Book Chapter

• Privacy Preservation on Time Series
  by S. Papadimitriou, F. Li, G. Kollios, P. S. Yu.
  Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques, ISBN: 978-1439803653, Chapman & Hall/CRC Press, December, 2010.
• Authenticated Index Structures for Outsourced Databases
  by F. Li, M. Hadjieleftheriou, G. Kollios, L. Reyzin
  Handbook of Database Security, ISBN: 978-0-387-48532-4, Springer, November, 2007.
• Trip Planning Queries in Road Network Databases
  by F. Li, M. Hadjieleftheriou, G. Kollios, D. Cheng, S. H. Teng
  Encyclopedia of GIS, ISBN: 978-0-387-30858-6 (Print), 978-0-387-35973-1 (Online), Springer, February, 2008.

Journal

Year 2023
• ROVEC: Runtime Optimization of Vectorized Expression Evaluation for Column Store
  by M. Li, Z. Miao, D. Wu, F. Li, S. Wang, W. Cao, Z. Qiao, B. Ruan, K. Liang, J. Yang, H. Dai, G. Chen,
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 35(3):3045-3058, 2023.
• Learning-based query optimization for multi-probe approximate nearest neighbor search
  by P. Zhang, B. Yao, C. Gao, B. Wu, X. He, F. Li, Y. Lu, C. Zhan, F. Tang.
  The International Journal on Very Large Data Bases (VLDBJ), 32(3):623-645, 2023.

Year 2022
• Efficient Oblivious Query Processing for Range and kNN Queries
  by Z. Chang, D. Xie, F. Li, J. Phillips, R. Balasubramonian
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 34(12):5741-5754, 2022.

Year 2020
• Semantic Embedding for Regions of Interest
  by D. Pau, D. Xie, F. Li, J. Phillips
  The International Journal on Very Large Data Bases (VLDBJ), 30(3):311-331, 2020.

Year 2019
• SolarDB: Towards a Shared-Everything Database on Distributed Log-Structured Storage
  by T. Zhu, Z. Zhao, F. Li, W. Qian, A. Zhou, D. Xie, R. Stutsman, H. Li, H. Hu
  In Proceedings of ACM Transactions on Storage (ACM TOS), Vol. 25, No. 2, 11:1-11:26, 2019
• Spell: Online Streaming Parsing of Large Unstructured System Logs
  by M. Du, F. Li
  In Proceedings of IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 31(11):2213-2227, 2019
• * Wander Join and XDB: Online Aggregation via Random Walks
  by F. Li, B. Wu, K. Yi, Z. Zhao
  In Proceedings of ACM Transactions on Database Systems (ACM TODS), Vol. 44, No. 1, 2:1-2:41, 2019

Year 2017
• Twitter-derived neighborhood characteristics associated with obesity and diabetes,
  by Q. Nguyen, K. D. Brunisholz, W. Yu, M. McCullough, H. A. Hanson, M. L. Litchman, F. Li, Y. Wan, J. A. VanDerslice, M. Wen, K. R. Smith
  Scientific Reports by Nature (Nature: Scientific Reports), Vol. 7, Article number: 16425, 2017
• Geotagged US Tweets as Predictors of County-Level Health Outcomes,
  by Q. Nguyen, M. McCullough, H. Meng, D. Paul, D. Li, S. Kath, G. Loomis, E. Nsoesie, M. Wen, K. Smith, F. Li
  American Journal of Public Health (AJPH), 2017
• * Wander Join and XDB: Online Aggregation via Random Walks,
  by F. Li, B. Wu, K. Yi, Z. Zhao
  SIGMOD Record (SIGMOD Record), 2017
• ATOM: Efficient Tracking, Monitoring, and Orchestration of Cloud Resources,
  by M. Du, F. Li
  IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), To Appear, 2017

Year 2016
• Building a National Neighborhood Dataset From Geotagged Twitter Data for Indicators of Happiness, Diet, and Physical Activity
  by Q. Nguyen, D. Li, H. W. Meng, S. Kaith, E. Nsoesie, F. Li, M. Wen
  JMIR Public Health & Surveillance, Vol. 2, No. 2, 2016.
• Leveraging Geotagged Twitter Data to Examine Neighborhood Happiness, Diet, and Physical Activity
  by Q. Nguyen, S. Kath, H. W. Meng, D. Li, K. R. Smith, J. A. VanDerslice, M. Wen, F. Li
  Applied Geography, 73: 77-88, 2016.
• Exact and Approximate Flexible Aggregate Similarity Search
  by F. Li, K. Yi, Y. Tao, B. Yao, Y. Li, D. Xie, M. Wang
  The International Journal on Very Large Data Bases (VLDBJ), 25(3): 317-338, 2016.

Year 2014
• Comparing Different Implementations of Near Data Computing with In-Memory MapReduce Workloads,
  by S. Pugsley, J. Jestes, R. Balasubramonian, V. Srinivasan, A. Buyuktosunoglu, A. Davis, F. Li,
  IEEE Micro Special Issue on Big Data (IEEE Micro), 34(4): 44-52, 2014.
• Scalable Keyword Search on Large RDF Data,
  by W. Le, F. Li, A. Kementsietsidis, S. Duan
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 26(11): 2774-2788, 2014
• Dynamic Monitoring of Optimal Locations in Road Network Databases
  by B. Yao, X. Xiao, F. Li, Y. Wu
  The International Journal on Very Large Data Bases (VLDBJ), 23(5): 697-720, 2014.

Year 2013
• Spatial Approximate String Search,
  by F. Li, B. Yao, M. Tang, M. Hadjieleftheriou
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), Vol. 25, No. 6, pages 1394-1409, 2013.

Year 2012
• Query Access Assurance in Outsourced Databases
  by W. Le, F. Li
  Vol. 5, No. 2, pages 178-191, IEEE Transactions on Services Computing. (IEEE TSC), 2012.

