	`conf`	Distributed data management in 2020? ICDE M. Tamer Özsu, Patrick Valduriez, Serge Abiteboul, Bettina Kemme, Ricardo Jiménez-Peris, Beng Chin Ooi
2011	J	`jnl`	EIC Editorial. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi
2011	A*	`conf`	ES ICDE Yu Cao, Chun Chen, Fei Guo, Dawei Jiang, Yuting Lin, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu
2011	—	`conf`	Llama: leveraging columnar storage for scalable join processing in the MapReduce framework. SIGMOD Conference Yuting Lin, Divyakant Agrawal, Chun Chen, Beng Chin Ooi, Sai Wu
2011	—	`ed.`	On the Move to Meaningful Internet Systems: OTM 2011 - Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011, Proceedings, Part I OTM Conferences (1) Robert Meersman, Tharam S. Dillon, Pilar Herrero, Akhil Kumar, Manfred Reichert, Li Qing, Beng Chin Ooi, Ernesto Damiani, Douglas C. Schmidt, Jules White, Manfred Hauswirth, Pascal Hitzler, Mukesh K. Mohania
2011	—	`ed.`	On the Move to Meaningful Internet Systems: OTM 2011 - Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011, Proceedings, Part II OTM Conferences (2) Robert Meersman, Tharam S. Dillon, Pilar Herrero, Akhil Kumar, Manfred Reichert, Li Qing, Beng Chin Ooi, Ernesto Damiani, Douglas C. Schmidt, Jules White, Manfred Hauswirth, Pascal Hitzler, Mukesh K. Mohania
2011	J	`jnl`	Online Data Fusion. Proc. VLDB Endow. Xuan Liu, Xin Luna Dong, Beng Chin Ooi, Divesh Srivastava
2011	—	`conf`	Query optimization for massively parallel data processing. SoCC Sai Wu, Feng Li, Sharad Mehrotra, Beng Chin Ooi
2011	—	`conf`	TI: an efficient indexing mechanism for real-time search on tweets. SIGMOD Conference Chun Chen, Feng Li, Beng Chin Ooi, Sai Wu
2010	J	`jnl`	An Adaptive Updating Protocol for Reducing Moving Object Databases Workload. Proc. VLDB Endow. Su Chen, Beng Chin Ooi, Zhenjie Zhang
2010	—	`conf`	Bed-tree: an all-purpose index structure for string similarity search based on edit distance. SIGMOD Conference Zhenjie Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Divesh Srivastava
2010	—	`conf`	CW2I: Community Data Indexing for Complex Query Processing. WAIM Mei Hui, Panagiotis Karras, Beng Chin Ooi
2010	J	`jnl`	Continuous online index tuning in moving object databases. ACM Trans. Database Syst. Su Chen, Mario A. Nascimento, Beng Chin Ooi, Kian-Lee Tan
2010	—	`conf`	Continuous sampling for online aggregation over multiple queries. SIGMOD Conference Sai Wu, Beng Chin Ooi, Kian-Lee Tan
2010	A*	`conf`	Crew: cross-modal resource searching by exploiting wikipedia. ACM Multimedia Chen Liu, Beng Chin Ooi, Anthony K. H. Tung, Dongxiang Zhang
2010	J	`jnl`	Efficient B-tree Based Indexing for Cloud Data Processing. Proc. VLDB Endow. Sai Wu, Dawei Jiang, Beng Chin Ooi, Kun-Lung Wu
2010	—	`conf`	Indexing multi-dimensional data in a cloud system. SIGMOD Conference Jinbao Wang, Sai Wu, Hong Gao, Jianzhong Li, Beng Chin Ooi
2010	J	`jnl`	Letter from the Special Issue Editor. IEEE Data Eng. Bull. Beng Chin Ooi
2010	A*	`conf`	Locating mapped resources in Web 2.0. ICDE Dongxiang Zhang, Beng Chin Ooi, Anthony K. H. Tung
2010	—	`conf`	OTM'10 Keynote. OTM Conferences (1) Beng Chin Ooi
2010	J	`jnl`	On Multi-Column Foreign Key Discovery. Proc. VLDB Endow. Meihui Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Cecilia M. Procopiuc, Divesh Srivastava
2010	—	`book`	Peer-to-Peer Computing - Principles and Applications. Quang Hieu Vu, Mihai Lupu, Beng Chin Ooi
2010	B	`conf`	Providing Scalable Database Services on the Cloud. WISE Chun Chen, Gang Chen, Dawei Jiang, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu
2010	B	`conf`	Spatio-temporal Event Stream Processing in Multimedia Communication Systems. SSDBM Mingyan Gao, Xiaoyan Yang, Ramesh C. Jain, Beng Chin Ooi
2010	J	`jnl`	Special issue: best papers of VLDB 2008. VLDB J. Peter Buneman, Volker Markl, Beng Chin Ooi, Kenneth A. Ross
2010	J	`jnl`	State of the Transactions Editorial. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi
2010	J	`jnl`	Streaming multiple aggregations using phantoms. VLDB J. Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Pu Zhou
2010	J	`jnl`	The Performance of MapReduce: An In-depth Study. Proc. VLDB Endow. Dawei Jiang, Beng Chin Ooi, Lei Shi, Sai Wu
