Visual Information Processing and Learning
Visual Information Processing and Learning
Weiqing Min

Associate Professor

Research area: Multimedia Content Analysis and Understanding

I am currently an associate professor at the Key Laboratory of Intelligent Information Processing (IIP), Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). Prior to joining the ICT  faculty, I was a postdoctoral researcher  at the IIP  of ICT, CAS and worked with Prof. Shuqiang Jiang. I received  the Ph.D. degree from the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences under the supervision of Prof. Changsheng Xu.
  My research is in the areas of multimedia content analysis, understanding and applications. I am especially interested in  the intersections between food/geography and multimedia computing to jump-start new fields: food computing and geo-multimedia computing. I have authored and co-authored more than 30 peer-referenced papers in relevant journals and conferences, including ACM Computing Surveys, IEEE Trans. on Image Processing, IEEE Trans. on Multimedia, IEEE Trans. on Cybernetics, IEEE Trans. on Systems, Man, and Cybernetics: Systems, ACM Trans. on Multimedia Computing Communications and Applications (ACM TOMM), IEEE Multimedia Magazine, ACM MM, IJCAI, etc. I am also the reviewer of many prestigious international journals including IEEE Trans. on Multimedia, IEEE Trans. on Cybernetics, IEEE Trans. on Circuits and Systems for Video Technology, IEEE Trans. on Neural Network and Learning System, ACM TOMM, IEEE Multimedia Magazine, etc. I have served as one OC member, such as ACM MM Asia2019 area chair and ICIMCS2017 publication chair, and organized special sessions on PCM2017 and MMSP2015.  As the lead guest editor, I  organized  special issues on  international journals, including IEEE Multimedia Magazine,  Multimedia Tools and Applications. I have served as one PC member of  many academic conferences, including ACM MM, AAAI, IJCAI, etc. I am  the recipient of 2016 ACM TOMM Nicolas D. Georganas Best Paper Award(1/50+, CCF-B,IF:2.870) and 2017 IEEE Multimedia Magazine Best Paper Award(1/100+, IF:3.556).

For more information, please refer to http://vipl.ict.ac.cn/homepage/minweiqing/Home.html

Academic service
Journal services
  • Guest editor, Neurocomputing 2017
  • Lead guest editor, IEEE Multimedia Magazine 2019, MTAP 2017
  • Reviewers, IEEE Trans. on Multimedia, IEEE Trans. on Cybernetics, IEEE Trans. on Circuits and Systems for Video Technology, IEEE Trans. on Neural Network and Learning System, ACM TOMM, IEEE Multimedia Magazine, etc.IEEE Trans. on Cybernetics,IE
Conference services
  • Area Chair, ACM MM Asia2019
  • Student Travel Grant Chair, ACM MM Asia2019
  • The reviewer of many international conferences such as ACM MM, IJCAI and AAAI
  • Publication Chair,ICIMCS2018
  • The organizer of special sessions in MMSP2015 and PCM2017
Experience
Educational experience
  • 2010.9-2015.7 National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China, Ph.D. degree
  • 2008.9-2010.7 Wuhan University, Wuhan, China, M.E. degree
  • 2004.9-2008.7 Shandong Normal University, Jinan, China, B.E. degree
Academic experience
  • 2018.09-Present Associate Professor in Institute of Computing Technology, Chinese Academy of Sciences
  • 2017.07-2018.09 Associate Professor in Institute of Computing Technology, Chinese Academy of Sciences
  • 2015.07-2017.07 Postdoctor in Institute of Computing Technology, Chinese Academy of Sciences
Research content

1.   

Multimedia Analysis, Understanding and Applications
Research project

1.   Multimodal Scene Analysis and Geographic Location Prediction

Project type: General Program of
Project time: 2020-2023
Project leader: Weiqing Min

2.   Multi-modal spatio-temporal theme modeling for Internet landmark data mining and analysis

Project type: PSFG
Project time: 2016-2017
Project leader: Weiqing Min

3.   Social media data fusion and understanding based on multimodal attention networks

Project type: PSFG
Project time: 2017-2018
Project leader: Weiqing Min

4.   Fine-grained video description generation

Project type: BJNSF
Project time: 2017-2018
Project leader: Weiqing Min

5.   Social context-based multi-modal fusing

Project type: NSFC
Project time: 2017-2019
Project leader: Weiqing Min
Book or Paper

Papers


代表性论文(Selected Publications)

期刊(Journal)


