Guoliang Li ()

Guoliang Li   Guoliang Li ()

Associate Professor
Database Research Group
Department of Computer Science and Technology
Tsinghua University
Li Guoliang's EMail

Room 10-204, East Main Building,
Department of Computer Science and Technology,
Tsinghua University ,
Beijing 100084, China

TEL:  86-10-62789150
FAX: 86-10-62771138

Tsinghua Univ.

 


Chinese Version      Research      Education      Source Codes      Publications      Professional Services      Awards      Systems      Useful Links      CV      Conferences     

I am looking for master/PhD students and Postdocs to work with me on data cleaning, crowdsourcing, and spatial databases. If you are a highly motivated and creative student and interested in doing database research, please email me your resume and tell me about your research interests. I will contact you to discuss research topics and funding.

Research
Education
Source Codes
Selected Publications     (Google Scholar Citations,     DBLP)

     Journal Papers
  1. Guoliang Li, Jiannan Wang, Yudian Zheng, Michael Franklin. Crowdsourced Data Management: A Survey. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016 [PDF] [Dataset]
  2. Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng. A unified framework for string similarity search with edit-distance constraint. The VLDB Journal, 2016 [PDF]
  3. Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng. K-Join: Knowledge-Aware Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016 [PDF]
  4. Shuang Hao, Nan Tang, Guoliang Li, Na Ta, Jianhua Feng. A Novel Cost-Based Model for Data Repairing. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017 [PDF]
  5. Na Ta, Guoliang Li, Jianhua Feng. Signature-Based Trajectory Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017 [PDF]
  6. Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Zhiguo Gong. Topk Spatio-Textual Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015 [PDF]
  7. Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong. A Unified Framework for Approximate Dictionary-based Entity Extraction. The VLDB Journal, 2015 [PDF]
  8. Ruicheng Zhong, Guoliang Li, Kian-lee Tan, Lizhu Zhou, Zhiguo Gong. G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015 [PDF]
  9. Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, Zhiguo Gong. Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015 [PDF]
  10. Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng String Similarity Search and Join: A Survey. FCS, 2015 [PDF]
  11. Dongzhe Ma, Jianhua Feng, Guoliang Li. A Survey of Address Translation Technologies for Flash Memories. ACM Computing Surveys, 46(3):36, 2014 [PDF]
  12. Jiannan Wang, Guoliang Li, Jianhua Feng. Extending String Similarity Join to Tolerant Fuzzy Token Matching. ACM Transactions on Database Systems (TODS), 39(1):7, 2014 [PDF]
  13. Weiwei Hu, Guoliang Li, Jiacai Ni, Dalie Sun, Kian-lee Tan. Bp-tree: A Predictive B+-tree for Reducing Writes on Phase Change Memory. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2014 [PDF]
  14. Sitong Liu, Guoliang Li, Jianhua Feng. A Prefix-Filter based Method for Spatio-Textual Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013 [PDF]
  15. Jiacai Ni, Guoliang Li, Lijun Wang, Jianhua Feng. Adaptive Database Schema Design for Multi-Tenant Data Management. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013 [PDF]
  16. Guoliang Li, Dong Deng, Jianhua Feng. Pass-Join+: A Partition-based Method for String Similarity Joins with Edit-Distance Constraints. ACM Transactions on Database Systems (TODS), 38(2) 9:1-40, 2013. [PDF]
  17. Guoliang Li, Jianhua Feng, Chen Li. Supporting Search-As-You-Type Using SQL in Databases. IEEE Transactions on Knowledge and Data Engineering (TKDE), 25(2): 461-475 (2013). [PDF]
  18. Yang Cao, Ju Fan, Guoliang Li. A User-Friendly Patent Search Paradigm. IEEE Transactions on Knowledge and Data Engineering (TKDE) 25(6): 1439-1443 (2013)
  19. Jianhua Feng, Jiannan Wang, Guoliang Li. Trie-join: a trie-based method for efficient string similarity joins. The VLDB Journal, 21(4):437-461 (2012). [PDF]
  20. Jianhua Feng, Guoliang Li. Efficient Fuzzy Type-Ahead Search in XML Data. IEEE Transactions on Knowledge and Data Engineering (TKDE), 24(5):882-895 (2012). [PDF]
  21. Jianhua Feng, Guoliang Li, Jianyong Wang. Finding Top-k Answers in Keyword Search over Relational Databases Using Tuple Units. IEEE Transactions on Knowledge and Data Engineering (TKDE), 23(12):1781-1794 (2011). [PDF]
  22. Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng. Efficient Fuzzy Full-Text Type-Ahead Search. The VLDB Journal, 20(4):617-640 (2011). [PDF]
  23. Guoliang Li, Jianhua Feng, Xiaofang Zhou, Jianyong Wang. Providing Built-in Keyword Search Capabilities in RDBMS. The VLDB Journal, 20(1):1-19 (2011). [PDF]
  24. Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. KEMB: A Keyword-Based XML Message Broker. IEEE Transactions on Knowledge and Data Engineering (TKDE), 23(7):1035-1049 (2011). [PDF]
  25. Jiannan Wang, Inci Cetindil, Shengyue Ji, Chen Li, Xiaohui Xie, Guoliang Li, and Jianhua Feng. Interactive and fuzzy search: a dynamic way to explore MEDLINE. Bioinformatics 26(18): 2313-2320 (2010). [PDF]
  26. Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Incremental Sequence-Based Frequent Query Pattern Mining from XML Queries. Int. J. Data Mining and Knowledge Discovery, 18(3):472-516 (2009). (DMKD, Springer Science). [PDF]
  27. Guoliang Li, Jianhua Feng, Beng Chin Ooi, Jianyong Wang, and Lizhu Zhou. An effective 3-in-1 keyword search method over heterogenous data sources. Information Systems, 36(2):248-266 (2011). [PDF]
  28. Guoliang Li, Chen Li, Jianhua Feng, and Lizhu Zhou. SAIL: Structure-Aware Indexing for Effective and Progressive Top-k Keyword Search over XML Documents. Information Sciences, 179(21):3745-3762 (2009). [PDF]
  29. Jianhua Feng, Guoliang Li, Jianyong Wang, and Lizhu Zhou. Finding and ranking compact connected trees for effective keyword proximity search in XML documents. Information Systems, 35(2):186-203 (2010). [PDF]

