Eddie Q. Yan

According to our database, Eddie Q. Yan authored at least 10 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Characterizing and Taming Resolution in Convolutional Neural Networks.

Eddie Q. Yan, Liang Luo, Luis Ceze

Proceedings of the IEEE International Symposium on Workload Characterization, 2021

2020

Exploiting Image Resolution Holistically in Computer Vision Models.

Eddie Q. Yan

PhD thesis, 2020

Speculative reconvergence for improved SIMT efficiency.

Sana Damani, Daniel R. Johnson, Mark Stephenson, Stephen W. Keckler, Eddie Q. Yan, Michael McKeown, Olivier Giroux

Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

2019

A Hardware-Software Blueprint for Flexible Deep Learning Specialization.

Thierry Moreau, Tianqi Chen, Luis Vega, Jared Roesch, Eddie Q. Yan, Lianmin Zheng, Josh Fromm, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

IEEE Micro, 2019

2018

TVM: End-to-End Optimization Stack for Deep Learning.

Tianqi Chen, Thierry Moreau, Ziheng Jiang, Haichen Shen, Eddie Q. Yan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

CoRR, 2018

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning.

Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, Eddie Q. Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Learning to Optimize Tensor Programs.

Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Master Maker: Understanding Gaming Skill Through Practice and Habit From Gameplay Behavior.

Jeff Huang, Eddie Q. Yan, Gifford Cheung, Nachiappan Nagappan, Thomas Zimmermann

Top. Cogn. Sci., 2017

Customizing Progressive JPEG for Efficient Image Storage.

Eddie Q. Yan, Kaiyuan Zhang, Xi Wang, Karin Strauss, Luis Ceze

Proceedings of the 9th USENIX Workshop on Hot Topics in Storage and File Systems, 2017

2015

Masters of Control: Behavioral Patterns of Simultaneous Unit Group Manipulation in StarCraft 2.

Eddie Q. Yan, Jeff Huang, Gifford K. Cheung

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015