Wenqi Lou

University of Science and Technology of China

6H指数

50论文数

117被引数

收录论文 10

发表时间

An FPGA-based MAC Acceleration Architecture with Coarse-Grained Encoding for Bit-Level Sparsity 基于FPGA的粗粒度编码位级稀疏MAC加速架构

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2026-08-26

PREAI

Lei Gong; Yutong Chen; Chenming Zhang; Teng Wang; Wenqi Lou; Chao Wang; Xuehai Zhou

TETRIS: A Novel FPGA Virtualization Framework for Fine-grained Sharing via Hierarchical Reconfiguration TETRIS：一种基于层次化重构实现细粒度共享的新型FPGA虚拟化框架

ACM Transactions on Reconfigurable Technology and Systems

IF2.8

2026-03-01

PREAI

Teng, Wenbin; Lou, Wenqi; Wang, Teng; Gong, Lei; Wang, Chao; Zhou, Xuehai

CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA CoQMoE：面向FPGA上专家混合型视觉变换器的协同设计量化与计算编排

EURO-PAR 2025: PARALLEL PROCESSING, PT II

IF0

2026-01-01

PREAI

Dong, Jiale; Wu, Hao; Wang, Zihao; Lou, Wenqi; Zheng, Zhendong; Gong, Lei; Wang, Chao; Zhou, Xuehai

UniSparTa: A Unified Sparse Tensor Program Tuning Framework UniSparTa: 一种统一的稀疏张量程序调优框架

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2025-11-24

PREAI

Zihan Wang; Lei Gong; Xiangjun Qu; Cheng Tang; Wenqi Lou; Teng Wang; Qianyu Cheng; Xianglan Chen; Chao Wang; Xuehai Zhou

Picasso: Analyzing Prompt Design for Text-to-Image Generative Diffusion Models from a Temporal-Spatial Perspective Picasso: 从时空视角分析文本到图像生成扩散模型的提示设计

ACM Transactions on Multimedia Computing; Communications and Applications

IF0

2025-11-07

PREAI

Haoyu Cai; Wenqi Lou; Chao Wang; Xuehai Zhou

LORA: A Latency-Oriented Recurrent Architecture for Large Language Model on Multi-FPGA Platform With Communication Optimization LoRA：一种面向延迟的、具有通信优化的多FPGA平台上的大语言模型循环架构

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2025-11-06

PREAI

Zhendong Zheng; Qianyu Cheng; Teng Wang; Wenqi Lou; Lei Gong; Xianglan Chen; Chao Wang; Xuehai Zhou

UniCoX: A Unified Cost Model for Tensorized Program Tuning Across Ubiquitous Accelerators UniCoX：一种适用于通用加速器的张量化程序调优的统一成本模型

IEEE Transactions on Computers

IF3.8

2025-10-28

PREAI

Zihan Wang; Lei Gong; Wenqi Lou; Teng Wang; Qianyu Cheng; Xianglan Chen; Chao Wang; Xuehai Zhou

QLlama: An FPGA-Based Microscaling Quantization Accelerator for Energy-Efficient Llama2 Inference QLlama: 一种基于FPGA的微缩量化加速器，用于实现能效优化的Llama2推理

IEEE EMBEDDED SYSTEMS LETTERS

IF2

2025-10-01

PREAI

Wen, Hongbing; Wang, Zihao; Dong, Jiale; Lou, Wenqi; Gong, Lei; Wang, Chao; Zhou, Xuehai

MoE-Sched: Enabling Efficient FPGA Deployment of Mixture-of-Experts Vision Transformers via Coordinated Scheduling MoE-Sched：通过协调调度实现高效的FPGA部署Mixture-of-Experts Vision Transformers

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

IF3.1

2025-09-08

PREAI

Jiale Dong; Wenqi Lou; Hao Wu; Zhendong Zheng; Yunji Qin; Lei Gong; Chao Wang; Xuehai Zhou

OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution Algorithm OctCNN: 使用倍频程卷积算法的cnn高吞吐量FPGA加速器

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2021-01-01

PREAI

Lou, Wenqi; Lei Gong; Chao Wang; Du, Zidong; Zhou Xuehai

研究方向