Yanlei Diao

95 papers A* 10A 8B 3Journal 46Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Front Matter.
Proc. VLDB Endow.
Yanlei Diao, Xiaokui Xiao
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Yanlei Diao, Xiaokui Xiao
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Yanlei Diao, Xiaokui Xiao
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Yanlei Diao, Xiaokui Xiao
2025 J jnl
Front Matter.
Proc. VLDB Endow.
Yanlei Diao, Xiaokui Xiao
2025 J jnl
Graph Transformers for Query Plan Representation: Potentials and Challenges.
Proc. VLDB Endow.
Chenghao Lyu, Guillaume Lachaud, Gabriel Lozano, Yanlei Diao
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 J jnl
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains.
CoRR
Vincent Jacob, Yanlei Diao
2025 J jnl
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains.
Proc. VLDB Endow.
Vincent Jacob, Yanlei Diao
2024 J jnl
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning.
CoRR
Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao
2024 J jnl
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning.
Proc. VLDB Endow.
Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao
2024 J jnl
Efficient Version Space Algorithms for Human-in-the-loop Model Development.
ACM Trans. Knowl. Discov. Data
Luciano Di Palma, Yanlei Diao, Anna Liu
2024 J jnl
Efficient and robust active learning methods for interactive database exploration.
VLDB J.
Enhui Huang, Yanlei Diao, Anna Liu, Liping Peng, Luciano Di Palma
2024 — conf
Forecasting Algorithms for Intelligent Resource Scaling: An Experimental Analysis.
SoCC
Yanlei Diao, Dominik Horn, Andreas Kipf, Oleksandr Shchur, Ines Benito, Wenjian Dong, Davide Pagano, Pascal Pfeil, Vikram Nathan, Balakrishnan Narayanaswamy, Tim Kraska
2022 J jnl
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing.
CoRR
Chenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou
2022 J jnl
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing.
Proc. VLDB Endow.
Chenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou
2021 J jnl
A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection.
Proc. VLDB Endow.
Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul
2021 — conf
Efficient Exploration of Interesting Aggregates in RDF Graphs.
SIGMOD Conference
Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran
2021 J jnl
Efficient Exploration of Interesting Aggregates in RDF Graphs.
CoRR
Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran
2021 J jnl
Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series.
Proc. VLDB Endow.
Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul
2021 — conf
Explainable anomaly detection on high-dimensional time series data.
DEBS
Bijan Rad, Fei Song, Vincent Jacob, Yanlei Diao
2021 J jnl
Neural-based Modeling for Performance Tuning of Spark Data Analytics.
CoRR
Khaled Zaouk, Fei Song, Chenghao Lyu, Yanlei Diao
2021 A* conf
Spark-based Cloud Data Analytics using Multi-Objective Optimization.
ICDE
Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
2020 J jnl
AnomalyBench: An Open Benchmark for Explainable Anomaly Detection.
CoRR
Vincent Jacob, Fei Song, Arnaud Stiegler, Yanlei Diao, Nesime Tatbul
2020 J jnl
Boosting Cloud Data Analytics using Multi-Objective Optimization.
CoRR
Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
2019 A* conf
A Factorized Version Space Algorithm for "Human-In-the-Loop" Data Exploration.
ICDM
Luciano Di Palma, Yanlei Diao, Anna Liu
2019 J jnl
Spade: A Modular Framework for Analytical Exploration of RDF Graphs.
Proc. VLDB Endow.
Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran
2019 J jnl
UDAO: A Next-Generation Unified Data Analytics Optimizer.
Proc. VLDB Endow.
Khaled Zaouk, Fei Song, Chenghao Lyu, Arnab Sinha, Yanlei Diao, Prashant J. Shenoy
2018 — conf
Anomaly Detection and Explanation Discovery on Event Streams.
