基本信息
王鹏 男 中国科学院软件研究所
电子邮件： surnamegivenname@iscas.ac.cn
通信地址： 中科院软件所
邮政编码： 100190
研究领域
智能信息处理
教育背景
学历
2008.12-2011.12，爱尔兰都柏林城市大学计算机学院，国家公派攻读博士学位
学位
2008.12-2011.12，爱尔兰都柏林城市大学计算机学院，国家公派攻读博士学位
工作经历
2012.02-2020.12，北京系统工程研究所
2021.06-至今，中国科学院软件研究所
工作简历
2021-06~现在, 中国科学院软件研究所, 任职2014-10~2016-11,清华大学计算机系, 博士后2012-02~2020-12,北京系统工程研究所, 任职
社会兼职
2021-10-01-今,系统仿真学报青年编委, 委员
2020-12-01-今,宇航智控重点实验室客座研究员,
2018-08-01-今,计算机学会多媒体专委会, 委员
2020-12-01-今,宇航智控重点实验室客座研究员,
2018-08-01-今,计算机学会多媒体专委会, 委员
专利与奖励
离散兴趣点网格化对地观测规划方法及装置，2022
一种卫星对地观测离散兴趣点聚类规划方法，2022
基于非负张量分解的时序可视媒体语义索引精度增强方法，2018
容错服务运行管理原型系统v0.1，2018
一种基于卫星影像和网络的城市区域功能属性的识别方法，2017
一种用于可视媒体语义索引的精度增强方法，2016年
出版信息
王鹏, 杨士强. 可穿戴式日常行为语义感知及增强方法, 清华大学出版社, 2023
Peng Wang*, Lifeng Sun, Alan F. Smeaton, Cathal Gurrin, Shiqiang Yang. Computer Vision for
Lifelogging: Characterizing Everyday Activities Based on Visual Semantics, Computer Vision for Assistive
Healthcare (Editors: Leo Marco, Giovanni Maria Farinella), Elsevier, 1st April 2018 (英文专著章节)
王鹏, 秦永强. 生活记录：个人大数据, 电子工业出版社, ISBN 978-7-121-33959-2, 2018 年 7 月 (译
著)
熊伟, 王鹏, 袁富宇, 史璞. 情境增强信息融合, 电子工业出版社, 2020 年 9 月 (译著)
Youmei Pan, Peng Wang*, Xinyao Hui, Jinwen Li. Dense Points Aggregation for Efficient and Collaborative Earth-Imaging Task Planning, 5th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2022), December 23--25, 2022, Sanya, China.
Yuhua Jia, Liang Bai, Peng Wang*, Jinlin Guo, Yuxiang Xie, Tianyuan Yu. Irrelevance reduction with
locality-sensitive hash learning for effiffifficient cross-media retrieval, Multimedia Tools and Applications, 77,
pp. 29435-29455. (2018). https://doi.org/10.1007/s11042-018-5692-3.
Yuhua Jia, Liang Bai, Shuang Liu, Peng Wang*, Jinlin Guo, Yuxiang Xie. Semantically-Enhanced
Kernel Canonical Correlation Analysis: A Multi-Label Cross-Modal Retrieval, Multimedia Tools and Ap
plications, 78, pp. 13169-13188. (2019).
Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. Training-Free Indexing Refifinement
for Visual Media via Multi-Semantics. Neurocomputing, Volume 236, pp. 39-47. (2016).
Peng Wang*, Lifeng Sun, Shiqiang Yang, Alan F. Smeaton and Cathal Gurrin. Characterizing
Everyday Activities from Visual Lifelogs based on Enhancing Concept Representation. Computer Vision
and Image Understanding, Volume 148, pp. 181-192, July 2016, DOI: 10.1016/j.cviu.2015.09.014
Peng Wang and Alan F. Smeaton*. Using visual lifelogs to automatically characterise everyday
activities. Information Sciences, 230. pp. 147-161. (2013). ISSN 0020-0255
Peng Wang and Alan F. Smeaton*. Semantics-based selection of everyday concepts in visual lifel
ogging. International Journal of Multimedia Information Retrieval, 1(2). pp. 87-101. (2012). ISSN
2192-6611
Liangliang Zhang, Xiao Sun, Peng Wang*, Jinxin Hou, and Guidong Sun. Identifying Inflfluential
Nodes with A Community Structure Measure, IEEE DSC 2019 - IEEE International Conference on Data
Science in Cyberspace, June 23-25, 2019, Hangzhou, China.
