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ORCIDXianzhi Yu
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- George Xian-Zhi Yuan (aka: George Xianzhi Yuan)
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2020 – today
- 2024
[j3]Junqing Lin
, Jingwei Sun, Xiaolong Shi, Honghe Zhang, Xianzhi Yu, Xinzhi Wang, Jun Yao, Guangzhong Sun:
LO-SpMM: Low-cost Search for High-performance SpMM Kernels on GPUs. ACM Trans. Archit. Code Optim. 21(4): 73:1-73:25 (2024)- [i4]Yuxuan Sun, Ruikang Liu, Haoli Bai, Han Bao, Kang Zhao, Yuening Li, Jiaxin Hu, Xianzhi Yu, Lu Hou, Chun Yuan, Xin Jiang, Wulong Liu, Jun Yao:
FlatQuant: Flatness Matters for LLM Quantization. CoRR abs/2410.09426 (2024) - [i3]Haoran Lin, Xianzhi Yu, Kang Zhao, Lu Hou, Zongyuan Zhan, Stanislav Kamenev, Han Bao, Ting Hu, Mingkai Wang, Qixin Chang, Siyue Sui, Weihao Sun, Jiaxin Hu, Jun Yao, Zekun Yin, Cheng Qian, Ying Zhang, Yinfei Pan, Yu Yang, Weiguo Liu:
FastAttention: Extend FlashAttention2 to NPUs and Low-resource GPUs. CoRR abs/2410.16663 (2024) - [i2]Zehua Pei, Hui-Ling Zhen, Xianzhi Yu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu:
FuseGPT: Learnable Layers Fusion of Generative Pre-trained Transformers. CoRR abs/2411.14507 (2024) - 2023
- [c5]Junqing Lin, Honghe Zhang, Xiaolong Shi, Jingwei Sun, Xianzhi Yu, Jun Yao, Guangzhong Sun:
EC-SpMM: Efficient Compilation of SpMM Kernel on GPUs. ICPP 2023: 21-30 - 2022
- [j2]Jiansong Li, Xueying Wang, Xiaobing Chen, Guangli Li, Xiao Dong, Peng Zhao, Xianzhi Yu, Yongxin Yang, Wei Cao, Lei Liu, Xiaobing Feng:
An Application-oblivious Memory Scheduling System for DNN Accelerators. ACM Trans. Archit. Code Optim. 19(4): 47:1-47:26 (2022) - [c4]Yijun Tan, Kai Han, Kang Zhao, Xianzhi Yu, Zidong Du, Yunji Chen, Yunhe Wang, Jun Yao:
Accelerating Sparse Convolution with Column Vector-Wise Sparsity. NeurIPS 2022 - [c3]Hengchao Shang, Ting Hu, Daimeng Wei, Zongyao Li, Xianzhi Yu, Jianfei Feng, Ting Zhu, Lizhi Lei, Shimin Tao, Hao Yang, Ying Qin, Jinlong Yang, Zhiqiang Rao, Zhengzhe Yu:
HW-TSC's Submission for the WMT22 Efficiency Task. WMT 2022: 677-681 - 2021
- [j1]Guangming Tan, Chaoyang Shui, Yinshan Wang, Xianzhi Yu, Yujin Yan:
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems. IEEE Trans. Parallel Distributed Syst. 32(9): 2367-2380 (2021) - [c2]Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng:
Pinpointing the Memory Behaviors of DNN Training. ISPASS 2021: 217-219 - [i1]Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng:
Pinpointing the Memory Behaviors of DNN Training. CoRR abs/2104.00258 (2021) - 2020
- [c1]Chaoyang Shui, Xianzhi Yu, Yujin Yan, Yinshan Wang, Ke Meng, Guangming Tan:
Revisiting linpack algorithm on large-scale CPU-GPU heterogeneous systems. PPoPP 2020: 411-412
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