BIRTE
Fei Song, Boyao Zhou, Quan Sun, Wang Sun, Shiwen Xia, Yanlei Diao
2018 — conf
EXAD: A System for Explainable Anomaly Detection on Big Data Traces.
ICDM Workshops
Fei Song, Yanlei Diao, Jesse Read, Arnaud Stiegler, Albert Bifet
2018 J jnl
Optimization for Active Learning-based Interactive Database Exploration.
Proc. VLDB Endow.
Enhui Huang, Liping Peng, Luciano Di Palma, Ahmed Abdelkafi, Anna Liu, Yanlei Diao
2018 — ch.
Publish/Subscribe Over Streams.
Encyclopedia of Database Systems (2nd ed.)
Yanlei Diao, Michael J. Franklin
2018 — ch.
XML Publish/Subscribe.
Encyclopedia of Database Systems (2nd ed.)
Yanlei Diao, Michael J. Franklin
2017 — conf
Dagger: Digging for Interesting Aggregates in RDF Graphs.
ISWC (Posters, Demos & Industry Tracks)
Yanlei Diao, Ioana Manolescu, Shu Shang
2017 B conf
EXstream: Explaining Anomalies in Event Stream Monitoring.
EDBT
Haopeng Zhang, Yanlei Diao, Alexandra Meliou
2017 — conf
Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study.
SIGMOD Conference
Abhishek Roy, Yanlei Diao, Uday Evani, Avinash Abhyankar, Clinton Howarth, Rémi Le Priol, Toby Bloom
2016 J jnl
AIDE: An Active Learning-Based Approach for Interactive Data Exploration.
IEEE Trans. Knowl. Data Eng.
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2016 — ch.
High-Performance XML Message Brokering.
Data Stream Management
Yanlei Diao, Michael J. Franklin
2016 J jnl
Interactive Data Exploration via Machine Learning Models.
IEEE Data Eng. Bull.
Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng
2016 — ed.
Proceedings of the Seventh ACM Symposium on Cloud Computing, Santa Clara, CA, USA, October 5-7, 2016
SoCC
Marcos K. Aguilera, Brian Cooper, Yanlei Diao
2015 J jnl
AIDE: An Automated Sample-based Approach for Interactive Data Exploration.
CoRR
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2015 J jnl
AIDE: An Automatic User Navigation System for Interactive Data Exploration.
Proc. VLDB Endow.
Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng
2015 A conf
Building Highly-Optimized, Low-Latency Pipelines for Genomic Data Analysis.
CIDR
Yanlei Diao, Abhishek Roy, Toby Bloom
2015 — conf
Explore-By-Example: A New Database Service for Interactive Data Exploration.
ExploreDB@SIGMOD/PODS
Yanlei Diao
2015 — conf
Supporting Data Uncertainty in Array Databases.
SIGMOD Conference
Liping Peng, Yanlei Diao
2015 J jnl
Supporting Scalable Analytics with Latency Constraints.
Proc. VLDB Endow.
Boduo Li, Yanlei Diao, Prashant J. Shenoy
2014 — conf
Explore-by-example: an automatic query steering framework for interactive data exploration.
SIGMOD Conference
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2014 — conf
Interactive data exploration based on user relevance feedback.
ICDE Workshops
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2014 — conf
On complexity and optimization of expensive queries in complex event processing.
SIGMOD Conference
Haopeng Zhang, Yanlei Diao, Neil Immerman
2013 A conf
A Science Fiction Talk.
CIDR
Yanlei Diao
2013 J jnl
Front Matter.
Proc. VLDB Endow.
Yanlei Diao, Thomas Neumann
2013 A conf
Query Steering for Interactive Data Exploration.
CIDR
Ugur Çetintemel, Mitch Cherniack, Justin A. DeBrabant, Yanlei Diao, Kyriaki Dimitriadou, Alexander Kalinin, Olga Papaemmanouil, Stanley B. Zdonik
2013 J jnl
Recognizing patterns in streams with imprecise timestamps.
Inf. Syst.