2010	J	`jnl`	Towards Elastic Transactional Cloud Storage with Range Query Support. Proc. VLDB Endow. Hoang Tam Vo, Chun Chen, Beng Chin Ooi
2010	J	`jnl`	Understanding the meaning of a shifted sky: a general framework on extending skyline query. VLDB J. Zhenjie Zhang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung
2009	—	`conf`	Cloud Data Management Systems: Opportunities and Challenges. SKG Beng Chin Ooi
2009	J	`jnl`	Distributed Online Aggregation. Proc. VLDB Endow. Sai Wu, Shouxu Jiang, Beng Chin Ooi, Kian-Lee Tan
2009	J	`jnl`	EIC Editorial. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi
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
2009	A*	`conf`	Efficient Processing of Warping Time Series Join of Motion Capture Data. ICDE Yueguo Chen, Gang Chen, Ke Chen, Beng Chin Ooi
2009	B	`conf`	Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects. DASFAA Yu Gu, Ge Yu, Yueguo Chen, Beng Chin Ooi
2009	J	`jnl`	Guest editorial: special issue on data management in peer-to-peer systems. Distributed Parallel Databases Beng Chin Ooi, Kian-Lee Tan
2009	J	`jnl`	Histogram-Based Global Load Balancing in Structured Peer-to-Peer Systems. IEEE Trans. Knowl. Data Eng. Quang Hieu Vu, Beng Chin Ooi, Martin C. Rinard, Kian-Lee Tan
2009	J	`jnl`	Introduction of New Associate Editors. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi
2009	J	`jnl`	Letter from the Special Issue Editor. IEEE Data Eng. Bull. Beng Chin Ooi, Srinivasan Parthasarathy
2009	B	`conf`	MarcoPolo: a community system for sharing and integrating travel information on maps. EDBT Yueguo Chen, Su Chen, Yu Gu, Mei Hui, Feng Li, Chen Liu, Liangxu Liu, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yuan Zhou
2009	J	`jnl`	New EIC Editorial. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi
2009	J	`jnl`	Sense the physical, walkthrough the virtual, manage the co (existing) spaces: a database perspective. SIGMOD Rec. Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung
2009	J	`jnl`	Similarity Search on Bregman Divergence: Towards Non-Metric Indexing. Proc. VLDB Endow. Zhenjie Zhang, Beng Chin Ooi, Srinivasan Parthasarathy, Anthony K. H. Tung
2009	J	`jnl`	Skyframe: a framework for skyline query processing in peer-to-peer systems. VLDB J. Shiyuan Wang, Quang Hieu Vu, Beng Chin Ooi, Anthony K. H. Tung, Lizhen Xu
2009	J	`jnl`	The Claremont report on database research. Commun. ACM Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2008	—	`conf`	A graph method for keyword-based selection of the top-K databases. SIGMOD Conference Quang Hieu Vu, Beng Chin Ooi, Dimitris Papadias, Anthony K. H. Tung
2008	A*	`conf`	Anonymizing Streaming Data for Privacy Protection. ICDE Jianzhong Li, Beng Chin Ooi, Weiping Wang
2008	Misc	`conf`	Can P2P become a disruptive technology to enterprise data processing? ADC Beng Chin Ooi
2008	B	`conf`	Compacting music signatures for efficient music retrieval. EDBT Bin Cui, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan
2008	A*	`conf`	Continuous Content-Based Copy Detection over Streaming Videos. ICDE Ying Yan, Beng Chin Ooi, Aoying Zhou
2008	J	`jnl`	Disseminating streaming data in a dynamic environment: an adaptive and cost-based approach. VLDB J. Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan
2008	—	`conf`	EASE: an effective 3-in-1 keyword search method for unstructured, semi-structured and structured data. SIGMOD Conference Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2008	—	`ch.`	Indexing of Moving Objects, Bx-Tree. Encyclopedia of GIS Christian S. Jensen, Dan Lin, Beng Chin Ooi
2008	J	`jnl`	Introduction to ACM SIGMOD 2007 special section. ACM Trans. Database Syst. Beng Chin Ooi
2008	—	`conf`	Just-in-time query retrieval over partially indexed data on structured P2P overlays. SIGMOD Conference Sai Wu, Jianzhong Li, Beng Chin Ooi, Kian-Lee Tan
2008	—	`ch.`	Maximum Update Interval in Moving Objects Databases. Encyclopedia of GIS Christian S. Jensen, Dan Lin, Beng Chin Ooi
2008	—	`conf`	Paths to stardom: calibrating the potential of a peer-based data management system. SIGMOD Conference Mihai Lupu, Beng Chin Ooi, Y. C. Tay
2008	A*	`conf`	Querying Complex Spatio-Temporal Sequences in Human Motion Databases. ICDE Yueguo Chen, Shouxu Jiang, Beng Chin Ooi, Anthony K. H. Tung
2008	—	`conf`	ST SIGMOD Conference Su Chen, Beng Chin Ooi, Kian-Lee Tan, Mario A. Nascimento
