Mingbao Lin 林明宝

Researcher
Tencent Youtu Lab

Email: linmb001[at]outlook[dot]com
[Github] [Scholar]

Biographies

02/2022 -- Now: Researcher, Tencent Youtu Lab, Shanghai, China
Large Language Model (LLM) for general NLP tasks (Foundation Model Training, Downstream Applications)
Model Compression on CV (CNN, ViT, etc.) and NLP (Bert, etc.) models for general tasks (Recognition, OCR, etc.)
09/2019 -- 02/2022: Research Intern, Peng Cheng Lab, Shenzhen, China
Model Compression (Quantization, Pruning, Sparsity, Distillation, etc.) on general CV models (CNN, ViT)
Low-level CV (Super-Resolution, Shadow Removal, Demoiréing, etc.)
09/2016 -- 06/2022: M.S.-Ph.D. in Computer Science and Technology, MAC Lab, Xiamen University, Xiamen, China
Model Compression (Quantization, Pruning, Sparsity, Distillation, etc.) on general CV models (CNN, ViT)
Low-level CV (Super-Resolution, Shadow Removal, Demoiréing, etc.)
Image/text retrieval
09/2012 -- 06/2016: B.S. in Computer Science and Technology, Fuzhou University, Fuzhou, China

06. [B]	B. Zhang^✉, S. Xu, M. Lin, T. Wang, D. Doermann Binary Neural Networks: Algorithms, Architectures, and Applications CRC Press, 2023 [pdf]
05. [J]	M. Lin^, M. Chen^, Y. Zhang, C. Shen, R. Ji, L. Cao^✉ Super Vision Transformer International Journal of Computer Vision (IJCV), 2023 [pdf] [arXiv] [code]
04. [J]	M. Lin, Y. Zhang, Y. Li, B. Chen, F. Chao, M. Wang, S. Li, Y. Tian, R. Ji^✉ 1xN Pattern for Pruning Convolutional Neural Networks IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 [pdf] [arXiv] [code]
03. [J]	M. Lin, R. Ji^✉, H. Liu, X. Sun, S. Chen, Q. Tian Hadamard Matrix Guided Online Hashing International Journal of Computer Vision (IJCV), 2020 [pdf] [arXiv] [code]
02. [C]	M. Lin, R. Ji^✉, Z. Xu, B. Zhang, Y. Wang, F. Wu, F. Huang, CW. Lin Rotated Binary Neural Network Conference on Neural Information Processing Systems (NeurIPS), 2020 [pdf] [arXiv] [code]
01. [C]	M. Lin, R. Ji^✉, Y. Wang, Y. Zhang, B. Zhang, Y. Tian, L. Shao HRank: Filter Pruning using High-Rank Feature Map Computer Vision and Pattern Recognition (CVPR, Oral), 2020 [pdf] [arXiv] [code_v1] [code_v2]

Conference Reviewer: CVPR, ICCV, ECCV, ICML, ICLR, NeurIPS, AAAI, etc.
Journal Reviewer: IEEE TPAMI, IEEE TIP, IEEE TNNLS, IEEE TCSVT, IEEE TMM, IJCV, JMLR, PR, etc.