Xuechao Wei

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

High Scalability

Hybrid Architecture

Memory Management

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Yifei Li, Bole Zhou, Jiejing Zhang, Xuechao Wei, Yinghan Li, Yingda Chen
RadiK: Scalable and Optimized GPU-Parallel Radix Top-K Selection. ICS (2024)
Yifei Li, Bole Zhou, Jiejing Zhang, Xuechao Wei, Yinghan Li, Yingda Chen
POSTER: RadiK: Scalable Radix Top-K Selection on GPUs. PPoPP (2024)
Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie
Klotski: DNN Model Orchestration Framework for Dataflow Architecture Accelerators. ICCAD (2023)
Zhengzheng Ma, Tuo Dai, Xuechao Wei, Guojie Luo
Dataflow for Transposed Convolution Acceleration on FPGA. ACM Trans. Embed. Comput. Syst. 22 (6) (2023)
Bizhao Shi, Jiaxi Zhang, Zhuolun He, Xuechao Wei, Sicheng Li, Guojie Luo, Hongzhong Zheng, Yuan Xie
Efficient Super-Resolution System With Block-Wise Hybridization and Quantized Winograd on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Chen Bai, Jiayi Huang, Xuechao Wei, Yuzhe Ma, Sicheng Li, Hongzhong Zheng, Bei Yu, Yuan Xie
ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis. MICRO (2023)
Zhe Zhou, Cong Li, Xuechao Wei, Xiaoyang Wang, Guangyu Sun
GNNear: Accelerating Full-Batch Training of Graph Neural Networks with near-Memory Processing. PACT (2022)
Sicheng Li, Chen Bai, Xuechao Wei, Bizhao Shi, Yen-Kuang Chen, Yuan Xie
2022 ICCAD CAD Contest Problem C: Microarchitecture Design Space Exploration. ICCAD (2022)
Zhe Zhou, Xuechao Wei, Jiejing Zhang, Guangyu Sun
PetS: A Unified Framework for Parameter-Efficient Transformers Serving. USENIX Annual Technical Conference (2022)
Zhe Zhou, Cong Li, Xuechao Wei, Guangyu Sun
GCNear: A Hybrid Architecture for Efficient GCN Training with Near-Memory Processing. CoRR (2021)
Liancheng Jia, Liqiang Lu, Xuechao Wei, Yun Liang
Generating Systolic Array Accelerators With Reusable Blocks. IEEE Micro 40 (4) (2020)
Runbin Shi, Yuhao Ding, Xuechao Wei, He Li, Hang Liu, Hayden Kwok-Hay So, Caiwen Ding
FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability. DAC (2020)
Runbin Shi, Yuhao Ding, Xuechao Wei, Hang Liu, Hayden Kwok-Hay So, Caiwen Ding
FTDL: An FPGA-tailored Architecture for Deep Learning Systems. FPGA (2020)
Xuechao Wei, Yun Liang, Jason Cong
Overcoming Data Transfer Bottlenecks in FPGA-based DNN Accelerators via Layer Conscious Memory Management. DAC (2019)
Xuechao Wei, Yun Liang, Peng Zhang, Cody Hao Yu, Jason Cong
Overcoming Data Transfer Bottlenecks in DNN Accelerators via Layer-Conscious Memory Managment. FPGA (2019)
Jiaxi Zhang, Wentai Zhang, Guojie Luo, Xuechao Wei, Yun Liang, Jason Cong
Frequency Improvement of Systolic Array-Based CNNs on FPGAs. ISCAS (2019)
Xuechao Wei, Yun Liang, Xiuhong Li, Cody Hao Yu, Peng Zhang, Jason Cong
TGPA: tile-grained pipeline architecture for low latency CNN inference. ICCAD (2018)
Xuechao Wei, Yun Liang, Tao Wang, Songwu Lu, Jason Cong
Throughput optimization for streaming applications on CPU-FPGA heterogeneous systems. ASP-DAC (2017)
Xuechao Wei, Cody Hao Yu, Peng Zhang, Youxiang Chen, Yuxin Wang, Han Hu, Yun Liang, Jason Cong
Automated Systolic Array Architecture Synthesis for High Throughput CNN Inference on FPGAs. DAC (2017)
Mengjie Mao, Hong An, Tao Sun, Qi Li, Bobin Deng, Xuechao Wei, Junrui Zhou
Distributed Control Independence for Composable Multi-processors. ACIS-ICIS (2012)
Gu Liu, Hong An, Wenting Han, Xiaoqiang Li, Tao Sun, Wei Zhou, Xuechao Wei, Xulong Tang
FlexBFS: a parallelism-aware implementation of breadth-first search on GPU. PPOPP (2012)
Mengjie Mao, Hong An, Bobin Deng, Tao Sun, Xuechao Wei, Wei Zhou, Wenting Han
Distributed replay protocol for distributed uniprocessors. ICS (2012)