2008	B	`conf`	Storage and Index Design for Community Systems. DASFAA Beng Chin Ooi
2008	J	`jnl`	The Claremont report on database research. SIGMOD Rec. Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2008	—	`ch.`	iDistance Techniques. Encyclopedia of GIS H. V. Jagadish, Beng Chin Ooi, Rui Zhang
2007	A*	`conf`	Adapting Relational Database Engine to Accommodate Moving Objects in SpADE. ICDE Beng Chin Ooi, Zhiyong Huang, Dan Lin, Hua Lu, Linhao Xu
2007	A*	`conf`	Clustering wavelets to speed-up data dissemination in structured P2P MANETs. ICDE Mihai Lupu, Jianzhong Li, Beng Chin Ooi, Shengfei Shi
2007	B	`conf`	Collaborative Spatial Data Sharing Among Mobile Lightweight Devices. SSTD Zhiyong Huang, Christian S. Jensen, Hua Lu, Beng Chin Ooi
2007	J	`jnl`	Continuous Clustering of Moving Objects. IEEE Trans. Knowl. Data Eng. Christian S. Jensen, Dan Lin, Beng Chin Ooi
2007	C	`conf`	Data Management in RFID Applications. DEXA Dan Lin, Hicham G. Elmongui, Elisa Bertino, Beng Chin Ooi
2007	A*	`conf`	Efficient Skyline Query Processing on Peer-to-Peer Networks. ICDE Shiyuan Wang, Beng Chin Ooi, Anthony K. H. Tung, Lizhen Xu
2007	A*	`conf`	Efficiently Processing Continuous k-NN Queries on Data Streams. ICDE Christian Böhm, Beng Chin Ooi, Claudia Plant, Ying Yan
2007	A	`conf`	One table stores all: Enabling painless free-and-easy data publishing and sharing. CIDR Beng Chin Ooi, Bei Yu, Guoliang Li
2007	—	`ed.`	Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007 SIGMOD Conference Chee Yong Chan, Beng Chin Ooi, Aoying Zhou
2007	B	`conf`	Schema Mapping in P2P Networks Based on Classification and Probing. DASFAA Guoliang Li, Beng Chin Ooi, Bei Yu, Lizhu Zhou
2007	A*	`conf`	SpADe: On Shape-based Pattern Detection in Streaming Time Series. ICDE Yueguo Chen, Mario A. Nascimento, Beng Chin Ooi, Anthony K. H. Tung
2006	A*	`conf`	Adaptive Reorganization of Coherency-Preserving Dissemination Tree for Streaming Data. ICDE Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan, Feng Yu
2006	J	`jnl`	Answering similarity queries in peer-to-peer networks. Inf. Syst. Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
2006	J	`jnl`	BORDER: Efficient Computation of Boundary Points. IEEE Trans. Knowl. Data Eng. Chenyi Xia, Wynne Hsu, Mong-Li Lee, Beng Chin Ooi
2006	—	`conf`	Column Heterogeneity as a Measure of Data Quality. CleanDB Bing Tian Dai, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Suresh Venkatasubramanian
2006	J	`jnl`	Continuous Skyline Queries for Moving Objects. IEEE Trans. Knowl. Data Eng. Zhiyong Huang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung
2006	—	`conf`	DADA: a data cube for dominant relationship analysis. SIGMOD Conference Cuiping Li, Beng Chin Ooi, Anthony K. H. Tung, Shan Wang
2006	J	`jnl`	Dynamic buffer management with extensible replacement policies. VLDB J. Chong Leng Goh, Yanfeng Shu, Zhiyong Huang, Beng Chin Ooi
2006	A*	`conf`	Effective Density Queries on ContinuouslyMoving Objects. ICDE Christian S. Jensen, Dan Lin, Beng Chin Ooi, Rui Zhang
2006	—	`conf`	Efficient Dynamic Operator Placement in a Locally Distributed Continuous Query System. OTM Conferences (1) Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan, Ji Wu
2006	J	`jnl`	Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval. IEEE Trans. Knowl. Data Eng. Hong Lu, Beng Chin Ooi, Heng Tao Shen, Xiangyang Xue
2006	A*	`conf`	Rapid Identification of Column Heterogeneity. ICDM Bing Tian Dai, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Suresh Venkatasubramanian
2006	J	`jnl`	Relaxed space bounding for moving objects: a case for the buddy tree. SIGMOD Rec. Shuqiao Guo, Zhiyong Huang, H. V. Jagadish, Beng Chin Ooi, Zhenjie Zhang
2006	A*	`conf`	SaveRF: Towards Efficient Relevance Feedback Search. ICDE Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan
2006	A*	`conf`	Similarity Search: A Matching Based Approach. VLDB Anthony K. H. Tung, Rui Zhang, Nick Koudas, Beng Chin Ooi
2006	A*	`conf`	Skyline Queries Against Mobile Lightweight Devices in MANETs. ICDE Zhiyong Huang, Christian S. Jensen, Hua Lu, Beng Chin Ooi
2006	—	`conf`	Speeding up search in peer-to-peer networks with a multi-way tree structure. SIGMOD Conference H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Quang Hieu Vu, Rong Zhang