Haopeng Zhang, Yanlei Diao, Neil Immerman
2013 A* conf
SEDGE: Symbolic example data generation for dataflow programs.
ASE
Kaituo Li, Christoph Reichenbach, Yannis Smaragdakis, Yanlei Diao, Christoph Csallner
2013 J jnl
Supporting User-Defined Functions on Uncertain Data.
Proc. VLDB Endow.
Thanh T. L. Tran, Yanlei Diao, Charles Sutton, Anna Liu
2012 J jnl
CLARO: modeling and processing uncertain data streams.
VLDB J.
Thanh T. L. Tran, Liping Peng, Yanlei Diao, Andrew McGregor, Anna Liu
2012 J jnl
Massive Genomic Data Processing and Deep Analysis.
Proc. VLDB Endow.
Abhishek Roy, Yanlei Diao, Evan Mauceli, Yiping Shen, Bai-Lin Wu
2012 J jnl
SCALLA: A Platform for Scalable One-Pass Analytics Using MapReduce.
ACM Trans. Database Syst.
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGregor, Prashant J. Shenoy
2012 J jnl
SPIRE: Efficient Data Inference and Compression over RFID Streams.
IEEE Trans. Knowl. Data Eng.
Yanming Nie, Richard Cocci, Zhao Cao, Yanlei Diao, Prashant J. Shenoy
2011 — conf
A platform for scalable one-pass analytics using MapReduce.
SIGMOD Conference
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGregor, Prashant J. Shenoy
2011 J jnl
Distributed Inference and Query Processing for RFID Tracking and Monitoring
CoRR
Zhao Cao, Charles Sutton, Yanlei Diao, Prashant J. Shenoy
2011 J jnl
Distributed inference and query processing for RFID tracking and monitoring.
Proc. VLDB Endow.
Zhao Cao, Charles Sutton, Yanlei Diao, Prashant J. Shenoy
2011 J jnl
Optimizing Probabilistic Query Processing on Continuous Uncertain Data.
Proc. VLDB Endow.
Liping Peng, Yanlei Diao, Anna Liu
2011 A conf
Quality-biased ranking of web documents.
WSDM
Michael Bendersky, W. Bruce Croft, Yanlei Diao
2011 — conf
Towards Scalable One-Pass Analytics Using MapReduce.
IPDPS Workshops
Edward Mazur, Boduo Li, Yanlei Diao, Prashant J. Shenoy
2010 J jnl
Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations.
Proc. VLDB Endow.
Thanh T. L. Tran, Andrew McGregor, Yanlei Diao, Liping Peng, Anna Liu
2010 B conf
Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices.
RTCSA
Devesh Agrawal, Boduo Li, Zhao Cao, Deepak Ganesan, Yanlei Diao, Prashant J. Shenoy
2010 — ch.
Fast Packet Pattern-Matching Algorithms.
Algorithms for Next Generation Networks
Fang Yu, Yanlei Diao, Randy H. Katz, T. V. Lakshman
2010 — conf
PODS: a new model and processing algorithms for uncertain data streams.
SIGMOD Conference
Thanh T. L. Tran, Liping Peng, Boduo Li, Yanlei Diao, Anna Liu
2010 J jnl
Recognizing Patterns in Streams with Imprecise Timestamps.
Proc. VLDB Endow.
Haopeng Zhang, Yanlei Diao, Neil Immerman
2009 J jnl
Capturing Data Uncertainty in High-Volume Stream Processing
CoRR
Yanlei Diao, Boduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh T. L. Tran, Michael Zink
2009 A conf
Capturing Data Uncertainty in High-Volume Stream Processing.
CIDR
Yanlei Diao, Boduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh T. L. Tran, Michael Zink
2009 J jnl
Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices.
Proc. VLDB Endow.
Devesh Agrawal, Deepak Ganesan, Ramesh K. Sitaraman, Yanlei Diao, Shashi Singh
2009 A* conf
Probabilistic Inference over RFID Streams in Mobile Environments.