     Conference Papers

    2017

  1. Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng: Crowdsourced Data Management: Overview and Challenges SIGMOD 2017
  2. Yudian Zheng, Guoliang Li, Reynold Cheng: DOCS: A Domain-Aware Crowdsourcing System Using Knowledge Bases. VLDB 2017
  3. Yudian Zheng, Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng: Truth Inference in Crowdsourcing: Is the Problem Solved? VLDB 2017
  4. Shuang Hao, Nan Tang, Guoliang Li and Jian Li: Cleaning Relations using Knowledge Bases. ICDE 2017
  5. Bilong Shen, Ying Zhao, Guoliang Li, Weimin Zheng, Yue Qin, Bo Yuan and Yongming Rao: V-Tree: Efficient kNN Search on Moving Objects with Road-Network Constraints. ICDE 2017
  6. Guoliang Li, Jiannan Wang, Yudian Zheng and Michael Franklin: Crowdsourced Data Management: A Survey (Extended Abstract). ICDE 2017
  7. Zeyuan Shang, Yaxiao Liu, Guoliang Li and Jianhua Feng: K-Join: Knowledge-Aware Similarity Join (Extended Abstract). ICDE 2017
  8. Shuang Hao, Nan Tang, Guoliang Li, Jian He, Na Ta and Jianhua Feng: A Novel Cost-Based Model for Data Repairing (Extended Abstract). ICDE 2017
  9. 2016

  10. Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng. Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach . SIGMOD 2016.
  11. Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Gianni Mecca, Paolo Papotti, Nan Tang . Interactive and Deterministic Data Cleaning . SIGMOD 2016.
  12. Dong Deng, Guoliang Li, He Wen, H.V. Jagadish, Jianhua Feng. META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion. VLDB, 2016
  13. Xiaohang Zhang, Guoliang Li, Jianhua Feng. Crowdsourced Topk Algorithms: An Exprimental Evaluation. VLDB, 2016. [code+data]
  14. Dong Deng, Guoliang Li, He Wen, Jianhua Feng. An Efficient Partition Based Method for Exact Set Similarity Joins. VLDB, 2016
  15. Huiqi Hu, Guoliang Li*, Zhifeng Bao and Jianhua Feng. Crowdsourcing-Based Real-Time Urban Traffic Speed Estimation: From Speed to Trend. ICDE, 2016
  16. Huiqi Hu, Yudian Zheng, Zhifeng Bao, Guoliang Li*, Jianhua Feng, and Reynold Chen. Crowdsourced POI Labelling: Location-Aware Result Inference and Task Assignment. ICDE, 2016
  17. Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li* and Huazhong Yang. NXgraph: An Efficient Graph Processing System on a Single Machine. ICDE, 2016
  18. Huiqi Hu, Guoliang Li*, Zhifeng Bao and Jianhua Feng. Top-k Spatio-Textual Similarity Join. ICDE, 2016
  19. 2015

