Xiaqing Li

According to our database, Xiaqing Li authored at least 22 papers between 2008 and 2025.

Collaborative distances:

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

2025

NestQuant: Post-Training Integer-Nesting Quantization for On-Device DNN.

Jianhang Xie, Chuntao Ding, Xiaqing Li, Shenyuan Ren, Yidong Li, Zhichao Lu

CoRR, June, 2025

Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators.

Jun Bi, Yuanbo Wen, Xiaqing Li, Yongwei Zhao, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi Chen, Qi Guo

IEEE Trans. Computers, January, 2025

2024

FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space.

Xiaqing Li, Qi Guo, Guangyan Zhang, Siwei Ye, Guanhua He, Yiheng Yao, Rui Zhang, Yifan Hao, Zidong Du, Weimin Zheng

IEEE Trans. Parallel Distributed Syst., July, 2024

AGON: Automated Design Framework for Customizing Processors from ISA Documents.

Chongxiao Li, Di Huang, Pengwei Jin, Tianyun Ma, Husheng Han, Shuyao Cheng, Yifan Hao, Yongwei Zhao, Guanglin Xu, Zidong Du, Rui Zhang, Xiaqing Li, Yuanbo Wen, Yanjun Wu, Chen Zhao, Xing Hu, Qi Guo

CoRR, 2024

DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection.

Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Yunji Chen, Ling Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization.

Yi Chen, Yongwei Zhao, Yifan Hao, Yuanbo Wen, Yuntao Dai, Xiaqing Li, Yang Liu, Rui Zhang, Mo Zou, Xinkai Song, Xing Hu, Zidong Du, Huaping Chen, Qi Guo, Tianshi Chen

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

Cambricon-D: Full-Network Differential Acceleration for Diffusion Models.

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

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

Explainable and Layout-Aware Timing Prediction.

Zhengyang Lyu, Xiaqing Li, Zidong Du, Qi Guo

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

Revisiting Automatic Pipelining: Gate-level Forwarding and Speculation.

Shuyao Cheng, Chongxiao Li, Zidong Du, Rui Zhang, Xing Hu, Xiaqing Li, Guanglin Xu, Yuanbo Wen, Qi Guo

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing.

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

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Chip design with machine learning: a survey from algorithm perspective.

Wenkai He, Xiaqing Li, Xinkai Song, Yifan Hao, Rui Zhang, Zidong Du, Yunji Chen

Sci. China Inf. Sci., November, 2023

Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing.

Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

BALTO: fast tensor program optimization with diversity-based active learning.

Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators.

Jun Bi, Qi Guo, Xiaqing Li, Yongwei Zhao, Yuanbo Wen, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi Chen

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing.

Yifan Hao, Yongwei Zhao, Chenxiao Liu, Zidong Du, Shuyao Cheng, Xiaqing Li, Xing Hu, Qi Guo, Zhiwei Xu, Tianshi Chen

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

BabelTower: Learning to Auto-parallelized Program Translation.

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

Proceedings of the International Conference on Machine Learning, 2022

2021

SmartTuning: Selecting Hyper-Parameters of a ConvNet System for Fast Training and Small Working Memory.

Xiaqing Li, Guangyan Zhang, Weimin Zheng

IEEE Trans. Parallel Distributed Syst., 2021

MSCU: Accelerating CNN Inference with Multiple Sizes of Compute Unit on FPGAs.

Zhenshan Bao, Junnan Guo, Xiaqing Li, Wenbo Zhang

Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021

2019

HyConv: Accelerating Multi-Phase CNN Computation by Fine-Grained Policy Selection.

Xiaqing Li, Guangyan Zhang, Zhufan Wang, Weimin Zheng

IEEE Trans. Parallel Distributed Syst., 2019

2018

Research on Chinese-Tibetan Neural Machine Translation.

Wen Lai, Xiaobing Zhao, Xiaqing Li

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

2016

Performance Analysis of GPU-Based Convolutional Neural Networks.

Xiaqing Li, Guangyan Zhang, H. Howie Huang, Zhufan Wang, Weimin Zheng

Proceedings of the 45th International Conference on Parallel Processing, 2016

2008

A new asynchronous parallel load flow calculation algorithm.

Shengtao Fan, Xiaqing Li, Li Zuo, Yunhua Li

Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008