Xuefei Ning - Publications, H-index & Citations

Xuefei Ning

tsinghua university

20H指数

117论文数

1.6K被引数

收录论文 8

发表时间

CD-LLM: A Heterogeneous Multi-FPGA System for Batched Decoding of 70B+LLMs Using a Compute-Dedicated Architecture CD-LLM：一种用于批处理解码70B+LLM的计算专用异构多FPGA系统

ACM Transactions on Reconfigurable Technology and Systems

IF2.8

2026-03-01

PREAI

Ma, Wenheng; Yang, Xinhao; Zeng, Shulin; Liu, Tengxuan; Shen, Libo; Wang, Hongyi; Li, Shiyao; Hong, Ke; Zhu, Zhenhua; Ning, Xuefei; Ho, Tsung-Yi; Dai, Guohao; Wang, Yu

Towards Floating Point-Based AI Acceleration: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications 面向浮点数基础AI加速：非均匀数据格式与乘法量减少的混合近存储计算

ACM Transactions on Design Automation of Electronic Systems

IF2

2026-01-01

PREAI

Guo, Lidong; Zhu, Zhenhua; Ning, Xuefei; Liu, Tengxuan; Li, Shiyao; Dai, Guohao; Yang, Huazhong; Fu, Wangyang; Wang, Yu

USF++: A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models USF: 用于扩散概率模型的求解器搜索的统一采样框架

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-12-03

OAAI

Dongyun Zou; Enshu Liu; Xuefei Ning; Huazhong Yang; Yu Wang

A novel object detection model for sugar beet Cercospora leaf spot in field scenarios based on large kernel decomposition and spatial channel interaction attention 一种基于大核分解和空间通道交互注意力机制的新型甜菜尾孢菌叶斑病目标检测模型，适用于田间场景。

Engineering Applications of Artificial Intelligence

IF8

2025-09-19

PREAI

Hualong Dong; Yi Lu; Yurong Qian; Xuefei Ning; Ting Chen; Ke Tang

Searching for Energy-Efficient Hybrid Adder-Convolution Neural Networks

2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2022

IF0

2022-06-01

PREAI

Li, Wenshuo; Chen, Xinghao; Bai, Jinyu; Ning, Xuefei; Wang, Yunhe

Nonparametric Topic Modeling with Neural Inference

NEUROCOMPUTING

IF6.5

2020-07-01

OAAI

Ning, Xuefei; Zheng, Yin; Jiang, Zhuxi; Wang, Yu; Yang, Huazhong; Huang, Junzhou; Zhao, Peilin

Instruction Driven Cross-layer CNN Accelerator for Fast Detection on FPGA 指令驱动的跨层CNN加速器在FPGA上的快速检测

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2018-12-15

PREAI

Yu, Jincheng; Ge, Guangjun; Hu, Yiming; Ning, Xuefei; Qiu, Jiantao; Guo, Kaiyuan; Wang, Yu; Yang, Huazhong

FlashDecoding++Next: High Throughput LLM Inference With Latency and Memory Optimization FlashDecoding++Next：通过延迟与内存优化的高吞吐量LLM推理

IEEE Transactions on Computers

IF3.8

PREAI

Guohao Dai; Ke Hong; Qiuli Mao; Xiuhong Li; Jiaming Xu; Haofeng Huang; Hongtu Xia; Xuefei Ning; Shengen Yan; Yun Liang; Yu Wang

研究方向