Publications

Invited Talks

  • Efficient Methods and Hardware for Deep Learning
    • Faculty interview, MIT, Princeton, UC Berkely, UT Austin, etc., March 2017
    • PhD thesis defense, Stanford, June 2017
    • Invited talk, Tsinghua University, Peking University, Shanghai Jiaotong University, Fudan University, Zhejiang University, University of Science and Technology of China, China Academy of Science, September 2017
  • Deep Compression: A Deep Neural Network Compression Pipeline
    • Conference talk at ICLR, Puerto Rico, May 2016.
    • GPU Technology Conference (GTC), San Jose, March 2016.
    • Google, Mountain View, March 2015.
    • Stanford Computer System Colloquium, January 2016.
    • Baidu, Beijing, December 2015.
    • Huawei, Shanghai, December 2015.
    • Horizon Robotics, Beijing, December 2015.
  • EIE: Efficient Inference Engine on Compressed Deep Neural Network
    • Conference talk at ISCA, Korea, June 2016.
    • Movidius, San Mateo, April 2016.
    • HP Labs, Palo Alto, February 2016.
    • Apple, Cupertino, December 2015.
    • Huawei, Shanghai, December 2015.
    • HiScene, Shanghai, December 2015.
    • Stanford SystemX Fall Conference, Stanford, November 2015.