About me

I am currently an undergraduate student at Beijing Jiaotong University, supervised by Prof. Shunli Zhang.

My research focuses on Computer Vision and Efficient Networks, especially interested in quantization and pruning. Recently, I got into AI for Science.

Education

• Beijing Jiaotong University (Sep.2019 - Jun.2026)
  • B.E. & M.S., School of Software Engineering

Internship

• ByteDance
  • Multi-modal Large Language Models
• OPPO Research Institute
  • Neural Network Quantization
  • Learning-based Visual Synthesis

Publications

• Adaptive Quantization With Mixed-precision Based on Low-cost Proxy
  • Junzhe Chen, Qiao Yang, Senmao Tian, Shunli Zhang
  • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
  • [Paper] [Code]
• CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input
  • Senmao Tian, Ming Lu, Jiaming Liu, Yandong Guo, Yurong Chen, Shunli Zhang
  • IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023
  • [Paper] [Code]
• A Comprehensive Comparison of Projections in Omnidirectional Super-Resolution
  • Huicheng Pi^, Senmao Tian^, Ming Lu, Jiaming Liu, Yandong Guo, Shunli Zhang
  • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  • [Paper] [Code]
• HQRetouch: Learning Professional Face Retouching via Masked Feature Fusion and Semantic-Aware Modulation
  • Gangyi Hong, Fangshi Wang, Senmao Tian, Ming Lu, Jiaming Liu, Shunli Zhang
  • IEEE International Conference on Image Processing (ICIP), 2023
  • [Paper]
• Blind Image Deblurring Based on Dual Attention Network and 2D Blur Kernel Estimation
  • Senmao Tian, Shunli Zhang, Beibei Lin
  • IEEE International Conference on Image Processing (ICIP), 2021
  • [Paper] [Code]

Others

• Journal Reviewer at TCSVT, TIP
• Conference Reviewer at CVPR, ACM MM, NeurIPS, AAAI