Year 2011
• Semantics of Ranking Queries for Probabilistic Data (Project Website)
  by J. Jestes, G. Cormode, F. Li, K. Yi
  Vol. 23, No. 12, pages 1903-1917, IEEE Transactions on Knowledge and Data Engineering. (IEEE TKDE), 2011.
• Group Enclosing Queries
  by F. Li, B. Yao, P. Kumar
  Vol. 23, No. 10, pages 1526-1540, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2011.
• The World in a Nutshell: Concise Range Queries
  by K. Yi, X. Liang, F. Li, L. Chen
  Vol. 23, No. 1, pages 139-154, 2011, IEEE Transactions on Knowledge and Data Engineering. (IEEE TKDE)  

Year 2010
• Top-k Queries on Temporal Data (Project Website)
  by F. Li, K. Yi, W. Le
  Vol. 19, No. 5, pages 715-733, The International Journal on Very Large Data Bases (VLDBJ), 2010.
• Authenticated Index Structures for Aggregation Queries (Project Website)
  by F. Li, M. Hadjieleftheriou, G. Kollios, L. Reyzin
  Vol. 13, No. 4, pages 32:1-32:35, ACM Transactions on Information and System Security (ACM TISSEC), 2010.

Year 2009
• Small Synopses for Group-By Query Verification on Outsourced Data Streams (Project Website)
  by K. Yi, F. Li, G. Cormode, M. Hadjieleftheriou, G. Kollios, D. Srivastava
  Vol. 34, No. 3, pages 1--42, 2009, ACM Transactions on Database Systems.( ACM TODS)  
• Robust Approximate Aggregation in Sensor Data Management Systems (Project Website)
  by J. Considine, M. Hadjieleftheriou, F. Li, J. Byers, G. Kollios
  Vol. 34, No. 1, pages 1--35, 2009, ACM Transactions on Database Systems. ( ACM TODS)  

Year 2008 and Before
• Efficient Processing of Top-k Queries in Uncertain Databases with x-Relations (Project Website)
  by K. Yi, F. Li, G. Kollios, D. Srivastava
  Vol. 20, No. 12, pages 1669-1682, December, 2008. IEEE Transactions on Knowledge and Data Engineering ( IEEE TKDE) 
• Robust Aggregation in Sensor Networks
  by G. Kollios, J. W. Byers, J. Considine, M. Hadjieleftheriou, F. Li
  In IEEE Data Engineering Bulletin 28(1): 26-32 (2005) 
• Towards Building Logical Views of Websites
  by Z. Liu, W. Ng, E. Lim, F. Li
  Data & Knowledge Engineering (DKE), 2004,  Elsevier. ( Invited by WIDM02 )

Conference

Year 2023
• Detecting Logic Bugs of Join Optimizations in DBMS, Best Paper Award,
  by X. Tang, S. Wu, X. Zhang, F. Li, G. Chen
  In Proceedings of 42nd ACM SIGMOD International Conference on Management of Data (SIGMOD 2023), pages 1(1):55:1-55:25, Seattle, USA, June 2023.
• A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning,
  by X. Zhang, C. Zhang, H. Wu, J. Tan, F. Li, B. Cui
  In Proceedings of 42nd ACM SIGMOD International Conference on Management of Data (SIGMOD 2023), pages 1(2):186:1-186:26, Seattle, USA, June 2023.
• PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba,
  by J. Wang, T. Li, H. Song, X. Yang, W. Zhou, F. Li, B. Yan, Q. Wu, Y. Liang, C. Ying, Y. Wang, B. Chen, C. Cai, Y. Ruan, X. Weng, S. Chen, L. Yin, C. Yang, X. Cai, H. Xing, N. Yu, X. Chen, D. Huang, J. Sun
  In Proceedings of 42nd ACM SIGMOD International Conference on Management of Data (SIGMOD 2023), pages 1(2):199:1-199:25, Seattle, USA, June 2023.
• CatSQL: Towards Real World Natural Language to SQL Applications,
  by H. Fu, C. Liu, B. Wu, F. Li, J. Tan, J. Sun
  In Proceedings of 49th International Conference on Very Large Data Bases (VLDB 2023), pages 16(6):1534-1547, Vancouver, Canada, August 2023.
• OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting,
  by X. He, Y. Li, J. Tan, B. Wu, F. Li
  In Proceedings of 49th International Conference on Very Large Data Bases (VLDB 2023), pages 16(6):1399-1412, Vancouver, Canada, August 2023.
• Encrypted Databases Made Secure Yet Maintainable
  by M. Li, X. Zhao, L. Chen, C. Tan, H. Li, S. Wang, Z. Mi, Y. Xia, F. Li, H. Chen
  In Proceedings of 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2023), pages 117-133, Boston, USA, June, 2023
• Persistent Memory Disaggregation for Cloud-Native Relational Databases
  by C. Ruan, Y. Zhang, C. Bi, X. Ma, H. Chen, F. Li, X. Yang, C. Li, A. Aboulnaga, Y. Xu
  In Proceedings of 28th conference on ACM Architectural Support for Programming Languages and Operating Systems (ACM ASPLOS 2023), pages 498-512, Vancouver, Canada, March 2023
• Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol
  by Z. Lai, H. Fan, W. Zhou, Z. Ma, X. Peng, F. Li, E. Lo
  In Proceedings of 38th IEEE International Conference on Data Engineering (IEEE ICDE 2023), pages 2317-2331, California, USA, April, 2023
• Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution
  by X. He, J. Tan, B. Wu, F. Li, X. Zhang, G. Liang, J. Xu
  In Proceedings of 38th IEEE International Conference on Data Engineering (IEEE ICDE 2023), pages 816-828, California, USA, April, 2023
• EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies
  by Q. Lin, Y. Gu, J. Sai, J. Liu, K. Ren, L. Xiong, T. Wang, Y. Pang, S. Wang, F. Li
  In Proceedings of 38th IEEE International Conference on Data Engineering (IEEE ICDE 2023), pages 2878-2891, California, USA, April, 2023

