Xizi Chen
Supervisor of Master's Candidates
Name (Simplified Chinese):Xizi Chen
Name (English):Xizi Chen
Name (Pinyin):chenxizi
Administrative Position:专任教师
Academic Titles:专任教师
Status:Employed
Education Level:博士
Degree:Doctoral degree
Business Address:华中农业大学第一综合楼B座413
E-Mail:
Alma Mater:The Hong Kong University of Science and Technology
Teacher College:College of Informatics
School/Department:Huazhong Agricultural University
Discipline:Computer Architecture Computer Applications Technology
Other Contact Information:
PostalAddress：
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Paper Publications
- Xizi Chen,Jingyang Zhu,Jingbo Jiang,Chi-Ying Tsui.Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD，CCF-A),2023,
- Late Breaking Results: Weight Decay is ALL You Need for Neural Network Sparsification.美国:2023 60th ACM/IEEE Design Automation Conference (DAC),2023,
- Xizi Chen,Jingyang Zhu,Jingbo Jiang,Chi-Ying Tsui.Tight Compression: Compressing CNN Model Tightly Through Unstructured Pruning and Simulated Annealing Based Permutation.57th Design Automation Conference (DAC, CCF-A),2020,
- Desheng Fu,Jingbo Jiang,Xiaomeng Wang,Jingyang Zhu,Chi-Ying Tsui.Exploiting the Irregular Input Sparsity in Systolic Array-based DNN Accelerators via Local Soft Pooling.Asia and South Pacific Design Automation Conference (ASP-DAC),
- Jiaqi Wang,Shiqi Miao,Na Qin.MA-HybridBTS: Modality-Aware Multi-Scale Hybrid 3D Conv-Transformer for Brain Tumor Segmentation.International Conference on Bioinformatics and Biomedicine (BIBM),
- Mengtong Wu,Xulei Zhao,Zonglin Yang.MSU3D: Multi-Scale 3D Convolutional Network for Lung Nodule Segmentation.International Conference on Bioinformatics and Biomedicine (BIBM),
- Accelerating Large Kernel Convolutions with Nested Winograd Transformation.2023 IFIP/IEEE 31st International Conference on Very Large Scale Integration (VLSI-SoC),2023,
- Xizi Chen,Jingbo Jiang,Jingyang Zhu,Chi-Ying Tsui.SubMac: Exploiting the Subword-Based Computation in RRAM-Based CNN Accelerator for Energy Saving and Speedup.Integration, the VLSI Journal (CCF-C),2019,
- Xizi Chen,Jingyang Zhu,Jingbo Jiang,Chi-Ying Tsui.CompRRAE: RRAM-Based Convolutional Neural Network Accelerator with Reduced Computations Through a Runtime Activation Estimation.24th Asia and South Pacific Design Automation Conference (ASP-DAC, CCF-C),2019,
- Xizi Chen,Jingbo Jiang,Jingyang Zhu,Chi-Ying Tsui.A High-Throughput and Energy-Efficient RRAM-Based Convolutional Neural Network Using Data Encoding and Dynamic Quantization.23rd Asia and South Pacific Design Automation Conference (ASP-DAC, CCF-C),2018,
