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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.
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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.
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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.
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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.
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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 |
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Project Website on GitHub
Awarded APBioNet Travel Grant to present this paper.