Yuhua Jia*, Liang Bai*, Peng Wang*, Jinlin Guo, and Yuxiang Xie. Deep Convolutional Neural Net
work for Correlating Images and Sentences, The 24th International Conference on Multimedia Modeling,
February 5-7, 2018, Bangkok, Thailand.
Peng Wang*, Ke Tao, Chenxu Gao, Xi Ning, Shuang Gu, Bo Deng. Eliciting Big Data Requirement
from Big Data Itself: A Task-Directed Approach, The 6th IEEE/ACM International Workshop on Software
Mining (SoftwareMining 2017), In conjunction with ASE 2017: The 32nd IEEE/ACM International Con
ference on Automated Software Engineering, October 30-November 3, 2017, Urbana-Champaign, Illinois,
USA.
Chen Yan*, Peng Wang and Lifeng Sun*. Sensing Urban with Wi-Fi and Satellite: Functional Region
Discovery across Cities, ThematicWorkshops’17: ACM Multimedia Workshop 2017, October 23-27, 2017,
Mountain View, CA, USA.
Chen Yan*, Peng Wang*, Chutong Xu and Lifeng Sun. Visualizing Wi-Fi Accesses from City Scale Population for Urban Analysis, UIC 2017: International Conference on Ubiquitous Intelligence and
Computing, 4-8 August, 2017, San Francisco, CA, USA.
Wen Hu*, Jiahui Huang, Zhi Wang, Peng Wang, Kun Yi, Lifeng Sun, and Yonggang Wen. MUSA:
Wi-Fi AP-Assisted Video Prefetching via Tensor Learning, 2017 IEEE/ACM International Symposium on
Quality of Service (IWQoS), 14-16 June, 2017, Spain.
Chen Yan, Peng Wang*, Lifeng Sun, Shiqiang Yang. CELoF: WiFi Dwell Time Estimation in
Free Environment, the 23rd International Conference on Multimedia Modeling 2017, January 4-6, 2017,
Reykjavik, Iceland.
Yuhua Jia*, Liang Bai, Peng Wang, Jinlin Guo, Yuxiang Xie, Tianyuan Yu. Utilizing Locality
Sensitive Hash Learning for Cross-Media Retrieval, the 23rd International Conference on Multimedia
Modeling 2017, January 4-6, 2017, Reykjavik, Iceland.
Alan Smeaton*, Kevin McGuinness, Gurrin Cathal, Jiang Zhou, Noel O’Connor, Peng Wang, Brian
Davis, Lucas Azevedo, Andre Freitas, Louise Signal, Moira Smith, James Stanley, Michelle Barr, Tim
Chambers and Cliona Ni Mhurchu. Semantic Indexing of Wearable Camera Images: Kids’Cam Concepts.
the iV&L-MM 2016 workshop at the ACM Multimedia 2016, Oct. 16, 2016, Amsterdam, The Netherlands.
Peng Wang*, Lifeng Sun, Shiqiang Yang, and Alan F. Smeaton. Semantically Smoothed Refifinement
for Everyday Concept Indexing, the 2016 Pacifific-Rim Conference on Multimedia, September 15-16, 2016,
Xi’an, China.
Peng Wang*. Measuring Activities of Daily Living: Digitally, Visually and Semantically, Measuring
Behavior 2016, 25-27 May 2016, Dublin, Ireland.
Haitian Pang*, Peng Wang, Lin Gao, Ming Tang, Jianwei Huang and Lifeng Sun. Crowdsourced Mo
bility Prediction Based on Spatio-Temporal Contexts, IEEE International Conference on Communications
(ICC) 2016, Kuala Lumpur, Malaysia.
Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. Towards Training-Free Refifinement
for Semantic Indexing of Visual Media, International Conference on Multimedia Modeling 2016, Miami,
Fl, USA.
Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. What are the Limits to Time Series
Recognition of Semantic Concepts?, International Conference on Multimedia Modeling 2016, Miami, Fl,
USA.
Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. Improving the Classifification of
Quantifified Self Activities and Behaviour Using a Fisher Kernel, UbiComp ’15 Proceedings of the 2015
ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015
ACM International Symposium on Wearable Computers, 7-11 Sept 2015, Osaka, Japan.
科研活动
无人自主系统能力边界学习关键技术，国家自然科学基金面上项目，主持，2020.01-2023.12
大规模WiFi隐含知识图谱挖掘研究，国家自然科学基金青年项目，主持，2016.01-2018.12
光学检测协同控制及图像重建软件系统，横向项目，主持，2022.12-2023.8