1. Weiqing Min, Shuqiang Jiang, Linhu Liu, Yong Rui and Ramesh Jain. A Survey on Food Computing. ACM Computing Surveys (CSUR) 52(2): 92:1–92:36,2019
2. Weiqing Min, Shuhuan Mei, Linhu Liu, Yi Wang, and Shuqiang Jiang. Multi-Task Deep Relative Attribute Learning for Visual Urban Perception. IEEE Transactions on Image Processing 29: 657-669 (2020)
3. Weiqing Min, Bing-Kun Bao, Shuhuan Mei, Yaohui Zhu, Yong Rui, Shuqiang Jiang. You Are What You Eat: Exploring Multi-modal and Multi-attribute Information from Recipes for Cross-Region Food Analysis. IEEE Trans. on Multimedia 20(4):950-964 (2018)
4. Weiqing Min, Shuqiang Jiang, Jitao Sang, et al. Being a Super Cook: Joint Food Attributes and Multi-Modal Content Modeling for Recipe Retrieval and Exploration. IEEE Trans. on Multimedia 19(5): 1100-1113 (2017)
5. Weiqing Min, Bing-kun Bao, Changsheng Xu. Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation. IEEE Trans. on Multimedia 17(10): 1787-1801 (2015)
6. Weiqing Min, Changsheng Xu, Min Xu, Xian Xiao, Bing-kun Bao. Mobile Landmark Search with 3D Models. IEEE Trans. on Multimedia 16(3):623-636(2014)
7. Weiqing Min, Bing-kun Bao, Changsheng Xu. Multi-modal Spatio-Temporal Theme Modeling for Landmark Analysis. IEEE Multimedia 21(3): 20-29 (2014) (2017 Best Paper Award)
8.  Weiqing Min, Bing-kun Bao, Changsheng Xu. An Incremental Probabilistic Model for Temporal Theme Analysis of Landmarks. Multimedia System Journal. 22(4): 465-477 (2016)
9. Weiqing Min, Shuqiang Jiang, Shuhui Wang, et al. A Survey on Context-aware Mobile Visual Recognition Multimedia System Journal 23(6): 647-665 (2017)
10. Shuqiang Jiang, Weiqing Min, Linhu Liu, Zhengdong Luo. Multi-Scale Multi-View Deep Feature Aggregation for Food Recognition. IEEE Transactions on Image Processing 29: 265-276 (2020)
11. Shuqiang Jiang, Weiqing Min, Shuhuan Mei. Hierarchy-Dependent Cross-Platform Multi-View Feature Learning for Venue Category Prediction. IEEE Transactions  on Multimedia 21(6): 1609–1619(2019)
12. Bing-Kun Bao, Weiqing Min, Teng Li, Changsheng Xu. Joint Local and Global Consistency on Interdocument and Interword Relationships for Co-Clustering. IEEE Trans. Cybernetics 45(1): 15-28 (2015)
13. Bing-Kun Bao, Changsheng Xu, Weiqing Min, M. Shamim Hossain. Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Stream. ACM Trans. on Multimedia Computing, Communications, and Applications. 11(4): 54:1-54:21 (2015) (2016 Best Paper Award)

会议(Conference)

1. Weiqing Min, Linhu Liu, Zhengdong Luo, Shuqiang Jiang. Ingredient-Guided Cascaded Multi-Attention Network for Food Recognition. ACM Multimedia, 2019: 1331-1339 (CCF-A)
2. Weiqing Min, Shuqiang Jiang, Shuhui Wang, Jitao Sang, Shuhuan Mei. A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes with Various Attributes. ACM Multimedia, 2017: 402-410 (CCF-A)
3. Shuqiang Jiang, Weiqing Min, Xue Li, Huayang Wang, Jian Sun, Jiaqi Zhou. Dual Track Multimodal Automatic Learning through Human-Robot Interaction. International Joint Conferences on Artificial Intelligence (IJCAI), 2017:4485-4491 (CCF-A)
4.  Bing-Kun Bao, Weiqing Min, Jitao Sang, Changsheng Xu. Multimedia news digger on emerging topics from social streams. ACM Multimedia 2012: 1357-1358.
5. Bing-Kun Bao, Weiqing Min, Ke Lu, Changsheng Xu. Social event detection with robust high-order co-clustering. International Conference on Multimedia Retrieval (ICMR), 2013: 135-142


Visual Information Processing and Learning
  • Address :No.6 Kexueyuan South Road
  • Zhongguancun,Haidian District
  • Beijing,China
  • Postcode :100190
  • Tel : (8610)62600514
  • Email:yi.cheng@vipl.ict.ac.cn
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