A Comparative Study of Classification Based Personal E-mail Filtering. - Yanlei Diao; Hongjun Lu; Dekai Wu (PAKDD, 2000)

Fact: A Learning Based Web Query Processing System. - Songting Chen; Yanlei Diao; Hongjun Lu; Zengping Tian (SIGMOD Conference, 2000)

Toward Learning Based Web Query Processing. - Yanlei Diao; Hongjun Lu; Songting Chen; Zengping Tian (VLDB, 2000)

YFilter: Efficient and Scalable Filtering of XML Documents. - Yanlei Diao; Peter M. Fischer 001; Michael J. Franklin; Raymond To (ICDE, 2002)

Query Processing for High-Volume XML Message Brokering. - Yanlei Diao; Michael J. Franklin (VLDB, 2003)

High-Performance XML Filtering: An Overview of YFilter. - Yanlei Diao; Michael J. Franklin (IEEE Data Eng. Bull., 2003)

Path sharing and predicate evaluation for high-performance XML filtering. - Yanlei Diao; Mehmet Altinel; Michael J. Franklin; Hao Zhang 003; Peter M. Fischer 001 (ACM Trans. Database Syst., 2003)

Towards an Internet-Scale XML Dissemination Service. - Yanlei Diao; Shariq Rizvi; Michael J. Franklin (VLDB, 2004)

Implementing Memoization in a Streaming XQuery Processor. - Yanlei Diao; Daniela Florescu; Donald Kossmann; Michael J. Carey 001; Michael J. Franklin (XSym, 2004)

Fast and memory-efficient regular expression matching for deep packet inspection. - Fang Yu 002; Zhifeng Chen; Yanlei Diao; T. V. Lakshman; Randy H. Katz (ANCS, 2006)

High-performance complex event processing over streams. - Eugene Wu 002; Yanlei Diao; Shariq Rizvi (SIGMOD Conference, 2006)

SASE: Complex Event Processing over Streams - Daniel Gyllstrom; Eugene Wu 002; Hee-Jin Chae; Yanlei Diao; Patrick Stahlberg; Gordon Anderson (CoRR, 2006)

Rethinking Data Management for Storage-centric Sensor Networks. - Yanlei Diao; Deepak Ganesan; Gaurav Mathur; Prashant J. Shenoy (CIDR, 2007)

SASE: Complex Event Processing over Streams (Demo). - Daniel Gyllstrom; Eugene Wu 002; Hee-Jin Chae; Yanlei Diao; Patrick Stahlberg; Gordon Anderson (CIDR, 2007)

Efficient Data Interpretation and Compression over RFID Streams. - Richard Cocci; Thanh T. L. Tran; Yanlei Diao; Prashant J. Shenoy (ICDE, 2008)

On Supporting Kleene Closure over Event Streams. - Daniel Gyllstrom; Jagrati Agrawal; Yanlei Diao; Neil Immerman (ICDE, 2008)

Efficient pattern matching over event streams. - Jagrati Agrawal; Yanlei Diao; Daniel Gyllstrom; Neil Immerman (SIGMOD Conference, 2008)

Capturing Data Uncertainty in High-Volume Stream Processing. - Yanlei Diao; Boduo Li; Anna Liu; Liping Peng; Charles Sutton; Thanh T. L. Tran; Michael Zink (CIDR, 2009)

Refining Keyword Queries for XML Retrieval by Combining Content and Structure. - Desislava Petkova; W. Bruce Croft; Yanlei Diao (ECIR, 2009)

Probabilistic Inference over RFID Streams in Mobile Environments. - Thanh T. L. Tran; Charles Sutton; Richard Cocci; Yanming Nie; Yanlei Diao; Prashant J. Shenoy (ICDE, 2009)

Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices. - Devesh Agrawal; Deepak Ganesan; Ramesh K. Sitaraman; Yanlei Diao; Shashi Singh (Proc. VLDB Endow., 2009)