ICDE
Thanh T. L. Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao, Prashant J. Shenoy
2009 — ch.
Publish/Subscribe over Streams.
Encyclopedia of Database Systems
Yanlei Diao, Michael J. Franklin
2009 A conf
Refining Keyword Queries for XML Retrieval by Combining Content and Structure.
ECIR
Desislava Petkova, W. Bruce Croft, Yanlei Diao
2009 — ch.
XML Publish/Subscribe.
Encyclopedia of Database Systems
Yanlei Diao, Michael J. Franklin
2008 A* conf
Efficient Data Interpretation and Compression over RFID Streams.
ICDE
Richard Cocci, Thanh T. L. Tran, Yanlei Diao, Prashant J. Shenoy
2008 — conf
Efficient pattern matching over event streams.
SIGMOD Conference
Jagrati Agrawal, Yanlei Diao, Daniel Gyllstrom, Neil Immerman
2008 A* conf
On Supporting Kleene Closure over Event Streams.
ICDE
Daniel Gyllstrom, Jagrati Agrawal, Yanlei Diao, Neil Immerman
2008 — ed.
Proceedings of the 5th Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2008, Auckland, New Zealand, August 24, 2008
DMSN
Yanlei Diao, Christian S. Jensen
2007 A conf
Rethinking Data Management for Storage-centric Sensor Networks.
CIDR
Yanlei Diao, Deepak Ganesan, Gaurav Mathur, Prashant J. Shenoy
2007 A conf
SASE: Complex Event Processing over Streams (Demo).
CIDR
Daniel Gyllstrom, Eugene Wu, Hee-Jin Chae, Yanlei Diao, Patrick Stahlberg, Gordon Anderson
2006 — conf
Fast and memory-efficient regular expression matching for deep packet inspection.
ANCS
Fang Yu, Zhifeng Chen, Yanlei Diao, T. V. Lakshman, Randy H. Katz
2006 — conf
High-performance complex event processing over streams.
SIGMOD Conference
Eugene Wu, Yanlei Diao, Shariq Rizvi
2006 J jnl
SASE: Complex Event Processing over Streams
CoRR
Daniel Gyllstrom, Eugene Wu, Hee-Jin Chae, Yanlei Diao, Patrick Stahlberg, Gordon Anderson
2004 — conf
Implementing Memoization in a Streaming XQuery Processor.
XSym
Yanlei Diao, Daniela Florescu, Donald Kossmann, Michael J. Carey, Michael J. Franklin
2004 A* conf
Towards an Internet-Scale XML Dissemination Service.
VLDB
Yanlei Diao, Shariq Rizvi, Michael J. Franklin
2003 J jnl
High-Performance XML Filtering: An Overview of YFilter.
IEEE Data Eng. Bull.
Yanlei Diao, Michael J. Franklin
2003 J jnl
Path sharing and predicate evaluation for high-performance XML filtering.
ACM Trans. Database Syst.
Yanlei Diao, Mehmet Altinel, Michael J. Franklin, Hao Zhang, Peter M. Fischer
2003 A* conf
Query Processing for High-Volume XML Message Brokering.
VLDB
Yanlei Diao, Michael J. Franklin
2002 A* conf
YFilter: Efficient and Scalable Filtering of XML Documents.
ICDE
Yanlei Diao, Peter M. Fischer, Michael J. Franklin, Raymond To
2000 B conf
A Comparative Study of Classification Based Personal E-mail Filtering.
PAKDD
Yanlei Diao, Hongjun Lu, Dekai Wu
2000 — conf
Fact: A Learning Based Web Query Processing System.
SIGMOD Conference
Songting Chen, Yanlei Diao, Hongjun Lu, Zengping Tian
2000 A* conf
Toward Learning Based Web Query Processing.
VLDB
Yanlei Diao, Hongjun Lu, Songting Chen, Zengping Tian