  20. Guoliang Li, Jian He, Deng Dong, Jian Li, Jianhua Feng. Efficient Similarity Search and Join on Multi-Attribute Data. SIGMOD 2015.
  21. Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng, Jianhua Feng. QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. SIGMOD 2015.
  22. Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-lee Tan, Jianhua Feng. iCrowd: An Adaptive Crowdsourcing Framework. SIGMOD 2015.
  23. Long Guo, Dongxiang Zhang , Guoliang Li, Kian-lee Tan, Zhifeng Bao. Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams. SIGMOD 2015.
  24. Shuo Chen, Ju Fan, Guoliang Li, Kian-lee Tan. Online Topic-Aware Influence Maximization. VLDB 2015.
  25. Wenbo Tao, Minghe Yu, Guoliang Li. Efficient Top-K SimRank-based Similarity Join. VLDB 2015.
  26. Jin Wang, Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng. Two Birds With One Stone: An Efficient Hierarchical Framework for Top-k and Threshold-based String Similarity Search. ICDE 2015.
  27. Huiqi Hu, Guoliang Li, Yiqun Liu, Jianhua Feng, Kian-Lee Tan. A Location-Aware Publish/Subscribe Framework for Parameterized Spatio-Textual Subscriptions. ICDE 2015.
  28. Yuchen Li, Zhifeng Bao, Guoliang Li, Kian-Lee Tan. Real Time Personalized Search on Social Networks. ICDE 2015.
  29. 2014

  30. Guoliang Li, Shuo Chen, Jianhua Feng, Kian-lee Tan, Wen-Syan Li. Location-aware Influence Maximization. SIGMOD 2014: 87-98. [code+data]
  31. Dong Deng, Guoliang Li, Jianhua Feng. A Pivotal Prefix Based Filtering Algorithm for String Similarity Search. SIGMOD 2014:673-684.
  32. Yu Jiang, Guoliang Li, Jianhua Feng. String Similarity Joins: An Experimental Evaluation. VLDB 2014:625-636.[code+data]
  33. Henan Wang, Guoliang Li, Jianhua Feng. R3: A Real-Time Route Recommendation System. VLDB 2014:1549-1552 (Demo)
  34. Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng. MassJoin: A MapReduce-based Algorithm for String Similarity Joins. ICDE 2014:340-351.
  35. Guoliang Li, Jun Hu, Kian-lee Tan, Jianhua Feng. Effective Location Identification from Microblogs. ICDE 2014:880-891.
  36. Yong Zeng, Zhifeng Bao, H V Jagadish, Tok Wang Ling, Guoliang Li. Breaking out of the MisMatch Trap. ICDE 2014:940-951.
  37. Henan Wang, Guoliang Li, Jianhua Feng. Group-Based Personalized Location Recommendation on Social Networks. APWeb 2014:68-80(Best Paper Award)
  38. Henan Wang, Guoliang Li, Jianhua Feng. Incremental Quality Inference in Crowdsourcing. DASFAA 2014:453-467 (Best Paper Runnerup)
  39. 2013

  40. Dong Deng, Yu Jiang, Guoliang Li, Jian Li, Cong Yu. Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases. VLDB 2013:1606-1617.
  41. Guoliang Li, Ting Wang, Jianhua Feng. Location-Aware Publish/Subscribe. SIGKDD 2013:802-810.
  42. Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng. Leveraging Transitive Relations for Crowdsourced Joins. SIGMOD 2013:229-240.
  43. Guoliang Li, Nan Zhang, Ruicheng Zhong, Kian-lee Tan, Lizhu Zhou, Jianhua Feng. TsingNUS: A Location-Based Service System Towards Live City. SIGMOD 2013:957-960 (Demo Paper).
  44. Dong Deng, Guoliang Li, Jianhua Feng: Top-k String Similarity Search with Edit-Distance Constraints. ICDE 2013:925-936.

