主持承担国家自然科学基金重点项目“面向领域大数据的知识图谱构建”、国家重点研发计划课题、行业专项、中科院“十三五”信息化“科学大数据工程”等10多项项目。申请专利38项，已授权12项；获国标标准2项；出版专著1本；在ACM TIST、IEEE IS、ICDM、SDM等国际著名期刊和会议发表论文100多篇，担任IEEE、ACM等多种学术期刊的评审和KDD、ICDM、SDM等著名会议的程序委员会委员。获2016年北京市科学技术二等奖。

1、Pengfei Wang, Guannan Liu, Yanjie Fu, Haoyi Xiong, Yuanchun Zhou, Jianhui Li. Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. ACM Transactions on Intelligent Systems and Technology,2018, 9(3): 29:1-29:26.

2、Wenjuan Cui,Pengfei Wang, Yi Du,Xin Chen,Danhuai Guo,Jianhui Li,Yuanchun Zhou*,An algorithm for event detection based on social media data. Neurocomputing, 2017, 254: 53-58

3、Yuanchun Zhou, Yang Zhang, Yong Ge, Zhenghua Xue, Yanjie Fu, Danhuai Guo, Jing Shao, Tiangang Zhu, Xuezhi Wang, Jianhui Li*. An Efficient Data Processing Framework for Mining the Massive Trajectory of Moving Objects. Computer, Environment and Urban Systems, 2017, 61:129-140

4、Yuanchun Zhou, Mingjie Tang, Weike Pan,Jinyan Li, Weihang Wang, Jing Shao, Liang Wu, Jianhui Li, Qiang Yang and Baoping Yan. Bird Flu Outbreak Predictionvia Satellite Tracking. IEEE Intelligent Systems, 2014,29(4):10-17(

5、赵江华,穆舒婷,王学志,林青慧,张兮,周园春*. 科学数据众包处理研究[J]. 计算机研究与发展, 2017, 54(2): 284-294.

6、Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou*.Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. PAKDD 2018: 525-537

7、Liang Wu, Liang Du, Bo Liu, Guandong Xu,Yong Ge,Yanjie Fu, Jianhui LI, Yuanchun ZHOU*, Hui Xiong. Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval. ICDM 2014: 610-619,