2006	J	`jnl`	Toward Efficient Multifeature Query Processing. IEEE Trans. Knowl. Data Eng. H. V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan
2006	A*	`conf`	VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes. ICDE H. V. Jagadish, Beng Chin Ooi, Quang Hieu Vu, Rong Zhang, Aoying Zhou
2005	C	`conf`	A Privacy Preserving Rental System. ISC Yanjiang Yang, Beng Chin Ooi
2005	J	`jnl`	An adaptable distributed query processing architecture. Data Knowl. Eng. Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan, Wee Hyong Tok
2005	A*	`conf`	BATON: A Balanced Tree Structure for Peer-to-Peer Networks. VLDB H. V. Jagadish, Beng Chin Ooi, Quang Hieu Vu
2005	—	`conf`	CURLER: Finding and Visualizing Nonlinear Correlated Clusters. SIGMOD Conference Anthony K. H. Tung, Xin Xu, Beng Chin Ooi
2005	C	`conf`	DSIM: A Distance-Based Indexing Method for Genomic Sequences. BIBE Xia Cao, Beng Chin Ooi, HweeHwa Pang, Kian-Lee Tan, Anthony K. H. Tung
2005	B	`ed.`	Database Systems for Advanced Applications, 10th International Conference, DASFAA 2005, Beijing, China, April 17-20, 2005, Proceedings DASFAA Lizhu Zhou, Beng Chin Ooi, Xiaofeng Meng
2005	—	`ed.`	Databases, Information Systems, and Peer-to-Peer Computing - Second International Workshop, DBISP2P 2004, Toronto, Canada, August 29-30, 2004, Revised Selected Papers DBISP2P Wee Siong Ng, Beng Chin Ooi, Aris M. Ouksel, Claudio Sartori
2005	A*	`conf`	Dynamic Load Management for Distributed Continuous Query Systems. ICDE Yongluan Zhou, Beng Chin Ooi, Kian-Lee Tan
2005	B	`conf`	Efficient indexing of the historical, present, and future positions of moving objects. Mobile Data Management Dan Lin, Christian S. Jensen, Beng Chin Ooi, Simonas Saltenis
2005	J	`jnl`	Generalized multidimensional data mapping and query processing. ACM Trans. Database Syst. Rui Zhang, Panos Kalnis, Beng Chin Ooi, Kian-Lee Tan
2005	J	`jnl`	Indexing High-Dimensional Data for Efficient In-Memory Similarity Search. IEEE Trans. Knowl. Data Eng. Bin Cui, Beng Chin Ooi, Jianwen Su, Kian-Lee Tan
2005	—	`conf`	Lazy XML Updates: Laziness as a Virtue of Update and Structural Join Efficiency. SIGMOD Conference Barbara Catania, Wen Qiang Wang, Beng Chin Ooi, Xiaoling Wang
2005	—	`conf`	Multiple Aggregations Over Data Streams. SIGMOD Conference Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava
2005	A	`conf`	Optimizing continuous multijoin queries over distributed streams. CIKM Yongluan Zhou, Ying Yan, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
2005	B	`conf`	Phrase-Based Statistical Machine Translation: A Level of Detail Approach. IJCNLP Hendra Setiawan, Haizhou Li, Min Zhang, Beng Chin Ooi
2005	A*	`conf`	Privacy and Ownership Preserving of Outsourced Medical Data. ICDE Elisa Bertino, Beng Chin Ooi, Yanjiang Yang, Robert H. Deng
2005	A*	`ed.`	Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30 - September 2, 2005 Klemens Böhm, Christian S. Jensen, Laura M. Haas, Martin L. Kersten, Per-Åke Larson, Beng Chin Ooi
2005	—	`conf`	Supporting Multi-Dimensional Range Queries in Peer-to-Peer Systems. Peer-to-Peer Computing Yanfeng Shu, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
2005	J	`jnl`	Tailored reversible watermarking schemes for authentication of electronic clinical atlas. IEEE Trans. Inf. Technol. Biomed. Feng Bao, Robert H. Deng, Beng Chin Ooi, Yanjiang Yang
2005	—	`conf`	Towards Effective Indexing for Very Large Video Sequence Database. SIGMOD Conference Heng Tao Shen, Beng Chin Ooi, Xiaofang Zhou
2005	J	`jnl`	iDistance: An adaptive B ACM Trans. Database Syst. H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Cui Yu, Rui Zhang
2004	—	`conf`	A Statistical Approach for XML Query Size Estimation. EDBT Workshops Mong-Li Lee, Hanyu Li, Wynne Hsu, Beng Chin Ooi
2004	—	`conf`	Answering similarity queries in peer-to-peer networks. WWW (Alternate Track Papers & Posters) Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
2004	A*	`conf`	Approximate NN queries on Streams with Guaranteed Error/performance Bounds. VLDB Nick Koudas, Beng Chin Ooi, Kian-Lee Tan, Rui Zhang
2004	J	`jnl`	Demand-Driven Caching in Multiuser Environment. IEEE Trans. Knowl. Data Eng. Shen-Tat Goh, Beng Chin Ooi, Kian-Lee Tan
