Prof. Meng Liu

Email: mengliu.sdu@gmail.com

 

 

Multimedia Computing and Information Retrieval

 

 

Oct.2017   - Oct.2018	National   University of Singapore, Internship
Sep   2016 - Jun 2019	Shandong   University, PhD in Computer Science and Technology Thesis:   Multimodal Processing Technology for Video Analysis
Sep   2013 - Jun 2016	Dalian   University of Technology, MSc in Computational Mathematics Thesis: Color   Transfer based on Saliency Detection
Sep   2009 - Jun   2013	Henan   University, BSc in Mathematics and Applied Mathematics Thesis:   The Selection of Express Company

 

 

2020 awarded RMB 240,000 from the National Natural Science Foundation of China to explore Multi-modal explicit relationship modeling for micro-video analysis as the Project Director.

 

 

Ÿ   Meng Liu, Liqiang Nie, Meng Wang, and Baoquan Chen. Towards Micro-video Understanding by Joint Sequential-Sparse Modeling. In Proceedings of the ACM Conference on Multimedia 2017.

Ÿ   Meng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, and Tat-Seng Chua. Cross-modal Moment Localization in Videos. In Proceedings of the ACM Conference on Multimedia 2018.

Ÿ   Meng Liu, Xiang Wang, Liqiang Nie, Baoquan Chen, and Tat-Seng Chua. Attentive Moment Retrieval in Videos. The International ACM SIGIR 2018 Conference on Research and Development in Information Retrieval.

Ÿ   Meng Liu, Liqiang Nie, Xiang Wang, Qi Tian, and Baoquan Chen. Online Data Organizer: Micro-video Categorization by Structure-guided Multimodal Dictionary Learning. IEEE Transactions on Image Processing, 2019.

Ÿ   Meng Liu, Leigang Qu, Liqiang Nie, Maofu Liu, Lingyu Duan, Baoquan Chen, “Iterative Local-Global Collaboration Learning Towards One-Shot Video Person Re-Identification”, IEEE Transactions on Image Processing, 2020.

Ÿ   Leigang Qu (Supervised Master Student), Meng Liu^*, Da Cao, Liqiang Nie, Qi Tian, “Context-Aware Multi-View Summarization Network for Image-Text Matching”, Proceedings of the 28th ACM International Conference on Multimedia, 2020.

Ÿ   Yupeng Hu, Meng Liu^*, Xiaobin Su, Zan Gao, Liqiang Nie, “Video Moment Localization via Deep Cross-Modal Hashing”, IEEE Transactions on Image Processing, 2021.

Ÿ   Yupeng Hu, Liqiang Nie, Meng Liu^*, Kun Wang, Yinglong Wanga, Xiansheng Hua, “Coarse-to-Fine Semantic Alignment for Cross-modal Moment Localization”, IEEE Transactions on Image Processing, 2021.

Ÿ   Leigang Qu (Supervised Master Student), Meng Liu^*, Jianlong Wu, Zan Gao, Liqiang Nie, “Dynamic Modality Interaction Modeling for Image-Text Retrieval”, ACM SIGIR Conference on Research and Development in Information Retrieval, 2021. (Honored Best Student Paper Award)

Ÿ   Xiao Zhang (Supervised Master Student), Meng Liu^*, Jianhua Yin, Zhaochun Ren, Liqiang Nie，”Question Tagging via Graph-guided Ranking”, ACM Transactions on Information Systems, 2021.

 

 

●  Invited Speaker: Meng Liu. (2019, May). Cross-modal Moment Localization in video. Symposium on Computational Mathematics and Vision driven by Artificial Intelligence. Dalian. China.

●  Invited Speaker: Meng Liu. (2021, Oct.). Research on cross-media information retrieval Technology. Shandong Artificial Intelligence Conference. Yantai. China.

 

 

●  Conference Reviewer for International Conference on Multimedia Modeling, ACM Conference on Multimedia, Pacific-Rim Conference on Multimedia, CVPR, AAAI, COLING, ICCV, WSDM.

 

●  Journal Reviewer for Information Sciences, Journal of Visual Communication and Image Representation, Multimedia Systems Journal, Pattern Recognition, IEEE Transactions on Image Processing, Journal of Electronic Imaging, IEEE Transactions on Knowledge and Data Engineering, and IEEE Transactions on Multimedia.

 

 

Ÿ   Outstanding Reviewer Award for IEEE TMM. 2021.

Ÿ   ACM SIGIR Best Student Paper Award, 2021

Ÿ   ACM China Council SIGMM Chapter Doctoral Dissertation Award, 2020

Ÿ   Shandong Association of Artificial Intelligence Excellent Doctoral Dissertation Award, 2020

Ÿ   ACM SIGIR 18 Student Travel Grant, 2018

Ÿ   ACM MM 18 Student Travel Grant, 2018

Ÿ   Outstanding Graduate Student at Shandong University, 2018

Ÿ   Huawei Scholarship at Shandong University, 2018

Ÿ   ACM MM 17 Student Travel Grant, 2017

Ÿ   Outstanding Graduates at Dalian University of Technology, 2016

Ÿ   National Scholarship, 2015