Terabyte-Scale Analytics in the Blink of an Eye
Bowen Wu, Wei Cui, Carlo Curino, Matteo Interlandi, Rathijit Sen
VLDB 2026 | January 2026
Wei Cui
Principal Researcher
出版物
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MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming
NeurIPS 2025 The First Workshop of Efficient Reasoning | December 2025
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FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core Units
Haozhi Han, Kun Li, Wei Cui, Donglin Bai, Yiwei Zhang, Liang Yuan, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang
ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) | March 2025
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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
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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
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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
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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
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OpEvo: An Evolutionary Method for Tensor Operator Optimization
Xiaotian Gao, Wei Cui, Lintao Zhang, Mao Yang
AAAI 2021 | May 2021
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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, 巻71(1): pp. 53-68
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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
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Terabyte-Scale Analytics in the Blink of an Eye
Bowen Wu, Wei Cui, Carlo Curino, Matteo Interlandi, Rathijit Sen
VLDB 2026 | January 2026
-
MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming
NeurIPS 2025 The First Workshop of Efficient Reasoning | December 2025
-
FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core Units
Haozhi Han, Kun Li, Wei Cui, Donglin Bai, Yiwei Zhang, Liang Yuan, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang
ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) | March 2025
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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
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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
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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
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OpEvo: An Evolutionary Method for Tensor Operator Optimization
Xiaotian Gao, Wei Cui, Lintao Zhang, Mao Yang
AAAI 2021 | May 2021
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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, 巻71(1): pp. 53-68
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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
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MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming
NeurIPS 2025 The First Workshop of Efficient Reasoning | December 2025
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-
-
FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core Units
Haozhi Han, Kun Li, Wei Cui, Donglin Bai, Yiwei Zhang, Liang Yuan, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang
ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) | March 2025
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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
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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
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-
-
Terabyte-Scale Analytics in the Blink of an Eye
Bowen Wu, Wei Cui, Carlo Curino, Matteo Interlandi, Rathijit Sen
VLDB 2026 | January 2026
-
MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming
NeurIPS 2025 The First Workshop of Efficient Reasoning | December 2025
-
FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core Units
Haozhi Han, Kun Li, Wei Cui, Donglin Bai, Yiwei Zhang, Liang Yuan, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang
ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) | March 2025
-
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
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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
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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
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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
-
OpEvo: An Evolutionary Method for Tensor Operator Optimization
Xiaotian Gao, Wei Cui, Lintao Zhang, Mao Yang
AAAI 2021 | May 2021
-
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
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-
-
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, 巻71(1): pp. 53-68
-