Wei Cui

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang

the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024

Publication

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

DOI Publication

Roller: Fast and Efficient Tensor Compilation for Deep Learning

Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko

The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI'22) | July 2022

Publication Project

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

July 2022

Publication

OpEvo: An Evolutionary Method for Tensor Operator Optimization

Xiaotian Gao, Wei Cui, Lintao Zhang, Mao Yang

AAAI 2021 | May 2021

Publication

Adaptive Page Migration Policy With Huge Pages in Tiered Memory Systems

Taekyung Heo, Yang Wang, Wei Cui, Jaehyuk Huh, Lintao Zhang

IEEE Transactions on Computers | November 2020, Vol 71(1): pp. 53-68

DOI Publication

Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks

Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou

14th USENIX Symposium on Operating Systems Design and Implementation (OSDI'20) | November 2020

Publication Project

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang

the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024

Publication

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang

the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024

Publication

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

July 2022

Publication

Roller: Fast and Efficient Tensor Compilation for Deep Learning

Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko

The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI'22) | July 2022

Publication Project

OpEvo: An Evolutionary Method for Tensor Operator Optimization

Xiaotian Gao, Wei Cui, Lintao Zhang, Mao Yang

AAAI 2021 | May 2021

Publication

Adaptive Page Migration Policy With Huge Pages in Tiered Memory Systems

Taekyung Heo, Yang Wang, Wei Cui, Jaehyuk Huh, Lintao Zhang

IEEE Transactions on Computers | November 2020, Vol 71(1): pp. 53-68

DOI Publication

Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks

Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou

14th USENIX Symposium on Operating Systems Design and Implementation (OSDI'20) | November 2020

Publication Project

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

DOI Publication

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang

the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024

Publication

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

DOI Publication

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

July 2022

Publication

Roller: Fast and Efficient Tensor Compilation for Deep Learning

Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko

The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI'22) | July 2022

Publication Project

OpEvo: An Evolutionary Method for Tensor Operator Optimization

Xiaotian Gao, Wei Cui, Lintao Zhang, Mao Yang

AAAI 2021 | May 2021

Publication

Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks

Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou

14th USENIX Symposium on Operating Systems Design and Implementation (OSDI'20) | November 2020

Publication Project

Adaptive Page Migration Policy With Huge Pages in Tiered Memory Systems

Taekyung Heo, Yang Wang, Wei Cui, Jaehyuk Huh, Lintao Zhang

IEEE Transactions on Computers | November 2020, Vol 71(1): pp. 53-68

DOI Publication