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Keep Calm and Carry On!

About Me

Starting from April 2020, I work for AWS China as an Innovation Solution Architect.

Previously, I worked at HARMAN X (Shanghai, China) in Harman International, where I worked on enabling autonomous vehicles with efficient visual perception; before that, I worked at Brainnetome Center, Institute of Automation, Chinese Academic of Sciences (CASIA) at Beijing, China, and at Mobinex Inc. (Shanghai, China). Before joining CASIA and Mobinex Inc., I studied in the School of Computer Science and Engineering at Chung-Ang University, Seoul, South Korea.

I'm interested in the techniques that related to efficient visual perception.

In addition, I'm trying to stay active among popular social networks:

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C.V. is available in English and Chinese .

Publications

  • Liangfu Chen, Zeng Yang, Jianjun Ma and Zheng Luo. "Driving Scene Perception Network: Real-time Joint Object Detection, Depth Estimation and Semantic Segmentation." IEEE Winter Conf. on Applications of Computer Vision (2018)
  • Sangma Xie, Liangfu Chen, Nianming Zuo, and Tianzi Jiang. "DiffusionKit: a light one-stop solution for diffusion MRI data analysis." Journal of neuroscience methods 273 (2016): 107-119.
  • Lingzhong Fan, Hai Li, Junjie Zhuo, Yu Zhang, Jiaojian Wang, Liangfu Chen, Zhengyi Yang et al. "The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture." Cerebral Cortex (New York, NY) 26, no. 8 (2016): 3508.

Projects

  • TVM A low level DSL and compiler for tensor computation pipelines, designed for deep learning frameworks.
  • MobileNetV2 for MXNet Reproduction of MobileNetV2 using MXNet.
  • DNN An implement of neural network algorithms that is small in size, computationally efficient and portable.
  • PWP Pixel-Wise Posterior, an implement of level sets based tracking framework.
  • DiffusionKit A light one-stop cross-platform solution to dMRI data analysis.
  • Brainnetome Atlas A detailed map of human brain that helps studying the structure, function, and spatio-temporal changes in human brain.

Recent Posts all posts

  • Notes on Programming with MXNet May 08, 2017
  • Notes on Programming with OpenMP on MacOSX Jul 24, 2016
  • Notes on using Git Jun 07, 2015
  • Setup PPTP server on Linux for iOS devices Jun 24, 2014
  • Liangfu Chen's Homepage - Keep Calm and Carry On!
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