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2020 – today
- 2021
[c13]Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman:
Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters. KDD 2021: 3050-3058- [c12]Kiwan Maeng, Shivam Bharuka, Isabel Gao, Mark C. Jeffrey, Vikram Saraph, Bor-Yiing Su, Caroline Trippel, Jiyan Yang, Mike Rabbat, Brandon Lucia, Carole-Jean Wu:
Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery. MLSys 2021 - 2020
- [i3]Qinqing Zheng, Bor-Yiing Su, Jiyan Yang, Alisson G. Azzolini, Qiang Wu, Ou Jin, Shri Karandikar, Hagay Lupesko, Liang Xiong, Eric Zhou:
ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training. CoRR abs/2003.03477 (2020) - [i2]Maxim Naumov, John Kim, Dheevatsa Mudigere, Srinivas Sridharan, Xiaodong Wang, Whitney Zhao, Serhat Yilmaz, Changkyu Kim, Hector Yuen, Mustafa Ozdal, Krishnakumar Nair, Isabel Gao, Bor-Yiing Su, Jiyan Yang, Mikhail Smelyanskiy:
Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems. CoRR abs/2003.09518 (2020) - [i1]Kiwan Maeng, Shivam Bharuka, Isabel Gao, Mark C. Jeffrey, Vikram Saraph, Bor-Yiing Su, Caroline Trippel, Jiyan Yang, Mike Rabbat, Brandon Lucia, Carole-Jean Wu:
CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery. CoRR abs/2011.02999 (2020)
2010 – 2019
- 2016
- [c11]Steffen Rendle, Dennis Fetterly, Eugene J. Shekita, Bor-Yiing Su:
Robust Large-Scale Machine Learning in the Cloud. KDD 2016: 1125-1134 - 2014
- [c10]Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, Bor-Yiing Su:
Scaling Distributed Machine Learning with the Parameter Server. OSDI 2014: 583-598 - 2012
- [b1]Bor-Yiing Su:
Parallel Application Library for Object Recognition. University of California, Berkeley, USA, 2012 - [c9]Bor-Yiing Su, Kurt Keutzer:
clSpMV: A Cross-Platform OpenCL SpMV Framework on GPUs. ICS 2012: 353-364 - 2011
- [c8]Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, David Sheffield, Bor-Yiing Su, Narayanan Sundaram:
Considerations When Evaluating Microprocessor Platforms. HotPar 2011 - [c7]Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer:
A parallel region based object recognition system. WACV 2011: 81-88 - [p1]Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, Bor-Yiing Su, Narayanan Sundaram:
PALLAS: Mapping Applications onto Manycore. Multiprocessor System-on-Chip 2011: 89-113 - 2010
- [j3]Bryan Catanzaro, Armando Fox, Kurt Keutzer, David A. Patterson, Bor-Yiing Su, Marc Snir, Kunle Olukotun, Pat Hanrahan, Hassan Chafi:
Ubiquitous Parallel Computing from Berkeley, Illinois, and Stanford. IEEE Micro 30(2): 41-55 (2010) - [c6]Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer:
Parallel BFS graph traversal on images using structured grid. ICIP 2010: 4489-4492
2000 – 2009
- 2009
- [c5]Bryan Catanzaro, Bor-Yiing Su, Narayanan Sundaram, Yunsup Lee, Mark Murphy, Kurt Keutzer:
Efficient, high-quality image contour detection. ICCV 2009: 2381-2388 - 2008
- [c4]Bryan Catanzaro, Kurt Keutzer, Bor-Yiing Su:
Parallelizing CAD: a timely research agenda for EDA. DAC 2008: 12-17 - [c3]Zhe-Wei Jiang, Bor-Yiing Su, Yao-Wen Chang:
Routability-driven analytical placement by net overlapping removal for large-scale mixed-size designs. DAC 2008: 167-172 - 2007
- [j2]Bor-Yiing Su, Yao-Wen Chang
, Jiang Hu:
An Exact Jumper-Insertion Algorithm for Antenna Violation Avoidance/Fixing Considering Routing Obstacles. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(4): 719-733 (2007) - [j1]Bor-Yiing Su, Yao-Wen Chang:
An Optimal Jumper-Insertion Algorithm for Antenna Avoidance/Fixing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(10): 1818-1829 (2007) - 2006
- [c2]Bor-Yiing Su, Yao-Wen Chang, Jiang Hu:
An optimal jumper insertion algorithm for antenna avoidance/fixing on general routing trees with obstacles. ISPD 2006: 56-63 - 2005
- [c1]Bor-Yiing Su, Yao-Wen Chang:
An exact jumper insertion algorithm for antenna effect avoidance/fixing. DAC 2005: 325-328
Coauthor Index
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