李荣华

所属研究所、院系: 
大数据与计算智能研究所
职称: 
副教授
E-mail: 
lironghuascut@gmail.com
教师简介: 

李荣华博士2013年毕业于香港中文大学系统工程与工程管理系。李博士的主要研究方向为图数据管理、图数据挖掘、图计算系统,以及其在社交网络分析与挖掘方面的应用。在上述相关领域,李博士发表学术论文30余篇,其中包括数据库、数据挖掘领域顶级会议SIGMOD、VLDB、KDD、ICDE,以及顶级期刊VLDB Journal、TKDE等14篇(一作10篇)。李博士担任了顶级会议WWW,以及著名会议SDM、CIKM等的程序委员会委员,长期担任ACM TODS、ACM TKDD、IEEE TKDE等顶级期刊的审稿人。目前李博士是中国计算机学会数据库专业委员会委员。

 

News: 长期招收博士、硕士研究生,以及特聘科研人员(副研究员、研究员)、博士后。欢迎优秀本科生加入实验室,表现优秀者可以推荐至香港、美国、澳洲各地继续深造 (注:有ACM程序设计竞赛背景者将优先考虑)。

研究领域: 

图数据库、图数据挖掘、图计算系统、大规模图论算法的设计与分析、社交网络分析与挖掘

教育背景: 

2010/09-2013/08:香港中文大学,系统工程与工程管理系,博士

2007/09-2010/07:华南理工大学,计算机科学与工程学院,硕士

2003/07-2007/07:江西师范大学,计算机信息工程学院,学士

获奖及荣誉: 

中山大学百人计划,2017

广东省计算机学会YOCSEF青年学者秀二等奖,2017

ICSC最佳学生论文奖,2016

广东省计算机学会优秀论文奖一等奖,2015

代表性论著: 
  1. 代表性期刊论文:
  1. Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Tan Jin, Recursive Stratified Sampling: A New Framework for Query Evaluation on Uncertain Graphs, IEEE Transactions on Knowledge and Data Engineering (CCF A), 2016, 28(2): 468-482
  2. Rong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao, Finding Influential Communities in Massive Networks, VLDB Journal, (CCF A), 已接收
  3. Rong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao, Optimal Multi-Meeting-Point Route Search, IEEE Transactions on Knowledge and Data Engineering (CCF A), 2016, 28(3): 770-784
  4. Can Lu, Jeffrey Xu Yu, Rong-Hua Li(通讯作者), Hao Wei, Exploring Hierarchies in Online Social Networks, IEEE Transactions on Knowledge and Data Engineering (CCF A), 2016, 28(8): 2086-2100
  5. Rong-Hua Li, Jeffrey Xu Yu, Triangle Minimization in Large Netowrks, Knowledge and Information Systems (CCF B), 2015, 45(3):617-643
  6. Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Efficient Core Maintenance in Large Dynamic Networks, IEEE Transactions on Knowledge and Data Engineering (CCF A), 2014, 26(10): 2453-2465
  7. Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng, Zechao Shang, Measuring the Impact of MVC Attack in Large Complex Networks, Information Sciences (CCF B), 2014, 278: 685-702 
  8. Rong-Hua Li, Jianquan Liu, Jeffrey Xu Yu, Hanxiong Chen, Hiroyuki Kitagawa, Co-occurrence Prediction in a Large Location-based Social Network (CCF C), Frontiers of Computer Science, 2013, 7(2): 185-194
  9. Rong-Hua Li, Jeffrey Xu Yu, Scalable Diversified Ranking on Large Graphs, IEEE Transactions on Knowledge and Data Engineering (CCF A), 2013, 25(9): 2133-2146
  10. Rong-Hua Li, Jeffrey Xu Yu, and Jiyuan Lin, Evolution of cooperation in spatial traveler's dilemma game, PLoS ONE, 8(3), e58597, pp 1-11, 2013.
  11. Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, and Hong Cheng, A Framework of Algorithms: Computing the Bias and Prestige of Nodes in Trust Networks, PLoS ONE, 7(12), e50843, pp 1-10, 2012.
  1. 代表性会议论文:
  1. Rong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao, Efficient and Progressive Group Steiner Tree Search, International Conference on Management of Data, SIGMOD 2016 (CCF A), San Francisco USA, 2016.06.26-07.01
  2. Rong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao, Influential Community Search in Large Networks, 41st International Conference on Very Large Data Bases, VLDB 2015 (CCF A), Hawaii USA, 2015.08.31-09.04
  3. Rong-Hua Li, Jeffrey Xu Yu, Lu Qin, Rui Mao, Tan Jin, On Random Walk Based Graph Sampling, 31st International Conference on Data Engineering, ICDE 2015 (CCF A), Seoul Korea, 2015.04.13-04.17
  4. Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng, Random-walk Domination in Large Graphs, 30st International Conference on Data Engineering, ICDE 2014 (CCF A), Chicago USA, 2014.03.31-04.04
  5. Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Tan Jin, Efficient and accurate query evaluation on uncertain graphs via recursive stratified sampling, 30st International Conference on Data Engineering, ICDE 2014 (CCF A), Chicago USA, 2014.03.31-04.04
  6. Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng, Zechao Shang, Measuring robustness of complex networks under MVC attack, 21st ACM International Conference on Information and Knowledge Management, CIKM 2012 (CCF B), Maui USA, 2012.10.29-11.02
  7. Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng, Robust Reputation-Based Ranking on Bipartite Rating Networks, 12th SIAM International Conference on Data Mining, SDM 2012 (CCF B), Anaheim California USA, 2012.04.26-04.28
  8. Rong-Hua Li, Jeffrey Xu Yu, Jianquan Liu, Link prediction: the power of maximal entropy random walk, 20th ACM International Conference on Information and Knowledge Management, CIKM 2011 (CCF B), Glasgow Scotland UK, 2011-10.24-10.28
  9. Rong-Hua Li, Jeffrey Xu Yu, Scalable Diversified Ranking on Large Graphs, 11th IEEE International Conference on Data Mining, ICDM 2011 (CCF B), Vancouver Canada, 2012.12.10-12.13