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师资队伍
陈雪峰
时间:2021-03-11    浏览量:次

1基本信息

姓 名: 陈雪峰

性 别:

职 称: 助理研究员

办公地点: 主教1830

E-mail: xfchen@cqu.edu.cn

研究方向: 数据挖掘,大数据分析与优化,人工智能等

2个人简介:

陈雪峰,og游戏官网弘深青年教师。本科和硕士都毕业于电子科技大学,博士毕业于澳大利亚新南威尔士大学(UNSW)。主要研究方向为数据挖掘,大数据分析与优化,人工智能等,相关研究成果已发表在AAAI, IJCAI等国际顶会(CCF A类)与IEEE Transactions on Evolutionary Computation等国际顶刊(SCI一区)上。目前的主要研究兴趣是时空数据中子模优化问题,和子模优化问题在智慧城市中的应用研究。应用实例有:在城市中寻找一条能方便尽量多人的路线规划新的地铁或者公交线路,或者为无人设备搜索一条能收集尽可能多信息的侦查路径等。

对我研究感兴趣的本科、保研和考研的同学欢迎(邮件)联系和交流,并加入冯亮老师研究团队一起enjoy research。研究团队经费充足,拥有大量国内外合作资源。在此基础上,我们会尽力为团队学生提供愉快和自由的研究氛围,搭建高水平的研究平台。海阔凭鱼跃,天高任鸟飞。

3学术成果

论文

会议论文

1. Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Bin Yao. “Optimal Region Search with Submodular Maximization.” International Joint Conference on Artificial Intelligence (IJCAI), 2020. CCF A.

2. Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang. “Accelerate MaxBRkNN Search by kNN Estimation.” IEEE International Conference on Data Engineering (ICDE), 2019, (poster paper). CCF A.

3. Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang and Yuanshun Dai. “On Information Coverage for Location Category Based Point-of-Interest Recommendation.” AAAI Conference on Artificial Intelligence (AAAI), 2015. CCF A.

4. Yifeng Zeng, Xuefeng Chen, Xin Cao, Shengchao Qin, Marc Cavazza and Yanping Xiang. “Optimal Route Search with the Coverage of Users' Preferences.” International Joint Conference on Artificial Intelligence (IJCAI), 2015. CCF A.

5. Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee and Yanping Xiang. “Influence Maximization with Novelty Decay in Social Networks.” AAAI Conference on Artificial Intelligence (AAAI), 2014. CCF A.

6. Xuefeng Chen, Yifeng Zeng, Yew-Soon Ong, Choon Sing Ho and Yanping Xiang. “A Study on Like-attracts-Like versus Elitist Selection Criterion for Human-like Social behavior of Memetic Multiagent System.” IEEE Congress on Evolutionary Computation (CEC), 2013.

期刊论文

1. Yifeng Zeng, Xuefeng Chen, Yew-Soon Ong, Jin Tang and Yanping Xiang. “Structured Memetic Automation for Online Human-like Social Behavior Learning.” IEEE Transactions on Evolutionary Computation (TEC), 2016. 中科院一区.

2. Yifeng Zeng, Xuefeng Chen, Gao Cong, Shengchao Qin, Jing Tang and Yanping Xiang. “Maximizing Influence under Influence Loss Constraint in Social Networks.” Expert Systems With Applications (ESWA), 2016. 中科院一区.


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