Biography
Ph.D student in Communication and Information Engineering, enrolled in 2024.
Interests
- Neural Network Hardware Accelerators
- Model Compression and Algorithm Optimization
Publications
Conference Papers
2025
[IEEE ISCAS]
"MPQA: Mixed-Precision Quantization Accelerator for CNN Inference"
,
in 2025 IEEE International Symposium on Circuits and Systems (ISCAS),
2025
DOI
2024
[IEEE ISCAS]
"Hybrid-Grained Pruning and Hardware Acceleration for Convolutional Neural Networks"
,
in 2024 IEEE International Symposium on Circuits and Systems (ISCAS),
2024
DOI
2023
[IEEE ASICON 2023]
"Loop-Tiling Based Compiling Optimization for Cnn Accelerators"
,
in 2023 IEEE 15th International Conference on ASIC (ASICON),
2023
DOI
Journal Articles
2025
[Neurocomputing]
"Efficient Network Compression via Gradient-Score Aware Pruning"
,
in Neurocomputing,
2025
DOI
[IEEE ESL]
"An Agile Systolic Array-Based Hardware Accelerator for Scalable Multi-Head Self-Attention"
,
in IEEE Embedded Systems Letters,
2025
DOI
[IEEE TCAD]
"A Heterogeneous CNN Compilation Framework for RISC-V CPU and NPU Integration Based on ONNX-MLIR"
,
in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,
2025
DOI
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