申彦明 - 大连理工大学 - 计算机科学与技术学院

个人简介

大连理工大学计算机学院教授、博士生导师。本科毕业于清华大学自动化系，博士毕业于纽约理工大学（Polytechnic University）电子与计算机工程系。主要从事图机器学习、知识图谱、大数据等方向的研究。在包括ICML, NeurIPS, ACL等CCF A类会议、IEEE Trans等重要国际期刊发表论文100余篇。研究成果曾获得IEEE Communication Society的Multimedia Communications Best Paper Award、教育部自然科学奖二等奖、江苏省双创人才等。在国际著名的数据科学竞赛KDD Cup 2021超大规模图数据挖掘竞赛中，和微软亚洲研究院联合研发的模型战胜Google Deepmind、百度、蚂蚁金服等500多支队伍，获得冠军。

研究领域

图机器学习知识图谱 AI4Science 时空数据挖掘

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

[1] Qi, Heng,Shen, Yanming,Yin, Baocai.Intelligent Trajectory Inference Through Cellular Signaling Data[J],IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING,2020,6(2):586-596 [2] Zhao, Hongyu,Wang, Zhelong,Qiu, Sen,Wang, Jiaxin,Xu, Fang,Wang, Zhengyu,Shen, Yanming.Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion[J],INFORMATION FUSION,2019,52:157-166 [3] Zhao, Hongyu,Wang, Zhelong,Qiu, Sen,Shen, Yanming,Zhang, Luyao,Tang, Kai,Fortino, Giancarlo.Heading Drift Reduction for Foot-Mounted Inertial Navigation System via Multi-Sensor Fusion and Du[J],IEEE SENSORS JOURNAL,2019,19(19,SI):8514-8521 [4] Liu, Wen,Zhang, Tuqian,Shen, Yanming,Wang, Peng.Fast correlation coefficient estimation algorithm for HBase-based massive time series data[J],FRONTIERS OF COMPUTER SCIENCE,2019,13(4):864-878 [5] Liu, Yining,Liu, Yong,Shen, Yanming,Li, Keqiu.Recommendation in a Changing World: Exploiting Temporal Dynamics in Ratings and Reviews[J],ACM TRANSACTIONS ON THE WEB,2018,12(1) [6] Liu, Yining,Shen, Yanming.Personal Tastes vs. Fashion Trends: Predicting Ratings Based on Visual Appearances and Reviews[J],IEEE ACCESS,2018,6:16655-16664 [7] Li, Deshun,Shen, Yanming,Li, Keqiu.Length Shuffle: Achieving high performance and flexibility for data center networks design[J],COMPUTER COMMUNICATIONS,2017,111:142-152 [8] Liu, Wen,Shen, Yan-Ming,Wang, Peng.An Efficient Approach of Processing Multiple Continuous Queries[J],JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,2016,31(6):1212-1227 [9] Liu, Wen,Shen, Yanming,Wang, Peng.An efficient MapReduce algorithm for similarity join in metric spaces[J],JOURNAL OF SUPERCOMPUTING,2016,72(3):1179-1200 [10] Li, Deshun,Shen, Yanming,Li, Keqiu.FleCube: A flexibly-connected architecture of data center networks on multi-port servers[J],COMPUTER COMMUNICATIONS,2016,77:62-71 [11] Liu, Xiulong,Qi, Heng,Li, Keqiu,Stojmenovic, Ivan,Liu, Alex X.,Shen, Yanming,Qu, Wenyu,Xue, Weilian.Sampling Bloom Filter-Based Detection of Unknown RFID Tags[J],IEEE TRANSACTIONS ON COMMUNICATIONS,2015,63(4):1432-1442 [12] Liu, Xiulong,Li, Keqiu,Min, Geyong,Shen, Yanming,Liu, Alex X.,Qu, Wenyu.Completely Pinpointing the Missing RFID Tags in a Time-Efficient Way[J],IEEE TRANSACTIONS ON COMPUTERS,2015,64(1):87-96 [13] Liu, Xiulong,Li, Keqiu,Min, Geyong,Lin, Kai,Xiao, Bin,Shen, Yanming,Qu, Wenyu.Efficient Unknown Tag Identification Protocols in Large-Scale RFID Systems[J],IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS,2014,25(12):3145-3155 [14] Liu, Xiulong,Li, Keqiu,Min, Geyong,Shen, Yanming,Liu, Alex X.,Qu, Wenyu.A Multiple Hashing Approach to Complete Identification of Missing RFID Tags[J],IEEE TRANSACTIONS ON COMMUNICATIONS,2014,62(3):1046-1057 [15] Qi, Heng,Shen, Yanming,Qu, Wenyu,Li, Keqiu.Object-Based Image Retrieval with Kernel on Adjacency Matrix and Local Combined Features[J],ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,2012,8(4) [16] Qi, Heng,Li, Keqiu,Shen, Yanming,Qu, Wenyu.An effective solution for trademark image retrieval by combining shape description and feature mat[J],PATTERN RECOGNITION,2010,43(6):2017-2027 [17] Liu, Z.,Shen, Y.,Ross, K.W.,Panwar, S.S.,Wang, Y..LayerP2P: Using layered video chunks in P2P live streaming[J],IEEE Transactions on Multimedia,2009,11(7):1340-1352 [18] Shen, Yanming,Panwar, Shivendra S.,Chao, H. Jonathan.Design and Performance Analysis of a Practical Load-Balanced Switch[J],IEEE TRANSACTIONS ON COMMUNICATIONS,2009,57(8):2420-2429