Year 2022
• Database Workload Characterization with Query Plan Encoders, Talk, Poster
  by D. Paul, J. Cao, F. Li, V. Srikumar
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(4) pages 923-935, Sydney, Australia, August 2022.
• Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation, Talk,
  by X. Zhang, Z. Chang, Y. Li, H. Wu, J. Tan, F. Li
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(9) pages 1808-1821,, Sydney, Australia, August 2022.
• AB-tree: Index for Concurrent Random Sampling and Updates, Talk, Poster,
  by Z. Zhao, D. Xie, F. Li
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(9) pages 1835-1847, Sydney, Australia, August 2022.
• SA-LSM : Optimize Data Layout for LSM-tree Based Storage using Survival Analysis, Talk,
  by T. Zhang, J. Tan, X. Cai, J. Wang, F. Li, J. Sun
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(10) pages 2161-2174, Sydney, Australia, August 2022.
• Operon: An Encrypted Database for Ownership-Preserving Data Management, Talk,
  by S. Wang, Y. Li, H. Li, F. Li, C. Tian, L. Su, Y. Zhang, Y. Ma, L. Yan, Y. Sun, X. Cheng, X. Xie, Y. Zou.
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(12) pages 3332-3345, Sydney, Australia, August 2022.
• HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database,
  by X. Ren, L. Su, Z. Gu, S. Wang, F. Li, Y. Xie, S. Bian, C. Li, F. Zhang
  In Proceedings of 49th International Conference on Very Large Data Bases (VLDB 2022), 16(4) pages 601-614, Sydney, Australia, August 2022.
• CloudJump: Optimizing Cloud Databases for Cloud Storages, Talk,
  by Z. Chen, X. Yang, F. Li, X. Cheng, Q. Hu, Z. Miao, R. Xie, X. Wu, K. Wang, Z. Song, H. Sun, Z. Zhuang, Y. Yang, J. Xu, L. Yin, W. Zhou, S. Wang.
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(12) pages 3432-3444, Sydney, Australia, August 2022.
• Tair-PMem: a Fully Durable Non-Volatile Memory Database, Talk,
  by C. Gong, C. Tian, Z. Wang, S. Wang, X. Wang, Q. Fu, W. Qin, Q. Long, R. Chen, J. Qi, R. Wang, G. Zhu, C. Yang, W. Zhang, F. Li
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(12) pages 3346-3358, Sydney, Australia, August 2022.
• VRE: A Versatile, Robust, and Economical Trajectory Data System, Talk,
  by H. Lan, J. Xie, Z. Bao, F. Li, W. Tian, F. Wang, S. Wang, A. Zhang
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(12) pages 3398-3410, Sydney, Australia, August 2022.
• Ganos: A Multidimensional, Dynamic, and Scene-Oriented Cloud-Native Spatial Database Engine, Talk,
  by J. Xie, Z. Chen, J. Liu, F. Wang, F. Li, Z. Chen, Y. Liu, S. Cai, Z. Fan, F. Xiao, Y. Chen
  In Proceedings of 48th International Conference on Very Large Data Bases (VLDB 2022), 15(12) pages 3483-3495, Sydney, Australia, August 2022.
• Towards Practical Oblivious Join, Talk,
  by Z. Chang, D. Xie, S. Wang, F. Li
  In Proceedings of 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2022), pages 803-817, Philadelphia, USA, June 2022.
• PreQR: Pre-training Representation for SQL Understanding, Talk,
  by X. Tang, S. Wu, M. Song, S. Yin, F. Li, G. Chen
  In Proceedings of 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2022), pages 204-216, Philadelphia, USA, June 2022.
• Remus: Efficient Live Migration for Distributed Databases with Snapshot Isolation, Talk,
  by J. Kang, C. Le, F. Li, X. Zhou, W. Cao, S. Cai, D. Shao.
  In Proceedings of 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2022), pages 2232-2245, Philadelphia, USA, June 2022.
• ESDB: Processing Extremely Skewed Workloads in Real-time, Talk,
  by J. Zhang, S. Cheng, Z. Xue, J. Deng, C. Fu, W. Zhou, S. Wang, C. Chen, F. Li
  In Proceedings of 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2022), pages 2286-2298, Philadelphia, USA, June 2022.
• Towards Dynamic and Safe Coonfiguration Tuning for Cloud Databases, Talk,
  by X. Zhang, H. Wu, Y. Li, J. Tan, F. Li, B. Cui
  In Proceedings of 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2022), pages 631-645, Philadelphia, USA, June 2022.
• Releasing Private Data for Numerical Queries,
  by Y. Qiu, W. Dong, K. Yi, B. Wu, F. Li, Talk,
  In Proceedings of 28th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIKDD 2022), pages 1410-1419, Washington DC, USA, Aug, 2022.
• PolarDB-X: An Elastic Distributed Relational Database for Cloud-Native Applications, Talk,
  by W. Cao, F. Li, G. Huang, J. Lou, J. Zhao, D. He, M. Sun, Y. Zhang, S. Wang, X. Wu, H. Liao, Z. Chen, X. Fang, M. Chen, C. Liang, Y. Luo, H. Wang, S. Wang, Z. Ma, X. Yang, X. Peng, Y. Ruan, Y. Wang, J. Zhou, J. Wang, Q. Hu, J. Kang.
  In Proceedings of 37th IEEE International Conference on Data Engineering (IEEE ICDE 2022), pages 2859-2872, Kuala Lumpur, Malaysia, May, 2022
• PinSQL: Pinpoint Root Cause to Resolve SQL Performance Issues in Cloud Databases, Talk,
  by X. Liu, Z. Yin, C. Zhao, C. Ge, L. Chen, Y/ Gao, D. Li, Z. Wang, G. Liang, J. Tan, F. Li
  In Proceedings of 37th IEEE International Conference on Data Engineering (IEEE ICDE 2022), pages 2549-2561, Kuala Lumpur, Malaysia, May, 2022
• A Comparative Study of in-Database Inference Approaches, Talk,
  by Q. Lin, S. Wu, J. Zhao, J. Dai, F. Li, G. Chen
  In Proceedings of 37th IEEE International Conference on Data Engineering (IEEE ICDE 2022), pages 1794-1807, Kuala Lumpur, Malaysia, May, 2022
• Ubiquitous Verification in Centralized Ledger Databases
  by X. Yang, S. Wang, F. Li, Y. Zhang, W. Yan, F. Gai, B. Yu, L. Feng, Q. Gao, Y. Li.
  In Proceedings of 37th IEEE International Conference on Data Engineering (IEEE ICDE 2022), pages 1808-1821, Kuala Lumpur, Malaysia, May, 2022
• A Sampling-based Learning Framework for Big Databases, Talk,
  by J. Zhang, S. Wu, J. Zhao, Z. Xie, F. Li, G. Chen
  In Proceedings of 18th The Web Conference (WWW 2022), pages 1871-1881, Lyon, France, April, 2022.

