COSA:Co-Operative Systolic Arrays for Multi-head Attention Mechanism in Neural Network using Hybrid Data Reuse and Fusion Methodologies. - Zhican Wang; Gang Wang 063; Honglan Jiang; Ningyi Xu; Guanghui He (DAC, 2023)

Low-Complexity Precision-Scalable Multiply-Accumulate Unit Architectures for Deep Neural Network Accelerators. - Wenjie Li 003; Aokun Hu; Gang Wang 063; Ningyi Xu; Guanghui He (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing. - Yansong Xu; Dongxu Lyu; Zhenyu Li; Yuzhou Chen; Zilong Wang; Gang Wang 063; Zhican Wang; Haomin Li 002; Guanghui He (DAC, 2024)

Hardware-oriented algorithms for softmax and layer normalization of large language models. - Wenjie Li 003; Dongxu Lyu; Gang Wang 063; Aokun Hu; Ningyi Xu; Guanghui He (Sci. China Inf. Sci., 2024)

BSViT: A Bit-Serial Vision Transformer Accelerator Exploiting Dynamic Patch and Weight Bit-Group Quantization. - Gang Wang 063; Siqi Cai; Wenjie Li 003; Dongxu Lyu; Guanghui He (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

COSA Plus: Enhanced Co-Operative Systolic Arrays for Attention Mechanism in Transformers. - Zhican Wang; Gang Wang 063; Guanghui He (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Adaptive Two-Range Quantization and Hardware Co-Design for Large Language Model Acceleration. - Siqi Cai; Gang Wang 063; Wenjie Li 003; Dongxu Lyu; Guanghui He (IEEE J. Emerg. Sel. Topics Circuits Syst., 2025)

Efficient Hardware Architecture Design for Rotary Position Embedding of Large Language Models. - Wenjie Li 003; Gang Wang 063; Dongxu Lyu; Ningyi Xu; Guanghui He (IEEE J. Emerg. Sel. Topics Circuits Syst., 2025)

An Efficient Multi-View Cross-Attention Accelerator for Vision-Centric 3D Perception in Autonomous Driving. - Dongxu Lyu; Zhenyu Li; Yansong Xu; Gang Wang 063; Wenjie Li 003; Yuzhou Chen; Liyan Chen; Weifeng He; Guanghui He (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

OFQ-LLM: Outlier-Flexing Quantization for Efficient Low-Bit Large Language Model Acceleration. - Gang Wang 063; Siqi Cai; Wenjie Li 003; Dongxu Lyu; Guanghui He (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)