Kunpeng Xie

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Parallel Implementation

Histological Images

Top Venues

Future Gener. Comput. Syst.

Publications

Johannes Raufeisen, Kunpeng Xie, Fabian Hörst, Till Braunschweig, Jianning Li, Jens Kleesiek, Rainer Röhrig, Jan Egger, Bastian Leibe, Frank Hölzle, Alexander Hermans, Behrus Puladi
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. CoRR (2024)
Johannes Raufeisen, Kunpeng Xie, Fabian Hörst, Till Braunschweig, Jianning Li, Jens Kleesiek, Rainer Röhrig, Jan Egger, Bastian Leibe, Frank Hölzle, Alexander Hermans, Behrus Puladi
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. Comput. Methods Programs Biomed. 252 (2024)
Yi Wan, Xianzhong Xie, Junfan Chen, Kunpeng Xie, Dezhi Yi, Ye Lu, Keke Gai
ADS-CNN: Adaptive Dataflow Scheduling for lightweight CNN accelerator on FPGAs. Future Gener. Comput. Syst. 158 (2024)
Kunpeng Xie, Ye Lu, Xinyu He, Dezhi Yi, Huijuan Dong, Yao Chen
Winols: A Large-Tiling Sparse Winograd CNN Accelerator on FPGAs. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Cheng Gong, Ye Lu, Kunpeng Xie, Zongming Jin, Tao Li, Yanzhi Wang
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Cheng Gong, Ye Lu, Kunpeng Xie, Zongming Jin, Tao Li, Yanzhi Wang
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks. CoRR (2021)
Ye Lu, Kunpeng Xie, Guanbin Xu, Han Dong, Cheng Li, Tao Li
MTFC: A Multi-GPU Training Framework for Cube-CNN-Based Hyperspectral Image Classification. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Fangxin Liu, Kunpeng Xie, Cheng Gong, Shusheng Liu, Ye Lu, Tao Li
LHC: A Low-Power Heterogeneous Computing Method on Neural Network Accelerator. ICPADS (2019)
Yingqi Gao, Kunpeng Xie, Song Guo, Kai Wang, Hong Kang, Tao Li
Random Inception Module and Its Parallel Implementation. APPT (2019)
Lin Zhang, Xueshuo Xie, Kunpeng Xie, Zhi Wang, Ye Lu, Yujun Zhang
An Efficient Log Parsing Algorithm Based on Heuristic Rules. APPT (2019)
Cooper J. Park, Keir J. Macartney, Junfu Shen, Kunpeng Xie, Xin Zhang, R. Daniel Bergeron, W. Kelley Thomas, Cheryl P. Andam, Anthony Westbrook
A Novel Approach for Increasing Taxonomic Resolution in Protein-Based Alignments. BCB (2018)