Year 2021
• Constrained Non-Affine Alignment of Embedding, Talk
  by Y. Wang, Y. Zheng, Y. Peng, M. Yeh, Z. Zhuang, D. Mahashweta, B. Mangesh, F. Li, W. Zhang, J. Phillips
  In Proceedings of 21st IEEE International Conference on Data Mining (ICDM 2021), pages 1403-1408, Auckland, New Zealand, December 2021.
• Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation, Talk
  by Y. Zhang, C. Ruan, C. Li, X. Yang, W. Cao, F. Li, B. Wang, J. Fang, Y. Wang, J. Huo, C. Bi
  In Proceedings of 47th International Conference on Very Large Data Bases (VLDB 2021), pages 1900-1912, Copenhagen, Denmark, August 2021.
• Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory, Talk
  by B. Yan, X. Cheng, B. Jiang, S. Chen, C. Shang, J. Wang, G. Huang, X. Yang, W. Cao, F. Li
  In Proceedings of 47th International Conference on Very Large Data Bases (VLDB 2021), pages 1872-1885, Copenhagen, Denmark, August 2021.
• Building Enclave-Native Storage Engines for Practical Encrypted Databases, Talk, Poster
  by Y. Sun, S. Wang, H.Li, F. Li
  In Proceedings of 47th International Conference on Very Large Data Bases (VLDB 2021), pages 1019-1032, Copenhagen, Denmark, August 2021.
• Cquirrel: Continuous Query Processing over Acyclic Relational Schemas, Poster
  by Q. Wang, C. Zhang, D. Alsayed, K. Yi, B. Wu, F. Li, C. Zhan
  In Proceedings of 47th International Conference on Very Large Data Bases (VLDB 2021), pages 2667-2670, Copenhagen, Denmark, August 2021.
• PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers, Talk
  by W. Cao, Y. Zhang, X. Yang, F. Li, S. Wang, Q. Hu, X. Cheng, Z. Chen, Z. Liu, J. Fang, B. Wang, Y. Wang, H. Sun, Z. Yang, Z. Cheng, S. Chen, J. Wu, W. Hu, J. Zhao, Y. Gao, S. Cai, Y. Zhang, J. Tong
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 2477-2489, XiAn, China, June 2021.
• LogStore: A Cloud Native and Multi-Tenant Log Database, Talk
  by W. Cao, X. Feng, B. Liang, T. Zhang, Y. Gao, Y Zhang, F. Li
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 2464-2476, XiAn, China, June 2021.
• VeriDB: An SGX-based Verifiable Database, Talk
  by W. Zhou, Y. Cai, Y. Peng, S. Wang, K. Ma, F. Li
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 2182-2194, XiAn, China, June 2021.
• ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases, Talk
  by X. Zhang, H. Wu, Z. Chang, S. Jin, J. Tan, F. Li, T. Zhang, B. Cui
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 2102-2114, XiAn, China, June 2021.
• At-the-time and Back-in-time Persistent Sketches , Talk
  by B. Shi, Y. Peng, Z. Zhao, J. Phillips, F. Li
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 1623-1636, XiAn, China, June 2021.
• Weighted Distinct Sampling: Cardinality Estimation for SPJ Queries, Talk
  by Y. Qiu, Y. Wang, K. Yi, F. Li, B. Wu, C. Zhan.
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 1465-1477, XiAn, China, June 2021.
• Spatial Independent Range Sampling,Talk
  by D. Xie, J. Phillips, M. Matheny, F. Li
  In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages 2023-2035, XiAn, China, June 2021.
• A Cloud-based Deduplication System for Multi-version Backups, Talk, Full Version
  by Z. Zhang, H. Hu, Z. Xue, C. Chen, Y. Yu, C. Fu, X. Zhou, F. Li
  In Proceedings of 36th IEEE International Conference on Data Engineering (IEEE ICDE 2021), pages 1841-1846, Crete, Greece, April, 2021

Year 2020
• HybrIDX: New Hybrid Index for Volume-hiding Range Queries in Data Outsourcing Services, Best Paper Award,Talk
  by K. Ren, Y. Guo, J. Li, X. Jia, C. Wang, Y. Zhou, S. Wang, N. Cao, F. Li
  In Proceedings of 40th IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2020), pages 23-33, Singapore, November, 2020
• Efficient Join Synopsis Maintenance for Data Warehouse, Talk
  by Z. Zhao, F. Li, Y. Liu
  In Proceedings of 39th ACM SIGMOD International Conference on Management of Data (SIGMOD 2020), pages 2027-2042, Portland, USA, June 2020.
• FalconDB: Blockchain-based Collaborative Database, Talk
  by Y. Peng, M. Du, F. Li, R. Cheng, D. Song
  In Proceedings of 39th ACM SIGMOD International Conference on Management of Data (SIGMOD 2020), pages 637-652, Portland, USA, June 2020.
• Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics, Talk
  by W. Cao, Y. Gao, F. Li, S. Wang, B. Lin, K. Xu, X. Feng, Y. Wang, Z. Liu, G. Zhang
  In Proceedings of 39th ACM SIGMOD International Conference on Management of Data (SIGMOD 2020), pages 739-753, Portland, USA, June 2020.
• AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data, Talk
  by C. Wei, B. Wu, S. Wang, R. Lou, C. Zhan, F. Li, Y. Cai
  In Proceedings of 46th International Conference on Very Large Data Bases (VLDB 2020), pages 13(12):3152-3165, August 2020.
• Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines, talk
  by L. Yang, H. Wu, T. Zhang, X. Cheng, F. Li, L. Zou, Y. Wang, R. Chen, J. Wang, G. Huang
  In Proceedings of 46th International Conference on Very Large Data Bases (VLDB 2020), pages 13(11):1976-1989, August 2020.
• LedgerDB: A Centralized Ledger Database for Universal Audit and Verification, Talk
  by X. Yang, Y. Zhang, S. Wang, B. Yu, F. Li, Y. Li, W. Yan.
  In Proceedings of 46th International Conference on Very Large Data Bases (VLDB 2020), pages 13(12):3138-3151, August 2020.
• Diagnosing Root Causes of Intermittent Slow Queries in Larege-Scale Cloud Databases, talk
  by M. Ma, Z. Yin, S. Zhang, S. Wang, C. Zheng, X. Jiang, H. Hu, C. Luo, Y. Lin, N. Qiu, F. Li, C. Chen, D. Pei
  In Proceedings of 46th International Conference on Very Large Data Bases (VLDB 2020), pages 13(8):1176-1189, August 2020.
• Two-Level Data Compression using Machine Learning in Time Series Database, Talk
  by X. Yu, Y. Peng, F. Li, S. Wang, X. Shen, H. Mai, Y. Xie
  In Proceedings of 35th IEEE International Conference on Data Engineering (ICDE 2020), pages 1370-1381, Dallas. USA, April, 2020
• HotRing: A Hotspot-Aware In-Memory Key-Value Store, Talk, Poster
  by J. Chen, L. Chen, S. Wang, G. Zhu, Y. Sun, H. Liu, F. Li,
  In Proceedings of 18th USENIX Conference on File and Storage Technologies (USENIX FAST 2020), pages 239-252, Santa Clara, USA, February 2020.
• FPGA-Accelerated Compactions for LSM-based Key Value Store, Talk, Poster
  by T. Zhang, J. Wang, X. Cheng, H. Xu, N. Yu, G. Huang, T. Zhang, D. He, F. Li, W. Cao, Z. Huang, J. Sun,
  In Proceedings of 18th USENIX Conference on File and Storage Technologies (USENIX FAST 2020), pages 225-237, Santa Clara, USA, February 2020.