    2012

  45. Ruicheng Zhong, Guoliang Li, Kian-lee Tan, Lizhu Zhou: G-tree: an efficient index for KNN search on road networks. CIKM, 2012:385-394.
  46. Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng: Supporting Efficient Top-k Queries in Fuzzy Type-Ahead Search. SIGIR, 2012: 355-364.
  47. Jiannan Wang, Guoliang Li, Jianhua Feng. Can we Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search. SIGMOD 2012:85-96.
  48. Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng: Pass-Join: A Partition-based Method for Similarity Joins. VLDB, 2012:253-264.
  49. Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu: SEAL Spatio-textual Similarity Search. VLDB 2012:824-835.
  50. Guoliang Li, Jing Xu, Jianhua Feng: Desks: Direction-Aware Spatial Keyword Search. ICDE, 2012:474-485.
  51. Dong Deng, Guoliang Li, Jianhua Feng: An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. ICDE, 2012:762-773.
  52. Weihuang Huang, Guoliang Li, Kian-lee Tan, Jianhua Feng: Efficient Safe-Region Construction for Moving Top-K Spatial Keyword Queries. CIKM 2012:932-941.
  53. Ruicheng Zhong, Ju Fan, Guoliang Li, Kian-lee Tan, Lizhu Zhou: Location-Aware Instant Search. CIKM, 2012:385-394.

    2011

  54. Jiannan Wang, Guoliang Li, Jeffrey Xu Yu, Jianhua Feng: Entity Matching: How Similar Is Similar. VLDB, 2011:622-633.
  55. Guoliang Li, Dong Deng, Jianhua Feng: Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction. SIGMOD, 2011:529-540.
  56. Dongzhe Ma, Jianhua Feng, Guoliang Li: LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory. SIGMOD, 2011:1-12.
  57. Ju Fan, Guoliang Li, Lizhu Zhou: Interactive SQL Query Suggestion: Making Databases User-Friendly. ICDE 2011:351-362.
  58. Jiannan Wang, Guoliang Li, Jianhua Feng: Fast-Join: An Efficient Method for Fuzzy Token Matching based String Similarity Join. ICDE 2011:458-469
  59. Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng. DBease: Making Databases User-Friendly and Easily Accessible. CIDR 2011, pp:45-56.

    2010

  60. Jiannan Wang, Guoliang Li, Jianhua Feng: Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints. VLDB 2010, pp:1219-1230.
  61. Hao Wu, Guoliang Li, Chen Li, Lizhu Zhou: Seaform: Search-As-You-Type in Forms. VLDB, 2010, pp:1565-1568. (Demo Paper)
  62. Guoliang Li, Shengyue Ji, Jiannan Wang, Chen Li, Jianhua Feng. Efficient Fuzzy Type-Ahead Search in TASTIER. ICDE 2010, pp:1105-1108. (Demo Paper)

    2009

  63. Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng. Efficient Type-Ahead Search on Relational Data: a TASTIER Approach. SIGMOD 2009, pp:695-706.
  64. Shengyue Ji, Guoliang Li, Chen Li, Jianhua Feng. Effecive Fuzzy Interactive Search. WWW 2009, pp:371-380.
  65. Guoliang Li, Xiaofang Zhou, Jianhua Feng, Jianyong Wang. Progressive Top-k Keyword Search in Relational Database. ICDE, 2009, pp:1183-1186. (Short)
  66. Mei Hui, Guoliang Li, Yuan Zhou, Dawei Jiang. Supporting Database Applications as a Service. ICDE 2009, pp:832-843.

    2008

  67. Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. An Effective and Versatile Keyword Search Engine on Heterogenous Data Sources. VLDB 2008, pp:1452-1455 (Demo Paper)
  68. Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou. EASE: Efficient and Adaptive Keyword Search on Unstructured, Semi-structured and Structured Data . ACM SIGMOD 2008, pp:903-914.
  69. Bei Yu, Guoliang Li, Karen Sollins, Anthony K. H. Tung. Effective Keyword-based Selection of Relational Databases . ACM SIGMOD 2007, pp:139-150.
  70. Bei Yu, Guoliang Li, Beng Chin Ooi, LizhuZhou. One table stores all: Enabling painless free-and-easy data publishing and sharing . CIDR 2007, pp:142-153.
  71. Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Efficient Keyword Search for Valuable LCAs over XML Documents. ACM CIKM 2007, pp:31-40.
  72. Guoliang Li, Jianhua Feng, Jianyong Wang, Yong Zhang, Lizhu Zhou. Incremental Mining of Frequent Query Patterns from XML Queries for Caching . IEEE ICDM 2006, pp:350-361.
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Last modified April 2, 2015