个人概况

姓    名:高军

职    称:教授

职    务:北京大学信息学院教授,博士生导师

研究方向:分布式数据管理、图数据分析和深度学习

通信地址:北京大学 理科一号楼 1628

电    话:(010)62765825

电子邮件:gaojun@pku.edu.cn

教育情况

2000.9-2003.7 北京大学博士研究生,计算机软件与理论,导师,唐世渭教授,杨冬青教授

1997.9-2000.7 山东大学硕士研究生,计算机软件与理论,导师,王海洋教授

1993.9-1997.7 山东大学本科,计算机软件与理论

工作经历

2012.9-今  北京大学信息学院教授,博士生导师。

2005.9-2012.9 北京大学信息学院副教授,硕士生导师。

2003.9-2005.9 北京大学信息学院讲师

科研项目(973、科技部重点研发计划等)

作为课题负责人主持多项国家自然科学基金、863课题,省部产学研项目、企业横向课题,申请专利20余项

著作文集(期刊专著等)

【1】Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao: ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation. AAAI 2018

【2】Junshai Song, Xiongcai Luo, Jun Gao, Chao Zhou, Hu Wei, Jeffery Xu Yu. UniWalk: Unidirectional Random Walk Based Scalable SimRank Computation over Large Graph.  To Appear in TKDE

【3】Jun Gao, Yuqiong Liu, Chang Zhou, Jeffrey Xu Yu: Path-based holistic detection plan for multiple patterns in distributed graph frameworks. VLDB J. 26(3): 327-345 (2017)

【4】Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao: Scalable Graph Embedding for Asymmetric Proximity. AAAI 2017: 2942-2948

【5】Xiongcai Luo, Jun Gao, Chao Zhou, Jeffery Xu Yu. UniWalk: Unidirectional Random Walk Based Scalable SimRank Computation over Large Graph. ICDE 2017: 325-336

【6】Jun Gao, Chang Zhou, Jeffrey Xu Yu: Toward continuous pattern detection over evolving large graph with snapshot isolation. VLDB J. 25(2): 269-290 (2016)

【7】Yuqiong Liu, Chang Zhou, Jun Gao, Zhiguo Fan: GiraphAsync: Supporting Online and Offline Graph Processing via Adaptive Asynchronous Message Processing. CIKM 2016: 479-488

【8】Chang Zhou, Jun Gao, Binbin Sun, Jeffrey Xu Yu: MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing. PVLDB 8(4): 377-388 (2014)

【9】Jun Gao, Jiashuai Zhou, Jeffrey Xu Yu, Tengjiao Wang: Shortest Path Computing in Relational DBMSs. IEEE Trans. Knowl. Data Eng. 26(4): 997-1011 (2014)

【10】Jun Gao, Jiashuai Zhou, Chang Zhou, Jeffrey Xu Yu: GLog: A high level graph analysis system using MapReduce. ICDE 2014: 544-555

【11】Jun Gao, Chang Zhou, Jiashuai Zhou, Jeffrey Xu Yu: Continuous pattern detection over billion-edge graph using distributed framework. ICDE 2014: 556-567

【12】Jun Gao, Jeffrey Xu Yu, Ruoming Jin, Jiashuai Zhou, Tengjiao Wang, Dongqing Yang: Outsourcing shortest distance computing with privacy protection. VLDB J. 22(4): 543-559 (2013)

【13】Jun Gao, Jeffrey Xu Yu, Huida Qiu, Xiao Jiang, Tengjiao Wang, Dongqing Yang: Holistic Top-k Simple Shortest Path Join in Graphs. IEEE Trans. Knowl. Data Eng. 24(4): 665-677 (2012)

【14】Jun Gao, Ruoming Jin, Jiashuai Zhou, Jeffrey Xu Yu, Xiao Jiang, Tengjiao Wang: Relational Approach for Shortest Path Discovery over Large Graphs. PVLDB 5(4): 358-369 (2011)

【15】Jun Gao, Jeffrey Xu Yu, Ruoming Jin, Jiashuai Zhou, Tengjiao Wang, Dongqing Yang: Neighborhood-privacy protected shortest distance computing in cloud. SIGMOD Conference 2011: 409-420

【16】Jun Gao, Huida Qiu, Xiao Jiang, Tengjiao Wang, Dongqing Yang: Fast top-k simple shortest paths discovery in graphs. CIKM 2010: 509-518

学术荣誉(获奖情况)

面向购物网络、社交网络等大图数据,针对其模式灵活、结构复杂、海量分布和隐私敏感等挑战,展开了相关研究工作,在基于分布式计算环境的大图数据计算框架、查询优化、深度学习挖掘和隐私保护方法等方面取得进展,研究成果多次发表在数据管理领域顶级会议和期刊上(SIGMOD、VLDB、ICDE、AAAI、TKDE、VLDBJ),相关研究成果在互联网企业实际应用

社会服务(社会兼职、杂志编委等)

中国计算机学会数据库专业委员会常务委员