Year 2019
• Narrowing the Gap Between Serverless and its State with Storage Functions , Best Paper Award (runner-up), Talk, Poster
  by T. Zhang, D. Xie, F. Li, R. Stutsman
  In Proceedings of 10th ACM Symposium of Cloud Computing (ACM SoCC 2019), pages 1-12, November 2019.
• Role of the TPC in the Cloud Age,
  by A. Crolotte, F. Li, M. Poess, P. Boncz, R. Nambiar
  In Proceedings of Technology Conference on Performance Evaluation and Benchmarking (joint with VLDB 2019), pages 133-138, August 2019.
• Cloud Native Database Systems at Alibaba: Opportunities and Challenges, Talk
  by F. Li
  In Proceedings of 45th International Conference on Very Large Data Bases (VLDB 2019), 12(12) pages 2263-2272, August 2019.
• iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases, Talk, Poster
  by J. Tan, T. Zhang, F. Li, J. Chen, Q. Zheng, P. Zhang, H. Qiao, Y. Shi, W. Cao, R. Zhang
  In Proceedings of 45th International Conference on Very Large Data Bases (VLDB 2019), 12(10) pages 1221-1234, August 2019.
• AnalyticDB: Real-time OLAP Database System at Alibaba Cloud, Talk, Poster
  by C. Zhan, M. Su, C. Wei, X. Peng, L. Lin, S. Wang, Z. Chen, F. Li, Y. Pan, F. Zheng, C. Chai
  In Proceedings of 45th International Conference on Very Large Data Bases (VLDB 2019), 12(12) pages 2059-2070, August 2019.
• X-Engine: An Optimized Storage Engine for Large-Scale E-Commerce Transaction Processing, Talk, Poster
  by G. Huang, X. Cheng, J. Wang, Y. Wang, D. He, T. Zhang, F. Li, S. Wang, W. Cao, Q. Li
  In Proceedings of 38th ACM SIGMOD International Conference on Management of Data (SIGMOD 2019), pages 651-665, Amsterdam, Netherland, June 2019.
• Bursty Event Detection Throughout Histories Talk, Poster
  by D. Paul, Y. Peng, F. Li
  In Proceedings of 34th IEEE International Conference on Data Engineering (ICDE 2019), pages 1370-1381, Macau, China. April, 2019
• AI Pro: Data Processing Framework for AI Models Poster
  by R. Frost, D. Paul, F. Li
  In Proceedings of 34th IEEE International Conference on Data Engineering (ICDE 2019), pages 1980-1983, Macau, China. April, 2019
• Pcard: Personalized Restaurants Recommendation from Card Payment Transaction Records
  by M. Du, R. Christensen, W. Zhang, F. Li
  In Proceedings of 15th The Web Conference (WWW 2019), pages 2687-2693, San Francisco, 2019

Year 2018
• OpenTag: Open Attribute Value Extraction from Product Profiles Talk, Poster
  by G. Zheng, S. Mukherjee, X. Dong, F. Li
  In Proceedings of 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2018), Oral Presentation, Applied Data Science Track, pages 1049--1058, London, UK, August 2018.
• Solar: Towards a Shared-Everything Database on Distributed Log-Structured Storage, Talk, Poster
  by T. Zhu, Z. Zhao, F. Li, W. Qian, A. Zhou, D. Xie, R. Stutsman, H. Li, H. Hu
  In Proceedings of the 2018 USENIX Annual Technical Conference (USENIX ATC 2018), pages 795--807, Boston, USA, July 2018.
• Persistent Bloom Filter: Membership Testing for the Entire History, project website, Talk, Poster
  by Y. Peng, J. Guo, F. Li, W. Qian, A. Zhou
  In Proceedings of 37th ACM SIGMOD International Conference on Management of Data (SIGMOD 2018), pages 1037--1052, Houston, USA, June 2018.
• Random Sampling Over Joins Revisited, project website, Talk, Poster
  by Z. Zhao, R. Christensen, F. Li, X. Hu, K. Yi
  In Proceedings of 37th ACM SIGMOD International Conference on Management of Data (SIGMOD 2018), pages 1525--1539, Houston, USA, June 2018.
• Secure DIMM: Moving ORAM Primitives Closer to Memory, Talk,
  by A. Shafiee, R. Balasubramonian, M. Tiwari, F. Li
  In Proceedings of 24th IEEE International Symposium on High-Performance Computer Architecture (IEEE HPCA 2018), pages 428--440, Vienna, Austria, February, 2018.