2004	A*	`conf`	Go Green: Recycle and Reuse Frequent Patterns. ICDE Gao Cong, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung
2004	A*	`conf`	Gorder: An Efficient Method for KNN Join Processing. VLDB Chenyi Xia, Hongjun Lu, Beng Chin Ooi, Jin Hu
2004	J	`jnl`	Guest Editors' Introduction: Special Section on Peer-to-Peer-Based Data Management. IEEE Trans. Knowl. Data Eng. Beng Chin Ooi, Kian-Lee Tan
2004	A*	`conf`	ItCompress: An Iterative Semantic Compression Algorithm. ICDE H. V. Jagadish, Raymond T. Ng, Beng Chin Ooi, Anthony K. H. Tung
2004	A*	`conf`	LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space. ICDE Nick Koudas, Beng Chin Ooi, Heng Tao Shen, Anthony K. H. Tung
2004	J	`jnl`	Main Memory Indexing: The Case for BD-Tree. IEEE Trans. Knowl. Data Eng. Bin Cui, Beng Chin Ooi, Jianwen Su, Kian-Lee Tan
2004	A*	`conf`	Making the Pyramid Technique Robust to Query Types and Workloads. ICDE Rui Zhang, Beng Chin Ooi, Kian-Lee Tan
2004	C	`conf`	Mining Deterministic Biclusters in Gene Expression Data. BIBE Zonghong Zhang, Alvin Teo, Beng Chin Ooi, Kian-Lee Tan
2004	J	`jnl`	Piers: An Efficient Model for Similarity Search in DNA Sequence Databases. SIGMOD Rec. Xia Cao, Shuai Cheng Li, Beng Chin Ooi, Anthony K. H. Tung
2004	A*	`conf`	Query and Update Efficient B+-Tree Based Indexing of Moving Objects. VLDB Christian S. Jensen, Dan Lin, Beng Chin Ooi
2004	J	`jnl`	Querying high-dimensional data in single-dimensional space. VLDB J. Cui Yu, Stéphane Bressan, Beng Chin Ooi, Kian-Lee Tan
2004	A*	`conf`	Semantic Mining and Analysis of Gene Expression Data. VLDB Xin Xu, Gao Cong, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung
2004	B	`conf`	String Join Using Precedence Count Matrix. SSDBM Xia Cao, Anthony K. H. Tung, Beng Chin Ooi, Kian-Lee Tan, Shuai Cheng Li
2003	A*	`conf`	An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing. ICDE Hui Jin, Beng Chin Ooi, Heng Tao Shen, Cui Yu, Aoying Zhou
2003	B	`conf`	BLAST++ : A Tool for BLASTing Queries in Batches. APBC Hao Wang, Twee-Hee Ong, Beng Chin Ooi, Kian-Lee Tan
2003	J	`jnl`	BLAST++: BLASTing queries in batches. Bioinform. Hao Wang, Beng Chin Ooi, Kian-Lee Tan, Twee-Hee Ong, Lei Zhou
2003	—	`conf`	Contorting High Dimensional Data for Efficient Main Memory Processing. SIGMOD Conference Bin Cui, Beng Chin Ooi, Jianwen Su, Kian-Lee Tan
2003	C	`conf`	DB-Enabled Peers for Managing Distributed Data. APWeb Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan
2003	J	`jnl`	Data Management in Peer-to-Peer Environment: A Perspective of BestPeer. J. Comput. Sci. Technol. Aoying Zhou, Weining Qian, Shuigeng Zhou, Bo Ling, Linhao Xu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
2003	—	`conf`	Dynamic Clustering-Based Query Answering in Peer-to-Peer Systems. WAIM Weining Qian, Shuigeng Zhou, Yi Ren, Aoying Zhou, Beng Chin Ooi, Kian-Lee Tan
2003	—	`conf`	Efficient Distributed CQ Processing using Peers. WWW (Posters) Wee Siong Ng, Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan, Wee Hyong Tok
2003	B	`conf`	Explore the "Small World Phenomena" in Pure P2P Information Sharing Systems. CCGRID Yi Ren, Chaofeng Sha, Weining Qian, Aoying Zhou, Beng Chin Ooi, Kian-Lee Tan
2003	J	`jnl`	Indexing for progressive skyline computation. Data Knowl. Eng. Pin-Kwang Eng, Beng Chin Ooi, Kian-Lee Tan
2003	—	`conf`	Information Acquisition Through an Integrated Paradigm: Agent + Peer-to-Peer. AP2PC Beng Chin Ooi, Wee Siong Ng, Kian-Lee Tan, Aoying Zhou
2003	—	`conf`	Managing Trust in Peer-to-Peer Systems Using Reputation-Based Techniques. WAIM Beng Chin Ooi, Chu Yee Liau, Kian-Lee Tan
2003	A*	`conf`	PeerDB: A P2P-based System for Distributed Data Sharing. ICDE Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
2003	—	`conf`	PeerDB: Peering into Personal Databases. SIGMOD Conference Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou, Chin Hong Goh, Yingguang Li, Chu Yee Liau, Bo Ling, Wee Siong Ng, Yanfeng Shu, Xiaoyu Wang, Ming Zhang
2003	A*	`conf`	Preference-Driven Query Processing. ICDE Pin-Kwang Eng, Beng Chin Ooi, Hua Soon Sim, Kian-Lee Tan
2003	J	`jnl`	Relational data sharing in peer-based data management systems. SIGMOD Rec. Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan
2003	J	`jnl`	Reminiscences on Influential Papers. SIGMOD Rec. Kenneth A. Ross, Frank Neven, Beng Chin Ooi
