Yang Wang

PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization

Cong Li, Zhe Zhou, Yang Wang, Fan Yang, Ting Cao, Mao Yang, Yun Liang, Guangyu Sun

29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24) | April 2024

Publication

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup

Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang

The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23) | October 2023

Microsoft Research Focus https://www.microsoft.com/en-us/research/blog/research-focus-week-of-november-8-2023/

Publication

Towards Efficient Vision Transformer Inference: A First Study of Transformers on Mobile Devices

Xudong Wang, Li Lyna Zhang, Yang Wang, Mao Yang

HotMobile'22 | March 2022

Publication

PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization

Cong Li, Zhe Zhou, Yang Wang, Fan Yang, Ting Cao, Mao Yang, Yun Liang, Guangyu Sun

29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24) | April 2024

Publication

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup

Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang

The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23) | October 2023

Microsoft Research Focus https://www.microsoft.com/en-us/research/blog/research-focus-week-of-november-8-2023/

Publication

Towards Efficient Vision Transformer Inference: A First Study of Transformers on Mobile Devices

Xudong Wang, Li Lyna Zhang, Yang Wang, Mao Yang

HotMobile'22 | March 2022

Publication

Towards Efficient Vision Transformer Inference: A First Study of Transformers on Mobile Devices

Xudong Wang, Li Lyna Zhang, Yang Wang, Mao Yang

HotMobile'22 | March 2022

Publication

PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization

Cong Li, Zhe Zhou, Yang Wang, Fan Yang, Ting Cao, Mao Yang, Yun Liang, Guangyu Sun

29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24) | April 2024

Publication

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup

Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang

The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23) | October 2023

Microsoft Research Focus https://www.microsoft.com/en-us/research/blog/research-focus-week-of-november-8-2023/

Publication

Towards Efficient Vision Transformer Inference: A First Study of Transformers on Mobile Devices

Xudong Wang, Li Lyna Zhang, Yang Wang, Mao Yang

HotMobile'22 | March 2022

Publication