Year 2017
• DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning, Talk,
  by M. Du, F. Li, G. Zheng, V. Srikumar
  In Proceedings of 24th ACM Conference on Computer and Communications Security (CCS 2017), pages 1285-1298, November 2017.
• Distributed Trajectory Similarity Search, project website, Talk, Poster
  by D. Xie, F. Li, J. Phillips
  In Proceedings of 43rd International Conference on Very Large Data Bases (VLDB 2017), pages 1478-1489, August 2017.
• Compass: Spatio Temporal Sentiment Analysis of US Election, project website, Talk, Poster
  by D. Paul, F. Li, K. Teja, Y. Xin, R. Frost
  In Proceedings of 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2017), Oral Presentation, Applied Data Science Track, pages 1585-1594, Halifax, Canada, August 2017.

Year 2016
• Spell: Streaming Parsing of System Event Logs, Talk
  by M. Du, F. Li
  In Proceedings of 16th IEEE International Conference on Data Mining (ICDM 2016), Barcelona, Spain, pages 859-864, December, 2016.
• Fast and Concurrent RDF Queries with RDMA-based Distributed Graph Exploration,
  by J. Shi, Y. Yao, R. Chen, H. Chen, F. Li
  In Proceedings of 12th USENIX Symposium on Operating Systems Design and Implebbmentation (OSDI 2016), Savannah, GA, pages 317-332, November, 2016.
• Simba: Spatial In-Memory Big Data Analytics, Poster
  by D. Xie, F. Li, B. Yao, G. Li, L. Zhou, Z. Chen, M. Guo
  In Proceedings of 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Demo Paper, (ACM SIGSPATIAL 2016), pages 86:1-86:4, San Francisco, USA, November, 2016.
• Oblivious RAM: A Dissection and Experimental Evaluation, project website, Talk,
  by Z. Chang, D. Xie, F. Li
  In Proceedings of 42nd International Conference on Very Large Data Bases (VLDB 2016), 9(12): 1113-1124, New Delhi, India, August 2016.
• Simba: Efficient In-Memory Spatial Analytics, project website, Talk, Poster
  by D. Xie, F. Li, B. Yao, G. Li, L. Zhou, M. Guo
  In Proceedings of 35th ACM SIGMOD International Conference on Management of Data (SIGMOD 2016), pages 1071-1085, San Francisco, USA, June 2016.
• * Wander Join: Online Aggregation via Random Walks, Best Paper Award, project website, Talk, Poster
  by F. Li, B. Wu, K. Yi, Z. Zhao
  In Proceedings of 35th ACM SIGMOD International Conference on Management of Data (SIGMOD 2016), pages 615-629, San Francisco, USA, June 2016.
• Graph Analytics Through Fine-Grained Parallelism, Talk, Poster
  by Z. Shang, F. Li, J. X. Yu, Z. Zhang, H. Cheng
  In Proceedings of 35th ACM SIGMOD International Conference on Management of Data (SIGMOD 2016), pages 463-478, San Francisco, USA, June 2016.
• Matrix Sketching Over Sliding Windows, Talk, Poster
  by Z. Wei, X. Liu, F. Li, S. Shang, X. Du, J. Wen
  In Proceedings of 35th ACM SIGMOD International Conference on Management of Data (SIGMOD 2016), pages 1465-1480, San Francisco, USA, June 2016.
• Privacy Preserving Subgraph Matching on Large Graphs in Cloud, Talk, Poster
  by Z. Chang, L. Zou, F. Li
  In Proceedings of 35th ACM SIGMOD International Conference on Management of Data (SIGMOD 2016), pages 199-213, San Francisco, USA, June 2016.
• * Wander Join: Online Aggregation for Joins,
  by F. Li, B. Wu, K. Yi, Z. Zhao
  In Proceedings of 35th ACM SIGMOD International Conference on Management of Data, Demo Paper, (SIGMOD 2016), pages 2121-2124, San Francisco, USA, June 2016.
• Spatial Online Sampling and Aggregation, project website, Talk, Poster
  by L. Wang, R. Christensen F. Li, K. Yi
  In Proceedings of 42nd International Conference on Very Large Data Bases (VLDB 2016), pages 84-95, New Delhi, India, August 2016.

Year 2015
• ATOM: Automated Tracking, Orchestration, and Monitoring of Resource Usage in Infrastructure as a Service Systems, slides, project website, web demo
  by M. Du, F. Li
  In Proceedings of 2015 IEEE International Conference on Big Data (IEEE BigData 2015), pages 271-278, Santa Clara, CA, November 2015.
• Fixed-Function Hardware Sorting Accelerators for Near Data MapReduce Execution,
  by S. Pugsley, A. Deb, R. Balasubramonian, F. Li
  In Proceedings of 33rd IEEE International Conference on Computer Design (IEEE ICCD-33), short poster paper, pages 439-442, New York, October 2015.
• Distributed Online Tracking, Talk, Poster
  by M. Tang, F. Li, Y. Tao
  In Proceedings of 34th ACM SIGMOD International Conference on Management of Data (SIGMOD 2015), pages 2047-2061, Melbiourne, Australia, June 2015.
• STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data, Best Demonstration Award, (Project Website), Poster
  by R. Christensen, L. Wang, F. Li, K. Yi, J. Tang, N. Villa
  In Proceedings of 34th ACM SIGMOD International Conference on Management of Data (SIGMOD 2015), pages 1111-1116, system demo, Melbiourne, Australia, June 2015.

Year 2014
• Scalable Histograms on Large Probabilistic Data, Talk, Poster
  by M. Tang, F. Li
  In Proceedings of 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2014), pages 631-640, NYC, NY, August 2014.
• Continuous Matrix Approximation on Distributed Data, Full Version, Talk
  by M. Ghashami, J. Phillips, F. Li,
  In Proceedings of 40th International Conference on Very Large Data Bases (VLDB 2014), pages 809-820, Hangzhou, China, September 2014.
• NDC: Analyzing the Impact of 3D-Stacked Memory+Logic Devices on MapReduce Workloads,
  by S. Pugsley, J. Jestes, H. Zhang, R. Balasubramonian, V. Srinivasan, A. Buyuktosunoglu, A. Davis, F. Li
  In Proceedings of 2014 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2014), pages 190-200, Monterey, CA, March 2014.