Publish/Subscribe over Streams. - Yanlei Diao; Michael J. Franklin (Encyclopedia of Database Systems, 2009)

XML Publish/Subscribe. - Yanlei Diao; Michael J. Franklin (Encyclopedia of Database Systems, 2009)

Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices. - Devesh Agrawal; Boduo Li; Zhao Cao; Deepak Ganesan; Yanlei Diao; Prashant J. Shenoy (RTCSA, 2010)

PODS: a new model and processing algorithms for uncertain data streams. - Thanh T. L. Tran; Liping Peng; Boduo Li; Yanlei Diao; Anna Liu (SIGMOD Conference, 2010)

Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations. - Thanh T. L. Tran; Andrew McGregor 001; Yanlei Diao; Liping Peng; Anna Liu (Proc. VLDB Endow., 2010)

Recognizing Patterns in Streams with Imprecise Timestamps. - Haopeng Zhang 003; Yanlei Diao; Neil Immerman (Proc. VLDB Endow., 2010)

Fast Packet Pattern-Matching Algorithms. - Fang Yu 002; Yanlei Diao; Randy H. Katz; T. V. Lakshman (Algorithms for Next Generation Networks, 2010)

Towards Scalable One-Pass Analytics Using MapReduce. - Edward Mazur; Boduo Li; Yanlei Diao; Prashant J. Shenoy (IPDPS Workshops, 2011)

A platform for scalable one-pass analytics using MapReduce. - Boduo Li; Edward Mazur; Yanlei Diao; Andrew McGregor 001; Prashant J. Shenoy (SIGMOD Conference, 2011)

Quality-biased ranking of web documents. - Michael Bendersky; W. Bruce Croft; Yanlei Diao (WSDM, 2011)

Distributed inference and query processing for RFID tracking and monitoring. - Zhao Cao; Charles Sutton; Yanlei Diao; Prashant J. Shenoy (Proc. VLDB Endow., 2011)

Optimizing Probabilistic Query Processing on Continuous Uncertain Data. - Liping Peng; Yanlei Diao; Anna Liu (Proc. VLDB Endow., 2011)

Massive Genomic Data Processing and Deep Analysis. - Abhishek Roy 008; Yanlei Diao; Evan Mauceli; Yiping Shen; Bai-Lin Wu (Proc. VLDB Endow., 2012)

SPIRE: Efficient Data Inference and Compression over RFID Streams. - Yanming Nie; Richard Cocci; Zhao Cao; Yanlei Diao; Prashant J. Shenoy (IEEE Trans. Knowl. Data Eng., 2012)

SCALLA: A Platform for Scalable One-Pass Analytics Using MapReduce. - Boduo Li; Edward Mazur; Yanlei Diao; Andrew McGregor 001; Prashant J. Shenoy (ACM Trans. Database Syst., 2012)

CLARO: modeling and processing uncertain data streams. - Thanh T. L. Tran; Liping Peng; Yanlei Diao; Andrew McGregor 001; Anna Liu (VLDB J., 2012)

Query Steering for Interactive Data Exploration. - Ugur Çetintemel; Mitch Cherniack; Justin A. DeBrabant; Yanlei Diao; Kyriaki Dimitriadou; Alexander Kalinin 001; Olga Papaemmanouil; Stanley B. Zdonik (CIDR, 2013)

A Science Fiction Talk. - Yanlei Diao (CIDR, 2013)

SEDGE: Symbolic example data generation for dataflow programs. - Kaituo Li; Christoph Reichenbach; Yannis Smaragdakis; Yanlei Diao; Christoph Csallner (ASE, 2013)

Front Matter. - Yanlei Diao; Thomas Neumann 001 (Proc. VLDB Endow., 2013)

Supporting User-Defined Functions on Uncertain Data. - Thanh T. L. Tran; Yanlei Diao; Charles Sutton; Anna Liu (Proc. VLDB Endow., 2013)

