Hybrid-Grained Pruning and Hardware Acceleration for Convolutional Neural Networks. - Yu Li 051; Shan Cao 001; Beining Zhao 001; Wei Zhang 001; Zhiyuan Jiang (ISCAS, 2024)

Packetized Pipelined Pillar Feature Net Accelerator for LiDAR 3D Object Detection. - Qingyu Deng; Xinyu Chen 007; Wei Zhang 001; Beining Zhao 001; Yuhang Gu; Shan Cao 001; Zhiyuan Jiang (ISCAS, 2025)

MPQA: Mixed-Precision Quantization Accelerator for CNN Inference. - Beining Zhao 001; Yu Li 051; Jiahao Zuo; Wei Zhang 001; Xinyu Chen 007; Shan Cao 001; Zhiyuan Jiang (ISCAS, 2025)

Near-Sensor LiDAR and Visual Feature Extraction and Communication for Low-Latency Roadside Cooperative Perception. - Wei Zhang 388; Yuhang Gu; Beining Zhao 001; Qingyu Deng; Xinyu Chen 007; Yi Shi 004; Limin Jiang; Shan Cao 001; Zhiyuan Jiang; Ruiqing Mao; Sheng Zhou 001 (IEEE Internet Things J., 2025)

A Heterogeneous CNN Compilation Framework for RISC-V CPU and NPU Integration Based on ONNX-MLIR. - Shan Cao 001; Meiling Yang; Yintao Liu 001; Yu Li 051; Beining Zhao 001; Xinyu Chen 007; Zhiyuan Jiang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

An Agile Systolic Array-Based Hardware Accelerator for Scalable Multi-Head Self-Attention. - Xinyu Chen 007; Yu Li 051; Beining Zhao 001; Yintao Liu 001; Shan Cao 001; Zhiyuan Jiang (IEEE Embed. Syst. Lett., 2026)