Year 2013
• Optimal Splitters for Temporal and Multi-version Databases, (Project Website), Talk, Poster
  by W. Le, F. Li, Y. Tao, R. Christensen
  In Proceedings of 32nd ACM SIGMOD International Conference on Management of Data (SIGMOD 2013), pages 109-120, NYC, NY, June 2013.
• Quality and Efficiency in Kernel Density Estimates for Large Data, (Project Website), Talk, Poster
  by Y. Zheng, J. Jestes, J. Phillips, F. Li
  In Proceedings of 32nd ACM SIGMOD International Conference on Management of Data (SIGMOD 2013), pages 433-444, NYC, NY, June 2013.
• Adaptive Log Compression for Massive Log Data, (Project Website), Poster
  by R. Christensen, F. Li
  In Proceedings of 32nd ACM SIGMOD International Conference on Management of Data (SIGMOD 2013, Undergraduate Research Poster), SIGMOD Best Undergraduate Research Poster Award, pages 1283-1284, NYC, NY, June 2013.
• Secure Nearest Neighbor Revisited, Talk
  by B. Yao, F. Li, X. Xiao
  In Proceedings of 29th IEEE International Conference on Data Engineering (ICDE 2013), pages 733-744, Brisbane, Australia. April, 2013.
• LogKV: Exploiting Key-Value Stores for Log Processing, Project website, Talk
  by Z. Cao, S. Chen, F. Li, M. Wang, X. Sean Wang
  In Proceedings of 6th Biennial Conference on Innovative Data System Research (CIDR 2013), pages NA, Asilomar, California, 2013.

Year 2012
• Ranking Large Temporal Data, (Project Website) Talk
  by J. Jestes, J. Phillips, F. Li, M. Tang
  In Proceedings of 38th International Conference on Very Large Databases (VLDB 2012), PVLDB 5(11): 1412-1423, Istanbul, Turkey, August, 2012.
• Building Wavelet Histograms on Large Data in MapReduce, (Project Website), Talk
  by J. Jestes, K. Yi, F. Li
  In Proceedings of 38th International Conference on Very Large Databases (VLDB 2012), PVLDB 5(2): 109-120, Istanbul, Turkey, August, 2012.
• Towards Fair Sharing of Block Storage in a Multi-tenant Cloud, Talk
  by X. Lin, Y. Mao, F. Li, R. Ricci
  In Proceedings of 4th USENIX Workshop on Hot Topics in Cloud Computing (USENIX HotCloud 2012), pages TBA, Boston, MA, June 2012.
• ColumbuScout: Towards Building Local Search Engines over Large Databases, (Project Website), (Youtube Demo Video), Poster
  by C. Hansen, F. Li
  In Proceedings of 31st ACM SIGMOD International Conference on Management of Data (SIGMOD 2012, system demo), pages 617-620, Scottsdale, Arizona, May 2012.
• Efficient Parallel kNN Joins for Large Data in MapReduce, (Project Website), Talk
  by C. Zhang, F. Li, J. Jestes
  In Proceedings of 15th International Conference on Extending Database Technology (EDBT 2012), pages 38-49, Berlin, Germany, March, 2012.
• Efficient Threshold Monitoring for Distributed Probabilistic Data, Talk, Poster
  by M. Tang, F. Li, J. Phillips, J. Jestes
  In Proceedings of 28th IEEE International Conference on Data Engineering (ICDE 2012), pages 1120-1131, Washington DC. April, 2012.
• Scalable Multi-Query Optimization for SPARQL, Talk, Poster
  by W. Le, A. Kementsietsidis, S. Duan, F. Li
  In Proceedings of 28th IEEE International Conference on Data Engineering (ICDE 2012), pages 666-677, Washington DC. April, 2012.

Year 2011
• Multi-Approximate-Keyword Routing in GIS Data, (Project Website), Talk
  by B. Yao, M. Tang, F. Li
  In Proceedings of 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2011), pages 201-210, Chicago, Illinois. November, 2011.
• Flexible Aggregate Similarity Search Talk, Poster,
  by Y. Li, F. Li, K. Yi, B. Yao, M. Wang
  In Proceedings of 30th ACM SIGMOD International Conference on Management of Data (SIGMOD 2011), pages 1009-1020, Athens, Greece, June 2011.
• Rewriting Queries on SPARQL Views, Talk, Full Version
  by W. Le, S. Duan, A. Kementsietsidis, F. Li, M. Wang
  In Proceedings of 20th International World Wide Web Conference (WWW 2011), pages 655--664, Hyderabad, India, March, 2011.
• Optimal Location Queries in Road Network Databases, (Project Website) Talk
  by X. Xiao, B. Yao, F. Li
  In Proceedings of 27th IEEE International Conference on Data Engineering a(ICDE 2011), pages 804--815, Hannover, Germany, April, 2011.

Year 2010
• * Probabilistic String Similarity Joins, (Project Website), Talk, Poster
  by J. Jestes, F. Li, Z. Yan, K. Yi
  In Proceedings of 29th ACM SIGMOD International Conference on Management of Data (SIGMOD 2010), pages 327-338, Indianapolis, Indiana, June 2010.
• Logging Every Footstep: Quantile Summaries for the Entire History
  by Y. Tao, K. Yi, S. Cheng, J. Pei, F. Li
  In Proceedings of 29th ACM SIGMOD International Conference on Management of Data (SIGMOD 2010), pages 639-650, Indianapolis, Indiana, June 2010.
• Approximate String Search in Spatial Databases (Project Website), Talk
  by B. Yao, F. Li, M. Hadjieleftheriou, K. Hou
  In Proceedings of 26th IEEE International Conference on Data Engineering (ICDE 2010), pages 4-15, Long Beach, California, March 2010.
• K Nearest Neighbor Queries and kNN-Joins in Large Relational Databases (Almost) for Free, (Project Website), Talk
  by B. Yao, F. Li, P. Kumar
  In Proceedings of 26th IEEE International Conference on Data Engineering (ICDE 2010), pages 545-556, Long Beach, California, March 2010.

