Selected Publications

Last update: May 2020.

Comprehensive list of publications: [DBLP Entry]

  1. A Survey on Automatic Parameter Tuning for Big Data Processing Systems.
    2. Herodotou, Herodotos, Yuxing Chen, and Jiaheng Lu
    In ACM Computing Surveys (CSUR) 53.2 (2020): 1-37.
  2. Holistic evaluation in multi-model databases benchmarking.
    3. Chao Zhang and Jiaheng Lu.
    In Distributed and Parallel Databases (2019): 1-33. [Download Codes]
  3. Towards a Unified Framework for String Similarity Joins.
    4. Pengfei Xu, Jiaheng Lu
    In PVLDB 2019 . [Download Codes]
  4. Multi-model Databases: A New Journey to Handle the Variety of Data.
    5. Jiaheng Lu, Irena Holubová
    In ACM Computing Surveys (CSUR) Volume 52 Issue 3, July 2019 .
  5. Multi-model Database Management Systems - A Look Forward.
    6. Zhen Hua Liu, Jiaheng Lu, Dieter Gawlick, Heli Helskyaho, Gregory Pogossiants, Zhe Wu
    In Poly/DMAH@VLDB 2018: 16-29 .
  6. Multi-model Databases and Tightly Integrated Polystores: Current Practices, Comparisons, and Open Challenges.
    7. Jiaheng Lu, Irena Holubová, Bogdan Cautis
    In CIKM 2018: 2301-2302 .
  7. Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-memory OLAP
    8. Yansong Zhang, Yu Zhang, Shan Wang, Jiaheng Lu
    In IEEE Transactions on Knowledge and Data Engineering 2018.
  8. Optimal algorithms for selecting top-k combinations of attributes: theory and applications
    9. Chunbin Lin, Jiaheng Lu, Zhewei Wei, Jianguo Wang, Xiaokui Xiao
    In VLDB Journal 2018.
  9. UniBench: A Benchmark for Multi-model Database Management Systems.
    10. Chao Zhang, Jiaheng Lu, Pengfei Xu, Yuxing Chen
    In TPCTC 2018: 7-23.
  10. Main-Memory Foreign Key Joins on Advanced Processors: Design and Re-evaluations for OLAP Workloads
    11. Yansong Zhang, Yu Zhang, Xuan Zhou, Jiaheng Lu
    In Distributed and Parallel Databases 2018.
  11. Hierarchical Clustering of Complex Symbolic Data and Application for Emitter Identification
    12. Xin Xu, Jiaheng Lu, Wei Wang
    In J. Comput. Sci. Technol. 33(4): 807-822 2018.
  12. ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs
    13. Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao , Kai Zheng, Jiaheng Lu
    In International Conference on Very Large Databases (VLDB2018) [Download Codes] .
  13. Towards Benchmarking Multi-Model Databases (Abstract).
    14. Jiaheng Lu
    In CIDR 2017.
  14. Multi-model Data Management: What’s New and What’s Next?
    15. Jiaheng Lu, Irena Holubova
    In EDBT 2017. [Slides]
  15. Top-k String Auto-Completion with Synonyms.
    16. Pengfei Xu, Jiaheng Lu
    In DASFAA 2017. [Slides][Source Codes]
  16. Distributed Algorithms on Exact Personalized PageRank.
    17. Tao Guo, Xin Cao, Gao Cong, Jiaheng Lu, Xuemin Lin
    In SIGMOD 2017.
  17. Using hybrid algorithmic-crowdsourcing methods for academic knowledge acquisition
    18. Zhaoan Dong, Jiaheng Lu, Tok Wang Ling, Ju Fan, Yueguo Chen
    In Cluster computing 2017.
  18. PANDA: A platform for academic knowledge discovery and acquisition.
    19. Zhaoan Dong, Jiaheng Lu, Tok Wang Ling
    In BigComp 2016.
  19. Towards Maximum Independent Sets on Massive Graphs.
    20. Yu Liu, Jiaheng Lu, Hua Yang, Xiaokui Xiao, Zhewei Wei
    In PVLDB 8(13): 2122-2133 (2015) .
  20. Best Keyword Cover Search.
    21. Ke Deng, Xin Li, Jiaheng Lu, Xiaofang Zhou
    In IEEE Trans. Knowl. Data Eng. 27(1): 61-73 (2015) .
  21. Boosting the Quality of Approximate String Matching by Synonyms.
    22. Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, Xiaokui Xiao
    In ACM Trans. Database Syst. 40(3): 15 (2015) .
  22. PandaSearch: A fine-grained academic search engine for research documents.
    23. Feiran Huang, Jia Li, Jiaheng Lu, Tok Wang Ling, Zhaoan Dong
    In ICDE 2015: 1408-141 .
  23. A Study of SQL-on-Hadoop Systems.
    24. Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du, Yanjie Gao, Dehai Liu, Jiaheng Lu, Huijie Zhang
    In BPOE@ASPLOS/VLDB 2014: 154-166 .
  24. Extended XML Tree Pattern Matching: Theories and Algorithms.
    25. Jiaheng Lu, Tok Wang Ling, Zhifeng Bao, Chen Wang
    In IEEE Trans. Knowl. Data Eng. 23(3): 402-416 (2011) .
  25. Reverse spatial and textual k nearest neighbor search.
    26. Jiaheng Lu, Ying Lu, Gao Cong
    In SIGMOD Conference 2011: 349-360(2010)
  26. Towards an Effective XML Keyword Search.
    27. Zhifeng Bao, Jiaheng Lu, Tok Wang Ling, Bo Chen
    In IEEE Trans. Knowl. Data Eng. 22(8): 1077-1092 (2010) .
  27. XReal: an interactive XML keyword searching.
    28. Zhifeng Bao, Jiaheng Lu, Tok Wang Ling
    In CIKM 2010: 1933-1934 .
  28. Effective XML Keyword Search with Relevance Oriented Ranking.
    29. Zhifeng Bao, Tok Wang Ling, Bo Chen, Jiaheng Lu
    In ICDE 2009: 517-528 .
  29. Efficient Merging and Filtering Algorithms for Approximate String Searches.
    30. Chen Li, Jiaheng Lu, Yiming Lu
    In ICDE 2008: 257-266 .
  30. From Region Encoding To Extended Dewey: On Efficient Processing of XML Twig Pattern Matching.
    31. Jiaheng Lu, Tok Wang Ling, Chee Yong Chan, Ting Chen
    In VLDB 2005: 193-204 (2005) .
  31. On Boosting Holism in XML Twig Pattern Matching using Structural Indexing Techniques.
    32. Ting Chen, Jiaheng Lu, Tok Wang Ling
    In SIGMOD Conference 2005: 455-466 .