Shaohui Lin (林绍辉)

  Shaohui Lin

  PhD Candidate
   Media Analytics and Computing (MAC)
   School of Information Science and Engineering
  Xiamen University, China.

About me:

I am currently a graduate student in Cognitive Science at Xiamen University under the supervision of Prof. Rongrong Ji
My research specialty is computer vision, machine learning and deep learning, especially compression and speeding-up of large capacity models.

  • 1 paper accepted by T-PAMI.
  • 1 paper accepted by IJCAI 2018.
  • 1 paper accepted by AAAI, 2017.
  • 1 paper accepted by IJCAI 2016.
  1. Shaohui Lin, Rongrong Ji, Xiaowei Guo, Xuelong Li. Towards Convolutional Neural Networks Compression via Global Error Reconstruction. IJCAI, 2016. 
  2. Shaohui Lin, Ling Cai, Xianming Lin, Rongrong Ji. Masked Face Detection via A Modi.ed LeNet. NEUROCOMPUTING, 2016, 218:197-202.
  3. Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang. ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial & Channel Redundancy. AAAI, 2017.
  4. Shaohui Lin, Rongrong Ji, Yuchao Li, Yongjian Wu, Feiyue Huang, Baochang Zhang. Accelerating Convolutional Networks via Global & Dynamic Filter Pruning. IJCAI, 2018.
  5. Shaohui Lin, Rongrong Ji, Chao Chen, Dacheng Tao, Jiebo Luo. Holistic CNN Compression via Low-rank Decomposition with Knowledge Transfer. T-PAMI, 2018.
Reviewer: IEEE Transactions on Neural Networks and Learning System (TNNLS), IEEE Transactions on Multimedia (TMM), Multimedia Tools and Applications (MTA).


Institution:   School of Information Science and Engineering, Xiamen University, China
Address:        Room 703, Administration Building #B, Haiyun Park, Xiamen University
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