Year 2009
• Ranking Distributed Probabilistic Data (Project Website), Talk
  by F. Li, , K. Yi, J. Jestes
  In Proceedings of 28th ACM SIGMOD International Conference on Management of Data (SIGMOD 2009), pages 361-374, Providence, USA, June, 2009.
• * Semantics of Ranking Queries for Probabilistic Data and Expected Ranks (Project Website), Talk
  by G. Cormode, F. Li, , K. Yi
  In Proceedings of 25th IEEE International Conference on Data Engineering (ICDE 2009), pages 305-316, Shanghai, China, April 2009.
• Reverse Furthest Neighbors in Spatial Databases (Project Website), Talk
  by B. Yao, F. Li, P. Kumar
  In Proceedings of 25th IEEE International Conference on Data Engineering (ICDE 2009), pages 664-675, Shanghai, China, April 2009.
• Improving Transaction-time DBMS Performance and Functionality, Talk
  by D. Lomet, F. Li,
  In Proceedings of 25th IEEE International Conference on Data Engineering (ICDE 2009), pages 581-591, Shanghai, China, April 2009.
• A Concise Representation of Range Queries, Short Paper
  by K. Yi, X. Lian, F. Li,  L. Chen
  In Proceedings of 25th IEEE International Conference on Data Engineering (ICDE 2009), pages 1179-1182, Shanghai, China, April 2009.

Year 2008
• Finding Frequent Items in Probabilistic Data (Project Website), Talk
  by Q. Zhang, F. Li,  K. Yi
  In Proceedings of 27th ACM SIGMOD International Conference on Management of Data (SIGMOD 2008), pages 819-832, Vancouver, Canada, June 2008.
• Efficient Processing of Top-k Queries in Uncertain Databases (Project Website), Talk, Short Paper
  by K. Yi, F. Li,  G. Kollios, D. Srivastava
  In Proceedings of 24th IEEE International Conference on Data Engineering (ICDE 2008), pages 1406-1408, Cancun, Mexico, April 2008.
• Randomized Synopses for Query Assurance on Data Streams (Project Website), Talk
  by K. Yi, F. Li,  M. Hadjieleftheriou, G. Kollios, D. Srivastava
  In Proceedings of 24th IEEE International Conference on Data Engineering (ICDE 2008), pages 416-425, Cancun, Mexico, April 2008.

Year 2007
• Time Series Compressibility and Privacy, Talk
  by S. Papadimitriou, F. Li, G. Kollios, P. S. Yu
  In Proceedings of the 33rd International Conference on Very Large Databases (VLDB 2007), pages 459-470, Vienna, Austria, September 2007
• Proof-Infused Streams: Enabling Authentication of Sliding Window Queries On Streams, Talk
  by F. Li, K. Yi, M. Hadjieleftheriou, G. Kollios
  In Proceedings of the 33rd International Conference on Very Large Databases (VLDB 2007), pages 147-158, Vienna, Austria, September 2007.
• Hiding in the Crowd: Privacy Preservation on Evolving Streams through Correlation Tracking,  Talk
  by F. Li, J. Sun, S. Papadimitriou, G. Mihaila, I. Stanoi
  In Proceedings of 23rd IEEE International Conference on Data Engineering (ICDE 2007), pages 686-695, Istanbul, Turkey, April 2007.

Year 2006
• Dynamic Authenticated Index Structures for Outsourced Databases (Project Website), Talk
  by F. Li,  M. Hadjieleftheriou, G. Kollios, L. Reyzin
  In Proceedings of 25th ACM SIGMOD International Conference on Management of Data (SIGMOD 2006), pages 121-132, Chicago, USA, June 2006.
• Characterizing and Exploiting Reference Locality in Data Stream Applications (Project Website), Talk
  by F. Li, C. Chang, G. Kollios, A. Bestavros
  In Proceedings of 22nd IEEE International Conference on Data Engineering (ICDE 2006), pages 81-92, Atlanta, Georgia, USA, April 2006.
  
  Year 2005
• On Trip Planning Queries in Spatial Databases (Project Website), Talk
  by F. Li, D. Cheng, M. Hadjieleftheriou, G. Kollios, S.-H. Teng
  In Proceedings of 9th International Symposium on Spatial and Temporal Databases (SSTD 2005), pages 273-290, Angra dos Reis, Brazil, August, 2005. 
  
  Year 2004
• Approximate Aggregation Techniques for Sensor Databases  (Project Website), Best Paper Award, Talk
  by J. Considine, F. Li, G. Kollios, J. Byers
  In Proceedings of 20th IEEE International Conference on Data Engineering (ICDE 2004) , pages 449-460, Boston, MA, March 30 - April 2, 2004. 
• Spatio-Temporal Aggregation Using Sketches (Project Website), Talk
  by Y. Tao, G. Kollios, J. Considine, F. Li, D. Papadias
  In Proceedings of 20th IEEE International Conference on Data Engineering (ICDE 2004), pages 214-226, Boston, MA, March 30 - April 2, 2004. 
  
  Year 2003 and Before
• WICCAP Data Model: Mapping Physical Websites to Logical Views
  by Z. Liu, F. Li, W. Ng
  In Proceedings of the 21st International Conference on Conceptual Modeling (ER 2002), pages 120-134, Tampere, Finland, October 8-10, 2002. Springer.
• Web Information Collection, Collaging and Programming
  by F. Li, Z. Liu, Y. Huang, W. Ng
  In Proceedings of the 3rd IEEE International Conference on Information, Communications & Signal Processing (ICICS'2001), Singapore, October 15-18, 2001.

Workshop

• A Visual Tool for Building Logical Data Models of Websites
  by Z. Liu, W. Ng, F. Li, E. Lim
  In Proceedings of the Fourth International Workshop on Web Information and Data Management (WIDM'02), in conjunction with the Eleventh International Conference on Information and Knowledge Management (CIKM 2002), , pages 92-95, McLean, Virginia, USA, November 4-9, 2002. ACM Press.
• An Information Concierge for the Web
  by F. Li, Z. Liu, Y. Huang, W. Ng
  In Proceedings of the First International Workshop on Internet Bots: Systems and Applications (INBOSA2001), in conjunction with the 12th International Conference on Database and Expert System Applications (DEXA'2001), pages 672--676, Munich, Germany, September 3-8, 2001. IEEE Computer Society.