Yueguo Chen

Education

• 2004-2009 Doctor of Philosophy, 
National University of Singapore, Singapore

• 2001-2004 Master of Engineering, Tsinghua University, Beijing, China
• 1997-2001 Bachelor of Engineering, Tsinghua University, Beijing, China

Research Interest

• Interactive analysis systems of big data
• Semantic search

Teaching

• Introduction to data science

Selected Publications

• Denghao Ma, Yueguo Chen, Kevin C.C. Chang, Xiaoyong Du: Leveraging Fine-Grained Wikipedia Categories for Entity Search. Accepted by WWW 2018.
• Haoqiong Bian, Youxian Tao, Guodong Jin, Yueguo Chen, Xiongpai Qin, Xiaoyong Du: Rainbow: Adaptive Layout Optimization for Wide Tables. Demo accepted by ICDE 2018.
• Zhaoan Dong, Jiaheng Lu, Tok Wang Ling, Ju Fan, Yueguo Chen: Using hybrid algorithmic-crowdsourcing methods for academic knowledge acquisition. Cluster Computing 20(4): 3629-3641 (2017)
• Xiongpai Qin, Yueguo Chen, Jun Chen, Shuai Li, Jiesi Liu, Huijie Zhang: The Performance of SQL-on-Hadoop Systems - An Experimental Study. BigData Congress 2017: 464-471
• Xiangling Zhang, Yueguo Chen, Jun Chen, Xiaoyong Du, Ke Wang, Ji-rong Wen: Entity Set Expansion via Knowledge Graphs. SIGIR 2017: 1101-1104
• Haoqiong Bian, Ying Yan, Wenbo Tao, Liang Jeff Chen, Yueguo Chen, Xiaoyong Du, Thomas Moscibroda:
Wide Table Layout Optimization based on Column Ordering and Duplication. SIGMOD Conference 2017: 299-314
• Denghao Ma, Yueguo Chen, Jun Chen, Xiaoyong Du, Xiangliang Zhang. ESearch: Incorporating Text Corpus and Structured Knowledge for Open Domain Entity Search. WWW (Companion Volume) 2017: 253-256
• Jun Chen, Giulio Jacucci, Yueguo Chen, Tuukka Ruotsalo: SEED: Entity Oriented Information Search and Exploration. IUI Companion 2017: 137-140
• Jun Chen, Yueguo Chen, Xiaoyong Du, Xiangling Zhang, Xuan Zhou:
SEED: A system for entity exploration and debugging in large-scale knowledge graphs. ICDE 2016: 1350-1353
• Yu Sun, Jianzhong Qi, Rui Zhang, Yueguo Chen, Xiaoyong Du:
MapReduce based location selection algorithm for utility maximization with capacity constraints. Computing 97(4): 403-423 (2015)
• Chen Liu, Dongxiang Zhang, Yueguo Chen*:
Personalized Knowledge Visualization in Twitter. ER 2015: 409-423
• Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen:
Improving Context and Category Matching for Entity Search. AAAI 2014: 16-22
• Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du, Yanjie Gao, Dehai Liu, Jiaheng Lu, Huijie Zhang:
A Study of SQL-on-Hadoop Systems. BPOE@ASPLOS/VLDB 2014: 154-166