2003	J	`jnl`	Retrieving Similar Shapes Effectively and Efficiently. Multim. Tools Appl. Kian-Lee Tan, Beng Chin Ooi, Lay Foo Thiang
2003	B	`conf`	Search: Mining Retrieval History for Content-Based Image Retrieval. DASFAA Hongyu Wang, Beng Chin Ooi, Anthony K. H. Tung
2003	B	`conf`	The ed-tree: An Index for Large DNA Sequence Databases. SSDBM Zhenqiang Tan, Xia Cao, Beng Chin Ooi, Anthony K. H. Tung
2003	A*	`conf`	XR-Tree: Indexing XML Data for Efficient Structural Joins. ICDE Haifeng Jiang, Hongjun Lu, Wei Wang, Beng Chin Ooi
2002	B	`conf`	A Content-Based Resource Location Mechanism in PeerIS. WISE Bo Ling, Zhiguo Lu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
2002	A*	`conf`	Advanced Database Technologies in a Diabetic Healthcare System. VLDB Wynne Hsu, Mong-Li Lee, Beng Chin Ooi, Pranab Kumar Mohanty, Keng Lik Teo, Chenyi Xia
2002	—	`conf`	An adaptive peer-to-peer network for distributed caching of OLAP results. SIGMOD Conference Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Dimitris Papadias, Kian-Lee Tan
2002	Misc	`conf`	B-trees: Bearing Fruits of All Kinds. Australasian Database Conference Beng Chin Ooi, Kian-Lee Tan
2002	A*	`conf`	BestPeer: A Self-Configurable Peer-to-Peer System. ICDE Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
2002	—	`conf`	BuddyWeb: A P2P-Based Collaborative Web Caching System. NETWORKING Workshops Xiaoyu Wang, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
2002	—	`book`	Data Dissemination in Wireless Computing Environments Kian-Lee Tan, Beng Chin Ooi
2002	A*	`conf`	Efficient Indexing Structures for Mining Frequent Patterns. ICDE Bin Lan, Beng Chin Ooi, Kian-Lee Tan
2002	C	`conf`	Fast Filter-and-Refine Algorithms for Subsequence Selection. IDEAS Beng Chin Ooi, HweeHwa Pang, Hao Wang, Limsoon Wong, Cui Yu
2002	—	`conf`	Frequent Update and Efficient Retrieval: an Oxymoron on Moving Object Indexes? WISE Workshops Beng Chin Ooi, Kian-Lee Tan, Cui Yu
2002	J	`jnl`	Join and multi-join processing in data integration systems. Data Knowl. Eng. Kian-Lee Tan, Pin-Kwang Eng, Beng Chin Ooi, Ming Zhang
2001	J	`jnl`	A Replication Strategy for Reducing Wait Time in Video-On-Demand Systems. Multim. Tools Appl. Tat-Seng Chua, Cheng Hian Goh, Beng Chin Ooi, Kian-Lee Tan
2001	B	`conf`	An Efficient Method for Queries Execution in a Multi-User Environment. DASFAA Shen-Tat Goh, Beng Chin Ooi, Kian-Lee Tan
2001	J	`jnl`	An Evaluation of Cache Invalidation Strategies in Wireless Environments. IEEE Trans. Parallel Distributed Syst. Kian-Lee Tan, Jun Cai, Beng Chin Ooi
2001	J	`jnl`	An Evaluation of Color-Spatial Retrieval Techniques for Large Image Databases. Multim. Tools Appl. Kian-Lee Tan, Beng Chin Ooi, Chia Yeow Yee
2001	A*	`conf`	Cache-on-Demand: Recycling with Certainty. ICDE Kian-Lee Tan, Shen-Tat Goh, Beng Chin Ooi
2001	—	`conf`	Compressing the Index - A Simple and yet Efficient Approximation Approach to High-Dimensional Indexing. WAIM Shuguang Wang, Cui Yu, Beng Chin Ooi
2001	A*	`conf`	Efficient Progressive Skyline Computation. VLDB Kian-Lee Tan, Pin-Kwang Eng, Beng Chin Ooi
2001	—	`conf`	Global Optimization of Histograms. SIGMOD Conference H. V. Jagadish, Hui Jin, Beng Chin Ooi, Kian-Lee Tan
2001	J	`jnl`	Hybrid Transformation for Indexing and Searching Web Documents in the Cartographic Paradigm. Inf. Syst. Fiona Lee, Stéphane Bressan, Beng Chin Ooi
2001	A*	`conf`	Indexing the Distance: An Efficient Method to KNN Processing. VLDB Cui Yu, Beng Chin Ooi, Kian-Lee Tan, H. V. Jagadish
2001	—	`conf`	R-tree-based Data Migration and Selv-Tuning Strategies in Shared-Nothing Spatial Databases. ACM-GIS Anirban Mondal, Masaru Kitsuregawa, Beng Chin Ooi, Kian-Lee Tan
2001	—	`conf`	XStorM: A Scalable Storage Mapping Scheme for XML Data. WWW Posters Wen Qiang Wang, Mong-Li Lee, Beng Chin Ooi, Kian-Lee Tan
2001	J	`jnl`	XStorM: A Scalable Storage Mapping Scheme for XML Data. World Wide Web Wen Qiang Wang, Mong-Li Lee, Beng Chin Ooi, Kian-Lee Tan
2000	C	`conf`	A Fast Convergence Technique for Online Heat-Balancing of Btree Indexed Database over Shared-Nothing Parallel Systems. DEXA Hisham Feelifl, Masaru Kitsuregawa, Beng Chin Ooi
2000	A	`conf`	A Framework for Modeling Buffer Replacement Strategies. CIKM Stéphane Bressan, Chong Leng Goh, Beng Chin Ooi, Kian-Lee Tan
