Tan Wentao Homepage

About me

I expect to obtain my M.S. degree in July 2023, under the supervision of Prof. Lei Zhu at Big Media Computing Laboratory, School of Information Science and Engineering, Shandong Normal University (SDNU).

I received my B.S. degree in June 2019 from Shandong Normal University.

My research interests are multi-/cross- modal retrieval, hashing learning, incremental learning, and universal domain adaptation.

More information can refer to [CV].

Publications

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]

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

Contact me

Email: tan.wt.lucky@gmail.com

Wechat: super-twt

Github: https://github.com/FutureTwT