Xiaqing Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

Layered Architecture

Diffusion Models

Convolutional Neural Networks

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. CoRR (2024)
Xiaqing Li, Qi Guo, Guangyan Zhang, Siwei Ye, Guanhua He, Yiheng Yao, Rui Zhang, Yifan Hao, Zidong Du, Weimin Zheng
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Weihao Kong, Yifan Hao, Qi Guo, Yongwei Zhao, Xinkai Song, Xiaqing Li, Mo Zou, Zidong Du, Rui Zhang, Chang Liu, Yuanbo Wen, Pengwei Jin, Xing Hu, Wei Li, Zhiwei Xu, Tianshi Chen
Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. ISCA (2024)
Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu
Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. MICRO (2023)
Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen
BALTO: fast tensor program optimization with diversity-based active learning. ICLR (2023)
Wenkai He, Xiaqing Li, Xinkai Song, Yifan Hao, Rui Zhang, Zidong Du, Yunji Chen
Chip design with machine learning: a survey from algorithm perspective. Sci. China Inf. Sci. 66 (11) (2023)
Jun Bi, Qi Guo, Xiaqing Li, Yongwei Zhao, Yuanbo Wen, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi Chen
Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators. ASPLOS (3) (2023)
Yifan Hao, Yongwei Zhao, Chenxiao Liu, Zidong Du, Shuyao Cheng, Xiaqing Li, Xing Hu, Qi Guo, Zhiwei Xu, Tianshi Chen
Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. MICRO (2022)
Yuanbo Wen, Qi Guo, Qiang Fu, Xiaqing Li, Jianxing Xu, Yanlin Tang, Yongwei Zhao, Xing Hu, Zidong Du, Ling Li, Chao Wang, Xuehai Zhou, Yunji Chen
BabelTower: Learning to Auto-parallelized Program Translation. ICML (2022)
Xiaqing Li, Guangyan Zhang, Weimin Zheng
SmartTuning: Selecting Hyper-Parameters of a ConvNet System for Fast Training and Small Working Memory. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Zhenshan Bao, Junnan Guo, Xiaqing Li, Wenbo Zhang
MSCU: Accelerating CNN Inference with Multiple Sizes of Compute Unit on FPGAs. MCSoC (2021)
Xiaqing Li, Guangyan Zhang, Zhufan Wang, Weimin Zheng
HyConv: Accelerating Multi-Phase CNN Computation by Fine-Grained Policy Selection. IEEE Trans. Parallel Distributed Syst. 30 (2) (2019)
Wen Lai, Xiaobing Zhao, Xiaqing Li
Research on Chinese-Tibetan Neural Machine Translation. CCL (2018)
Xiaqing Li, Guangyan Zhang, H. Howie Huang, Zhufan Wang, Weimin Zheng
Performance Analysis of GPU-Based Convolutional Neural Networks. ICPP (2016)
Shengtao Fan, Xiaqing Li, Li Zuo, Yunhua Li
A new asynchronous parallel load flow calculation algorithm. RAM (2008)