Daniel Lin-Kit Wong's publications

Home » Publications

Patents

• "Learned graph optimizations for compilers", filed Dec 2021. WO2021248138A1
• "Computational graph optimization", filed Aug 2021. WO2021158267A1

Papers (Google Scholar)

• Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi, Daniel Wong, Peter C. Ma, Qiumin Xu, Hanxiao Liu, Phitchaya Phothilimtha, Shen Wang, Anna Goldie, Azalia Mirhoseini, James Laudon
  Transferable Graph Optimizers for ML Compilers.
  NeurIPS 2020.
  PDF

• Thomas Kim, Daniel L.-K. Wong, Gregory R. Ganger, Michael Kaminsky, David G. Andersen.
  High availability in cheap distributed key value storage.
  ACM Symposium on Cloud Computing 2020 (SOCC'20)
  Article on ACM

• Angela H. Jiang, Daniel L.-K. Wong, Giulio Zhou, David G. Andersen, Jeffrey Dean, Gregory R. Ganger, Gauri Joshi, Michael Kaminksy, Michael Kozuch, Zachary C. Lipton, Padmanabhan Pillai
  Accelerating Deep Learning by Focusing on the Biggest Losers
  Preprint.
  

• Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi, Daniel Wong, Peter C. Ma, Qiumin Xu, Ming Zhong, Hanxiao Liu, Anna Goldie, Azalia Mirhoseini, James Laudon
  GDP: Generalized Device Placement for Dataflow Graphs
  Preprint.
  

• Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi, Daniel Lin-Kit Wong, Peter Ma, Qiumin Xu, Azalia Mirhoseini, James Laudon
  A Single-shot Generalized Device Placement for Large Dataflow Graphs
  Article on IEEE

• Angela Jiang, Daniel Lin-Kit Wong, Christopher Canel, Ishan Misra, Michael Kaminsky, Michael A. Kozuch, Padmanabhan Pillai, David G. Andersen, Gregory R. Ganger
  Mainstream: Dynamic Stem-Sharing for Multi-Tenant Video Processing
  USENIX ATC 2018.
  PDF

• Angela Jiang, Christopher Canel, Daniel Lin-Kit Wong, Michael Kaminsky, Michael A. Kozuch, Padmanabhan Pillai, David G. Andersen, Gregory R. Ganger
  Dynamic Stem-Sharing for Multi-Tenant Video Processing
  SysML Conference 2018.
  PDF

• Shuaizhao Jin, Xiangyun Meng, Daniel Lin-Kit Wong, Zixiao Wang, Ben Leong, Yabo Dong, Dongming Lu
  Improving Neighbor Discovery by Operating at the Quantum Scale
  IEEE MASS 2018.
  PDF

• Daniel Lin-Kit Wong, Xiao-Li Li, Min Wu, Jie Zheng and See-Kiong Ng
  PLW: Probabilistic Local Walks for detecting protein complexes from protein interaction networks
  Presented in International Conference on Bioinformatics 2013 (InCoB2013).
  BMC Genomics 2013 Volume 14 Suppl 5, S15.
  Article on BMC | PDF | Project Website on GitHub
  Awarded APBioNet Travel Grant to present this paper.