Dayou Du

According to our database, Dayou Du authored at least 12 papers between 2018 and 2025.

Collaborative distances:

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

2025

MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems.

Yinsicheng Jiang, Yao Fu, Yeqi Huang, Ping Nie, Zhan Lu, Leyang Xue, Congjie He, Man-Kit Sit, Jilong Xue, Li Dong, Ziming Miao, Dayou Du, Tairan Xu, Kai Zou, Edoardo M. Ponti, Luo Mai

CoRR, May, 2025

BitDecoding: Unlocking Tensor Cores for Long-Context LLMs Decoding with Low-Bit KV Cache.

Dayou Du, Shijie Cao, Jianyi Cheng, Ting Cao, Mao Yang

CoRR, March, 2025

Dissecting the NVIDIA Hopper Architecture through Microbenchmarking and Multiple Level Analysis.

Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Hongyuan Liu, Qiang Wang, Xiaowen Chu

CoRR, January, 2025

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs.

Peijie Dong, Lujun Li, Yuedong Zhong, Dayou Du, Ruibo Fan, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Yike Guo, Xiaowen Chu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs.

Yizhao Gao, Zhichen Zeng, Dayou Du, Shijie Cao, Hayden Kwok-Hay So, Ting Cao, Fan Yang, Mao Yang

CoRR, 2024

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs.

Peijie Dong, Lujun Li, Dayou Du, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo, Xiaowen Chu

CoRR, 2024

Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey.

Dayou Du, Gu Gong, Xiaowen Chu

CoRR, 2024

Resiliency at Scale: Managing Google's TPUv4 Machine Learning Supercomputer.

Yazhou Zu, Alireza Ghaffarkhah, Hoang-Vu Dang, Brian Towles, Steven Hand, Safeen Huda, Adekunle Bello, Alexander Kolbasov, Arash Rezaei, Dayou Du, Steve Lacy, Hang Wang, Aaron Wisner, Chris Lewis, Henri Bahini

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Benchmarking and Dissecting the Nvidia Hopper GPU Architecture.

Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

AFPQ: Asymmetric Floating Point Quantization for LLMs.

Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation.

Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2018

Exploiting Sparsity to Accelerate Fully Connected Layers of CNN-Based Applications on Mobile SoCs.

Xinfeng Xie, Dayou Du, Qian Li, Yun Liang, Wai Teng Tang, Zhongliang Ong, Mian Lu, Huynh Phung Huynh, Rick Siow Mong Goh

ACM Trans. Embed. Comput. Syst., 2018