互联网+创新设计硕士

王智

Title: 副教授，硕士生导师

Office: 信息楼1708

Tel & Fax:

E-mail: wangzhi@sz.tsinghua.edu.cn

个人简历
教学
研究领域
研究成果
奖励荣誉
动态信息

概况

从事边缘计算与多媒体网络方向研究

研究主页：http://zwang.inflexionlab.org/

教育经历

2008/09-2014/01，清华大学，计算机科学与技术系，博士

2004/09-2008/09，清华大学，计算机科学与技术系，学士

工作经历

2014/02至今，清华大学深圳国际研究生院，讲师，副教授

2012/02-2012/08，多伦多大学，电子与计算机工程系，研究助理

2010/01-2010/07，香港大学，计算机科学系，研究助理

学术兼职

2019至今：IEEE Transactions on Multimedia, Associate Editor

2014至今，计算机学会多媒体专业委员会，委员

代表性论文

1. Shuzhao Xie, Yuan Xue, Yifei Zhu and Zhi Wang. Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach, In Proceedings of IEEE INFOCOM, 2-5 May 2022, Virtual Conference (CCF-A). [pdf]

2. Lei Zhang, Yuqing Zhang, Ximing Wu, Fangxin Wang, Laizhong Cui, Zhi Wang and Jiangchuan Liu. Batch Adaptative Streaming for Video Analytics, In Proceedings of IEEE INFOCOM, 2-5 May 2022, Virtual Conference (CCF-A). [pdf]

3. Shiji Zhou, Lianzhe Wang, Shanghang Zhang, Zhi Wang and Wenwu Zhu. Active Gradual Domain Adaptation: Dataset and Approach, In IEEE Transactions on Multimedia, vol. 24, pp. 1210--1220, January 2022. (JCR-Q1) [pdf]

4. Jingyan Jiang, Ziyue Luo, Chenghao Hu, Zhaoliang He, Zhi Wang, Shutao Xia and Chuan Wu. Joint Model and Data Adaptation for Cloud Inference Serving, In Proceedings of IEEE Real-Time Systems Symposium (RTSS), 7–10 December 2021, Dortmund, Germany (CCF-A). [pdf]

5. Tao Dai, Yalei Lv, Bin Chen, Zhi Wang, Zexuan Zhu and Shutao Xia. Mix-order Attention Networks for Image Restoration, In Proceedings of ACM Multimedia, 20-24 October 2021, Chengdu, China (CCF-A). [pdf]

6. Yitian Yuan, Xiaohan Lan, Xin Wang, Long Chen, Zhi Wang and Wenwu Zhu. A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric, In Proceedings of ACM Multimedia, HUMA Workshop, 20–24 October 2021, Chengdu, China (Best Paper Award). [pdf]

7. Chenglei Wu, Zhi Wang and Lifeng Sun. PAAS: A Preference-Aware Deep Reinforcement Learning Approach for 360 Video Streaming, In Proceedings of ACM NOSSDAV, September 2021, Istanbul, Turkey.

8. Jiahui Ye, Zichun Li, Zhi Wang, Zhuobin Zheng, Han Hu and Wenwu Zhu. Joint Cache Size Scaling and Replacement Adaptation for Small Content Providers, In Proceedings of IEEE INFOCOM 2021, May 10--13, 2021, Virtual Conference, China (CCF-A) [pdf]

9. Haopeng Yan, Zeming Chen, Zhi Wang and Wenwu Zhu. DRL-based Collaborative Edge Content Replication with Popularity Distillation, In Proceedings of IEEE ICME 2021, July 5-9, 2021, Shenzhen, China. [pdf]

10. Zhiwei Hao, Yong Luo, Zhi Wang, Han Hu and Jianping An. Model Compression via Collaborative Data-free Knowledge Distillation for Edge Intelligence, In Proceedings of IEEE ICME 2021, July 5-9, 2021, Shenzhen, China. (Best Paper Award Finalist) [pdf]

11. Shiji Zhou, Zhi Wang, Chenghao Hu, Yinan Mao, Haopeng Yan, Chuan Wu, Shanghang Zhang and Wenwu Zhu. Caching in Dynamic Environments: a Near-optimal Online Learning Approach, In IEEE Transactions on Multimedia, vol. 23, no. 8, pp. 1--13, March 2021. (JCR-Q1) [pdf]

12. Laizhong Cui, Erchao Ni, Yipeng Zhou, Zhi Wang, Lei Zhang, Jiangchuan Liu and Yuedong Xu. Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution, In IEEE Transactions on Multimedia, vol. xx, no. xx, pp. xx--xx, November 2021 (accepted). (JCR-Q1) [pdf]

13. Wenwu Zhu and Zhi Wang. Data-driven Multiemdia Edge Network and Content Delivery, In Science China Information Sciences, vol. 51, no. 3, pp. 468--504, 2021 (CCF-A) [pdf]

14. Yuwei Zhang, Peng Zhang, Chun Yuan and Zhi Wang. Texture and Shape Biased Two-stream Networks for Clothing Classification and Attribute Recognition, In Proceedings of IEEE CVPR, June 14-19, 2020, Virtual (CCF-A).

15. Chenglei Wu, Ruixiao Zhang, Zhi Wang and Lifeng Sun. A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video, In Proceedings of AAAI Conference on Artiﬁcial Intelligence 2020, February 7-12, 2020, New York, NY, USA (CCF-A) [pdf]

代表性著作

1.Zhi Wang, Jiangchuan Liu and Wenwu Zhu. Social Video Content Delivery, In SpringerBriefs in Electrical and Computer Engineering, Springer, ISBN 978-3-319-33652-7, 2016

2.Zhi Wang, Wenwu Zhu, Peng Cui, Lifeng Sun and Shiqiang Yang. Social Media Recommendation, In Social Media Retrieval, Naeem Ramzan, Roelof van Zwol, Jong-Seok Lee, Kai Clu？ver, and Xian-Sheng Hua, Editors, pp. 23--43, Springer-Verlag, ISBN 978-1-4471-4554-7, 2013.