2000	J	`jnl`	Efficient Indexing of High-Dimensional Data Through Dimensionality Reduction. Data Knowl. Eng. Cheng Hian Goh, Agnes Lim, Beng Chin Ooi, Kian-Lee Tan
2000	J	`jnl`	Exploiting Spatial Indexes for Semijoin-Based Join Processing in Distributed Spatial Databases. IEEE Trans. Knowl. Data Eng. Kian-Lee Tan, Beng Chin Ooi, David J. Abel
2000	A*	`conf`	Finding semantically related images in the WWW. ACM Multimedia Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan
2000	A*	`conf`	Giving meanings to WWW images. ACM Multimedia Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan
2000	B	`conf`	Global Atlas: Calibrating and Indexing Documents from the Internet in the Cartographic Paradigm. WISE Fiona Lee, Stéphane Bressan, Beng Chin Ooi
2000	J	`jnl`	Indexing Shapes in Image Databases Using the Centroid-Radii Model. Data Knowl. Eng. Kian-Lee Tan, Beng Chin Ooi, Lay Foo Thiang
2000	A*	`conf`	Indexing the Edges - A Simple and Yet Efficient Approach to High-Dimensional Indexing. PODS Beng Chin Ooi, Kian-Lee Tan, Cui Yu, Stéphane Bressan
2000	—	`conf`	Integrating Replacement Policies in StorM: An Extensible Approach. SIGMOD Conference Chong Leng Goh, Beng Chin Ooi, Stéphane Bressan, Kian-Lee Tan
2000	B	`conf`	Mining Term Association Rules for Automatic Global Query Expansion: Methodology and Preliminary Results. WISE Jie Wei, Stéphane Bressan, Beng Chin Ooi
2000	J	`jnl`	Progressive evaluation of nested aggregate queries. VLDB J. Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi
2000	J	`jnl`	Query Rewriting for SWIFT (First) Answers. IEEE Trans. Knowl. Data Eng. Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi
2000	A	`conf`	Rule-Assisted Prefetching in Web-Server Caching. CIKM Bin Lan, Stéphane Bressan, Beng Chin Ooi, Kian-Lee Tan
2000	—	`conf`	Towards Self-Tuning Data Placement in Parallel Database Systems. SIGMOD Conference Mong-Li Lee, Masaru Kitsuregawa, Beng Chin Ooi, Kian-Lee Tan, Anirban Mondal
1999	C	`conf`	Building CyberBroker in Digital Marketplaces Using Java and CORBA. DEXA Pin-Kwang Eng, Kian-Lee Tan, Beng Chin Ooi
1999	J	`jnl`	Efficient Join Processing Using Partial Precomputation. Knowl. Inf. Syst. Kian-Lee Tan, Cheng Hian Goh, Mong-Li Lee, Beng Chin Ooi
1999	A*	`conf`	GHOST: Fine Granularity Buffering of Indexes. VLDB Cheng Hian Goh, Beng Chin Ooi, Dennis Sim, Kian-Lee Tan
1999	—	`conf`	Making Web Servers Pushier. WebKDD Bin Lan, Stéphane Bressan, Beng Chin Ooi, Y. C. Tay
1999	A*	`conf`	On Getting Some Answers Quickly, and Perhaps More Later. ICDE Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi
1999	A*	`conf`	Online Feedback for Nested Aggregate Queries with Multi-Threading. VLDB Kian-Lee Tan, Cheng Hian Goh, Beng Chin Ooi
1999	B	`conf`	P-Tree: A B-Tree Index for Lists. DASFAA Ke Wang, Beng Chin Ooi, Sam Yuan Sung
1999	J	`jnl`	The Indispensability of Dispensable Indexes. IEEE Trans. Knowl. Data Eng. Elisa Bertino, Beng Chin Ooi
1998	—	`conf`	An Empirical Study of Color-Spatial Retrieval Techniques for Large Image Databases. ICMCS Chia Yeow Yee, Kian-Lee Tan, Tat-Seng Chua, Beng Chin Ooi
1998	J	`jnl`	Batch Scheduling for Demand-Driven Servers in Wireless Environments. Inf. Sci. Kian-Lee Tan, Beng Chin Ooi
1998	A*	`conf`	Fast High-Dimensional Data Search in Incomplete Databases. VLDB Beng Chin Ooi, Cheng Hian Goh, Kian-Lee Tan
1998	J	`jnl`	Fast Image Retrieval Using Color-Spatial Information. VLDB J. Beng Chin Ooi, Kian-Lee Tan, Tat-Seng Chua, Wynne Hsu
1998	J	`jnl`	Indexing bitemporal databases as points. Inf. Softw. Technol. Beng Chin Ooi, Cheng Hian Goh, Kian-Lee Tan
1998	J	`jnl`	On Selective Tuning in Unreliable Wireless Channels. Data Knowl. Eng. Kian-Lee Tan, Beng Chin Ooi
1998	J	`jnl`	Towards integrated Geographical Information Processing. Int. J. Geogr. Inf. Sci. David J. Abel, Beng Chin Ooi, Kian-Lee Tan, Soon Huat Tan
1997	J	`jnl`	Efficient Scheduling of Page Access in Index-Based Join Processing. IEEE Trans. Knowl. Data Eng. Chee Yong Chan, Beng Chin Ooi
1997	—	`conf`	Fast Signature-Based Color-Spatial Image Retrieval. ICMCS Tat-Seng Chua, Kian-Lee Tan, Beng Chin Ooi
1997	A*	`conf`	Indexing OODB Instances based on Access Proximity. ICDE Chee Yong Chan, Cheng Hian Goh, Beng Chin Ooi