Interactive data exploration based on user relevance feedback. - Kyriaki Dimitriadou; Olga Papaemmanouil; Yanlei Diao (ICDE Workshops, 2014)

Explore-by-example: an automatic query steering framework for interactive data exploration. - Kyriaki Dimitriadou; Olga Papaemmanouil; Yanlei Diao (SIGMOD Conference, 2014)

On complexity and optimization of expensive queries in complex event processing. - Haopeng Zhang 003; Yanlei Diao; Neil Immerman (SIGMOD Conference, 2014)

Building Highly-Optimized, Low-Latency Pipelines for Genomic Data Analysis. - Yanlei Diao; Abhishek Roy 008; Toby Bloom (CIDR, 2015)

Explore-By-Example: A New Database Service for Interactive Data Exploration. - Yanlei Diao (ExploreDB@SIGMOD/PODS, 2015)

Supporting Data Uncertainty in Array Databases. - Liping Peng; Yanlei Diao (SIGMOD Conference, 2015)

AIDE: An Automated Sample-based Approach for Interactive Data Exploration. - Kyriaki Dimitriadou; Olga Papaemmanouil; Yanlei Diao (CoRR, 2015)

AIDE: An Automatic User Navigation System for Interactive Data Exploration. - Yanlei Diao; Kyriaki Dimitriadou; Zhan Li; Wenzhao Liu; Olga Papaemmanouil; Kemi Peng; Liping Peng (Proc. VLDB Endow., 2015)

Supporting Scalable Analytics with Latency Constraints. - Boduo Li; Yanlei Diao; Prashant J. Shenoy (Proc. VLDB Endow., 2015)

High-Performance XML Message Brokering. - Yanlei Diao; Michael J. Franklin (Data Stream Management, 2016)

Interactive Data Exploration via Machine Learning Models. - Olga Papaemmanouil; Yanlei Diao; Kyriaki Dimitriadou; Liping Peng (IEEE Data Eng. Bull., 2016)

AIDE: An Active Learning-Based Approach for Interactive Data Exploration. - Kyriaki Dimitriadou; Olga Papaemmanouil; Yanlei Diao (IEEE Trans. Knowl. Data Eng., 2016)

EXstream: Explaining Anomalies in Event Stream Monitoring. - Haopeng Zhang 003; Yanlei Diao; Alexandra Meliou (EDBT, 2017)

Dagger: Digging for Interesting Aggregates in RDF Graphs. - Yanlei Diao; Ioana Manolescu; Shu Shang (ISWC (Posters, Demos & Industry Tracks), 2017)

Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study. - Abhishek Roy 008; Yanlei Diao; Uday Evani; Avinash Abhyankar; Clinton Howarth; Rémi Le Priol; Toby Bloom (SIGMOD Conference, 2017)

Anomaly Detection and Explanation Discovery on Event Streams. - Fei Song; Boyao Zhou; Quan Sun; Wang Sun; Shiwen Xia; Yanlei Diao (BIRTE, 2018)

EXAD: A System for Explainable Anomaly Detection on Big Data Traces. - Fei Song; Yanlei Diao; Jesse Read; Arnaud Stiegler; Albert Bifet (ICDM Workshops, 2018)

Optimization for Active Learning-based Interactive Database Exploration. - Enhui Huang; Liping Peng; Luciano Di Palma; Ahmed Abdelkafi; Anna Liu; Yanlei Diao (Proc. VLDB Endow., 2018)

Publish/Subscribe Over Streams. - Yanlei Diao; Michael J. Franklin (Encyclopedia of Database Systems (2nd ed.), 2018)

XML Publish/Subscribe. - Yanlei Diao; Michael J. Franklin (Encyclopedia of Database Systems (2nd ed.), 2018)

A Factorized Version Space Algorithm for "Human-In-the-Loop" Data Exploration. - Luciano Di Palma; Yanlei Diao; Anna Liu (ICDM, 2019)

