朱文武,欧洲科学院院士,清华大学计算机科学与技术系教授、信息科学与技术国家研究中心副主任、大数据算法与分析技术国家工程实验室副主任、清华大学人工智能研究院大数据智能研究中心主任,ACM会士、IEEE会士、AAAS会士、SPIE会士,现担任IEEE Transactions on Multimedia 主编。国家973项目首席科学家,国家基金委重大项目负责人。
主要从事领域:
大数据计算、网络多媒体与跨媒体智能等研究工作。在上述研究领域发表高水平国际论文350余篇,发明专利60余项。曾8次获ACM及IEEE等国际最佳论文奖。
曾任职务:
曾担任IEEE Transactions on Mobile Computing和IEEE Transactions on Multimedia的 Steering Committee委员,担任ACM Multimedia 2018和ACM CIKM 2019大会主席,微软亚洲研究院主任研究员,英特尔中国研究院首席科学家与总监,及美国贝尔实验室研究员等职。
个人成就:
在多媒体网络计算和跨空间大数据分析方面取得多项创新科技成果。主持国家973项目、国家基金委重大项目等多个项目,2次获国家自然科学二等奖、4次获省部级一等奖。出版《Optimal Resource Allocation for Distributed Video and Multimedia Communications》(2014)、《Social Video Content Delivery》(2016)、《Online Social Media Content Delivery: A Data-driven Approach》(2018)、《Automated Machine Learning and Meta-Learning for Multimedia》(2021)、《Visual Question Answering: From Theory to Application》(2022)5本著作,发表高水平国际论文380余篇,10次获ACM及IEEE等国际最佳论文奖,总引用27000余次,H-Index 81。
奖励与荣誉:
国家973项目首席科学家
IEEE Fellow
AAAS Fellow
SPIE Fellow
欧洲科学院院士
ACM Multimedia最佳论文奖(2012)、IEEE Transactions on Circuits and Systems for Video Technology最佳论文奖(2001、2019)
荣获2012和2018年度国家自然科学二等奖(排名第二、第一)。
学术成果:
1. Wenwu Zhu, Xin Wang, Wen Gao, Multimedia Intelligence: When Multimedia Meets Artificial Intelligence, IEEE Trans. Multimedia 22(7): 1823-1835, 2020
2. Wenwu Zhu, Xin Wang, Peng Cui, Deep learning for learning graph representations, Deep learning: concepts and architectures, 169-210, 2020.
3. Wenwu Zhu, Xin Wang, Hongzhi Li, Multi-Modal Deep Analysis for Multimedia. IEEE Trans. Circuits Syst. Video Technol., 30 (10): 3740-3764, 2019.
4. Daixin Wang, Peng Cui, Wenwu Zhu, Structural Deep Network Embedding. ACM KDD 2016: 1225-1234. (2333 citations in Google Scholar)
5. Mingdong Ou, Peng Cui, Jian Pei, Ziwei Zhang, Wenwu Zhu, Asymmetric transitivity preserving graph embedding, ACM SIGKDD 2016: 1105-1114. (1097 citations in Google Scholar)
6. Wenwu Zhu, Peng Cui, Zhi Wang, Gang Hua, Multimedia Big Data Computing, IEEE Multimedia 22(3): 96-c3 (2015).
7. Baochun Li, Zhi Wang, Jiangchuan Liu, Wenwu Zhu. “Two Decades of Internet Video Streaming: A Retrospective View,” ACM Transactions on Multimedia Computing Communications and Applications, Special Issue on the 20th Anniversary of ACM Multimedia, vol. 9, no. 1s, pp. 33–52, October 2013.
8. Zhi Wang, Wenwu Zhu, Xiangwen Chen, Lifeng Sun, Jiangchuan Liu, Minghua Chen, Peng Cui, Shiqiang Yang. “Propagation-Based Social-Aware Multimedia Content Distribution,” ACM Transactions on Multimedia Computing Communications and Applications, vol. 9, no. 1s, pp. 53–72, October 2013. (ACM Multimedia 2012 best paper award)
9. Wenwu Zhu, Chong Luo, Jianfeng Wang, Shipeng Li, “Multimedia Cloud Computing”, IEEE Signal Processing Magazine, May 2011. (Highly cited paper)
10. Dapeng Wu, Yiwei Thomas Hou, Wenwu Zhu, Ya-Qin Zhang, Jon M Peha, Streaming video over the Internet: approaches and directions, IEEE Transactions on circuits and systems for video technology 11 (3), 282-300, 2001. (Most cited paper 2001, 1233 citations in Google Scholar)