1997	—	`book`	Indexing Techniques for Advanced Database Systems Elisa Bertino, Beng Chin Ooi, Ron Sacks-Davis, Kian-Lee Tan, Justin Zobel, Boris Shidlovsky, Barbara Catania
1997	A*	`conf`	On Incremental Cache Coherency Schemes in Mobile Computing Environments. ICDE Jun Cai, Kian-Lee Tan, Beng Chin Ooi
1997	B	`conf`	On Video-on-Demand sSrvers with Hierarchical Storage. DASFAA Kian-Lee Tan, Beng Chin Ooi, Tat-Seng Chua
1996	A*	`conf`	Disk Striping Strategies for Large Video-on-Demand Servers. ACM Multimedia Tat-Seng Chua, Jiandong Li, Beng Chin Ooi, Kian-Lee Tan
1996	J	`jnl`	Index Nesting - An Efficient Approach to Indexing in Object-Oriented Databases VLDB J. Beng Chin Ooi, Jiawei Han, Hongjun Lu, Kian-Lee Tan
1996	J	`jnl`	Indexing Temporal Data Using Existing B+-Trees. Data Knowl. Eng. Cheng Hian Goh, Hongjun Lu, Beng Chin Ooi, Kian-Lee Tan
1996	B	`conf`	Using Domain Knowledge in Querying Image Databases. MMM Tat-Seng Chua, Kah-Choo Teo, Beng Chin Ooi, Kian-Lee Tan
1995	—	`conf`	Spatial Join Strategies in Distributed Spatial DBMS. SSD David J. Abel, Beng Chin Ooi, Kian-Lee Tan, Robert Power, Jeffrey Xu Yu
1995	Misc	`conf`	Spatial Joins by Precomputation of Approximations. Australasian Database Conference Hongjun Lu, R.-H. Luo, Beng Chin Ooi
1994	J	`jnl`	Duet - A Database User Interface Design Environment. J. Intell. Inf. Syst. Beng Chin Ooi, Cuie Zhao, Hongjun Lu
1994	—	`conf`	Efficient Image Retrieval By Color Contents. ADB Hongjun Lu, Beng Chin Ooi, Kian-Lee Tan
1994	A*	`conf`	On Spatially Partitioned Temporal Join. VLDB Hongjun Lu, Beng Chin Ooi, Kian-Lee Tan
1994	A*	`conf`	The TP-Index: A Dynamic and Efficient Indexing Mechanism for Temporal Databases. ICDE Han Shen, Beng Chin Ooi, Hongjun Lu
1993	—	`conf`	A Model Using Classes as Basic Organization Tool. DOOD Thong wei Koh, Beng Chin Ooi, Yin Seong Ho
1993	B	`conf`	A User Interface Generator for Visual Databases. MMM Beng Chin Ooi, Cuie Zhao, Hongjun Lu
1993	—	`ed.`	Advances in Spatial Databases, Third International Symposium, SSD'93, Singapore, June 23-25, 1993, Proceedings David J. Abel, Beng Chin Ooi
1993	—	`conf`	Multidatabase Query Optimization: Issues and Solutions. RIDE-IMS Hongjun Lu, Beng Chin Ooi, Cheng Hian Goh
1993	J	`jnl`	Spatial Indexing: Past and Future. IEEE Data Eng. Bull. Hongjun Lu, Beng Chin Ooi
1992	A*	`conf`	Extensible Buffer Management of Indexes. VLDB Chee Yong Chan, Beng Chin Ooi, Hongjun Lu
1992	—	`conf`	H-trees: A Dynamic Associative Search Index for OODB. SIGMOD Conference Chee Chin Low, Beng Chin Ooi, Hongjun Lu
1992	J	`jnl`	On Global Multidatabase Query Optimization. SIGMOD Rec. Hongjun Lu, Beng Chin Ooi, Cheng Hian Goh
1991	A*	`conf`	An Efficient Semantic Query Optimization Algorithm. ICDE HweeHwa Pang, Hongjun Lu, Beng Chin Ooi
1991	—	`conf`	Efficient Access Methods in Deductive and Object-Oriented Databases. DOOD Chee Chin Low, Hongjun Lu, Beng Chin Ooi, Jiawei Han
1991	—	`conf`	Multilevel Security Control in Multidatabase Management Systems. RIDE-IMS Hongjun Lu, Beng Chin Ooi, HweeHwa Pang
1991	B	`conf`	Query Processing in OODB. DASFAA HweeHwa Pang, Hongjun Lu, Beng Chin Ooi
1991	—	`conf`	Semantic-based query formulation in PAS. RIAO Suliman Al-Hawamdeh, Beng Chin Ooi
1991	J	`jnl`	Spatial indexing in binary decomposition and spatial bounding. Inf. Syst. Beng Chin Ooi, Ron Sacks-Davis, Ken J. McDonell
1991	—	`conf`	Storage Management in Geographic Information Systems. SSD Hongjun Lu, Beng Chin Ooi, Ashvin D'Souza, Chee Chin Low
1990	—	`book`	Efficient Query Processing in Geographic Information Systems Beng Chin Ooi
1990	J	`jnl`	Treating Failure As Value. ACM SIGPLAN Notices Limsoon Wong, Beng Chin Ooi
1990	J	`jnl`	Treating failure as state. ACM SIGPLAN Notices Limsoon Wong, Beng Chin Ooi
1989	A*	`conf`	Extending a DBMS for Geographic Applications. ICDE Beng Chin Ooi, Ron Sacks-Davis, Ken J. McDonell
1989	—	`conf`	Query Optimization in an Extended DBMS. FODO Beng Chin Ooi, Ron Sacks-Davis
1989	J	`jnl`	Study of Self-Organizing Heuristics for Skewed Access Patterns. Inf. Process. Lett. Hock T. Ch'ng, B. Sprinivasan, Beng Chin Ooi
1988	—	`conf`	Integration of Write Once Optical Disk with Multimedia DBMS. RIAO Beng Chin Ooi, A. D. Narasimhalu
1987	Misc	`conf`	Spatial kd-Tree: A Data Structure for Geographic Database. BTW Beng Chin Ooi