Partial Multi-Modal Hashing via Neighbor-aware Completion Learning
Wentao Tan, Lei Zhu, Jingjing Li, Zheng Zhang, Huaxiang Zhang.Accepted by IEEE TMM 2023. [Paper] [Code]
CV
Education
- B.S. in School of Information Science and Engineering, Shandong Normal University, 2019
- M.S. in School of Information Science and Engineering, Shandong Normal University, 2023 (expected)
Publications
Accepted by IEEE TMM 2023. [Paper] [Code]Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval
Wentao Tan, Lei Zhu, Weili Guan, Jingjing Li, Zhiyong Cheng.
Accepted by ACM SIGIR 2022. [Paper] [Code]Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval
Wentao Tan, Lei Zhu, Jingjing Li, Huaxiang Zhang, Junwei Han.
Accepted by IEEE TMM 2022. [Paper] [Code]Integrated Prediction Method for Mental Illness with Multimodal Sleep Function Indicators
Wentao Tan, Hong Wang, Lutong Wang, Xiaomei Yu.
Accepted by ICA3PP 2018. [Paper]Efficient Inter-image Relation Graph Neural Network Hashing for Scalable Image Retrieval
Hui Cui, Lei Zhu, Wentao Tan.
Accepted by ACM MMAsia 2021. [Paper] [Code]General Method of Forum Information Extraction
Rui Liu, Wentao Tan, Yuanbin Fu, Hong Wang.
Accepted by Journal of Chinese Computer Systems (Chinese) 2018. [Paper]
Awards
- Outstanding graduates of Shandong, 2023
- Headmaster's scholarship for Postgraduates, Shandong Normal University (10 quota), 2022
- National scholarship for Postgraduates (China), 2022
- 1st Prize, Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM, Shandong Division), 2018
- 2nd Prize, The 5th Shandong College Students' Science and Technology Innovation Contest, 2018
- Silver Medal, The 4th China International College Students' ``Internet+" Innovation and Entrepreneurship Competition (Shandong Division), 2018
- 3rd Prize, The 15th Challenge Cup ``The Belt and Road Initiative" International Special Competition, 2017
- Gold Medal, The 3nd China International College Students' ``Internet+" Innovation and Entrepreneurship Competition (Shandong Division), 2017
- Bronze Medal, Shandong ACM Collegiate Programming Contest, 2017
Industrial Experience & Projects
- Intelligent Auxiliary Review System
- Text preprocessing and plagiarism detection of project proposals
- May. 2021 – Dec. 2021
- Supervisor: Prof. Lei Zhu
- Shandong Normal University
- Project Acceptance System
- Invoice detection and recognition of project acceptance materials
- May. 2021 – Dec. 2021
- Supervisor: Prof. Lei Zhu
- Shandong Normal University
- Ruiming Technology Co., Ltd.
- Accelerate image preprocess operators (color space convert) with Neon assembly technology.
- Bus overload detection by image classification, person detection and edge detection.
- Sep. 2018 – Dec. 2018
- Intern, Computer Vision Engineer
- Cambrian Intelligent Technology Ltd.
- Optimize and deploy face detection (MTCNN) and pose estimation (OpenPose) models on RK3399 device to achieve real-time human-robot synchronous motion.
- Jan. 2018 – Aug. 2018
- Intern, Computer Vision Engineer
Service
- Reviewer of Neural Processing Letters / Journal of Electronic Imaging / Soft Computing
Skills
- Programming
- Frequent use: Python, Matlab; PyTorch
- Familiar: C/C++; TensorFlow, Caffe