Spade: A Modular Framework for Analytical Exploration of RDF Graphs. - Yanlei Diao; Pawel Guzewicz; Ioana Manolescu; Mirjana Mazuran (Proc. VLDB Endow., 2019)

UDAO: A Next-Generation Unified Data Analytics Optimizer. - Khaled Zaouk; Fei Song; Chenghao Lyu; Arnab Sinha; Yanlei Diao; Prashant J. Shenoy (Proc. VLDB Endow., 2019)

Boosting Cloud Data Analytics using Multi-Objective Optimization. - Fei Song; Khaled Zaouk; Chenghao Lyu; Arnab Sinha; Qi Fan; Yanlei Diao; Prashant J. Shenoy (CoRR, 2020)

AnomalyBench: An Open Benchmark for Explainable Anomaly Detection. - Vincent Jacob; Fei Song; Arnaud Stiegler; Yanlei Diao; Nesime Tatbul (CoRR, 2020)

Explainable anomaly detection on high-dimensional time series data. - Bijan Rad; Fei Song; Vincent Jacob; Yanlei Diao (DEBS, 2021)

Spark-based Cloud Data Analytics using Multi-Objective Optimization. - Fei Song; Khaled Zaouk; Chenghao Lyu; Arnab Sinha; Qi Fan; Yanlei Diao; Prashant J. Shenoy (ICDE, 2021)

Efficient Exploration of Interesting Aggregates in RDF Graphs. - Yanlei Diao; Pawel Guzewicz; Ioana Manolescu; Mirjana Mazuran (SIGMOD Conference, 2021)

Neural-based Modeling for Performance Tuning of Spark Data Analytics. - Khaled Zaouk; Fei Song; Chenghao Lyu; Yanlei Diao (CoRR, 2021)

Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series. - Vincent Jacob; Fei Song; Arnaud Stiegler; Bijan Rad; Yanlei Diao; Nesime Tatbul (Proc. VLDB Endow., 2021)

A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection. - Vincent Jacob; Fei Song; Arnaud Stiegler; Bijan Rad; Yanlei Diao; Nesime Tatbul (Proc. VLDB Endow., 2021)

Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing. - Chenghao Lyu; Qi Fan; Fei Song; Arnab Sinha; Yanlei Diao; Wei Chen 133; Li Ma; Yihui Feng; Yaliang Li; Kai Zeng 002; Jingren Zhou 001 (Proc. VLDB Endow., 2022)

Forecasting Algorithms for Intelligent Resource Scaling: An Experimental Analysis. - Yanlei Diao; Dominik Horn; Andreas Kipf; Oleksandr Shchur; Ines Benito; Wenjian Dong; Davide Pagano; Pascal Pfeil; Vikram Nathan; Balakrishnan Narayanaswamy; Tim Kraska (SoCC, 2024)

Efficient Version Space Algorithms for Human-in-the-loop Model Development. - Luciano Di Palma; Yanlei Diao; Anna Liu (ACM Trans. Knowl. Discov. Data, 2024)

A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning. - Chenghao Lyu; Qi Fan; Philippe Guyard; Yanlei Diao (Proc. VLDB Endow., 2024)

Efficient and robust active learning methods for interactive database exploration. - Enhui Huang; Yanlei Diao; Anna Liu; Liping Peng; Luciano Di Palma (VLDB J., 2024)

Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains. - Vincent Jacob; Yanlei Diao (Proc. VLDB Endow., 2025)

The Cambridge Report on Database Research. - Anastasia Ailamaki; Samuel Madden 001; Daniel Abadi; Gustavo Alonso; Sihem Amer-Yahia; Magdalena Balazinska; Philip A. Bernstein; Peter A. Boncz; Michael J. Cafarella; Surajit Chaudhuri; Susan B. Davidson; David J. DeWitt; et al. (CoRR, 2025)