World's Best Scientists 2026 revealed!
Jianhua Feng

Jianhua Feng

D-Index & Metrics

Computer Science

D-Index
46
Citations
9354
World Ranking
6812
National Ranking
915

Overview

Jianhua Feng is affiliated with Tsinghua University in China and specializes primarily in the field of Computer Science. Their research focuses notably on subfields such as Artificial Intelligence, Information Systems, Computer Networks and Communications, Signal Processing, and Management Science and Operations Research.

Their work covers a range of topics including Data Management and Algorithms, Machine Learning and Algorithms, Topic Modeling, Data Mining Algorithms and Applications, Advanced Database Systems and Queries, Machine Learning and Data Classification, and Data Stream Mining Techniques.

Jianhua Feng has contributed to several frequent publication venues, including:

  • Proceedings of the VLDB Endowment
  • 2022 IEEE 38th International Conference on Data Engineering (ICDE)
  • The VLDB Journal
  • ISPRS International Journal of Geo-Information
  • Journal of Advanced Transportation

Their recent papers demonstrate contributions to query performance, indexing, feature augmentation, and database minding. Selected publications include:

  • "Query performance prediction for concurrent queries using graph embedding" (2020, Proceedings of the VLDB Endowment)
  • "A learned query rewrite system using Monte Carlo tree search" (2021, Proceedings of the VLDB Endowment)
  • "AutoIndex: An Incremental Index Management System for Dynamic Workloads" (2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE))
  • "Feature Augmentation with Reinforcement Learning" (2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE))
  • "DBMind" (2021, Proceedings of the VLDB Endowment)

The scientist frequently collaborates with several coauthors, including Guoliang Li, Xuanhe Zhou, Chengliang Chai, Yuyu Luo, and Nan Tang. Collaborations with these individuals have resulted in multiple publications across key venues.

Best Publications

  • CrowdER: crowdsourcing entity resolution

    Jiannan Wang;Tim Kraska;Michael J. Franklin;Jianhua Feng

  • EASE: an effective 3-in-1 keyword search method for unstructured, semi-structured and structured data

    Guoliang Li;Beng Chin Ooi;Jianhua Feng;Jianyong Wang

  • Comparing stars: on approximating graph edit distance

    Zhiping Zeng;Anthony K. H. Tung;Jianyong Wang;Jianhua Feng

  • Mining Individual Life Pattern Based on Location History

    Yang Ye;Yu Zheng;Yukun Chen;Jianhua Feng

  • Effective keyword search for valuable lcas over xml documents

    Guoliang Li;Jianhua Feng;Jianyong Wang;Lizhu Zhou

  • Efficient interactive fuzzy keyword search

    Shengyue Ji;Guoliang Li;Chen Li;Jianhua Feng

  • Can we beat the prefix filtering?: an adaptive framework for similarity join and search

    Jiannan Wang;Guoliang Li;Jianhua Feng

  • Online topic-aware influence maximization

    Shuo Chen;Ju Fan;Guoliang Li;Jianhua Feng

  • Leveraging transitive relations for crowdsourced joins

    Jiannan Wang;Guoliang Li;Tim Kraska;Michael J. Franklin

  • Pass-join: a partition-based method for similarity joins

    Guoliang Li;Dong Deng;Jiannan Wang;Jianhua Feng

  • iCrowd: An Adaptive Crowdsourcing Framework

    Ju Fan;Guoliang Li;Beng Chin Ooi;Kian-lee Tan

  • QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications

    Yudian Zheng;Jiannan Wang;Guoliang Li;Reynold Cheng

  • Efficient location-aware influence maximization

    Guoliang Li;Shuo Chen;Jianhua Feng;Kian-lee Tan

  • Trie-join: efficient trie-based string similarity joins with edit-distance constraints

    Jiannan Wang;Jianhua Feng;Guoliang Li

  • String similarity joins: an experimental evaluation

    Yu Jiang;Guoliang Li;Jianhua Feng;Wen-Syan Li

  • Efficient type-ahead search on relational data: a TASTIER approach

    Guoliang Li;Shengyue Ji;Chen Li;Jianhua Feng

  • String similarity search and join: a survey

    Minghe Yu;Guoliang Li;Dong Deng;Jianhua Feng

  • Entity matching: how similar is similar

    Jiannan Wang;Guoliang Li;Jeffrey Xu Yu;Jianhua Feng

  • Xproj: a framework for projected structural clustering of xml documents

    Charu C. Aggarwal;Na Ta;Jianyong Wang;Jianhua Feng

  • DESKS: Direction-Aware Spatial Keyword Search

    Guoliang Li;Jianhua Feng;Jing Xu

Frequent Co-Authors

Jianyong Wang
Jianyong Wang Tsinghua University
Chen Li
Chen Li University of California, Irvine
Kian-Lee Tan
Kian-Lee Tan National University of Singapore
Nan Tang
Nan Tang Hong Kong University of Science and Technology (Guangzhou)
Michael J. Franklin
Michael J. Franklin University of Chicago
Ting Wang
Ting Wang Washington University in St. Louis
Beng Chin Ooi
Beng Chin Ooi National University of Singapore
Shixia Liu
Shixia Liu Tsinghua University
Xiaofang Zhou
Xiaofang Zhou Hong Kong University of Science and Technology

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