Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion. - Shuaiting Li; Juncan Deng; Zeyu Wang 010; Hong Gu; Kedong Xu; Haibin Shen; Kejie Huang (CoRR, 2024)

VQ4ALL: Efficient Neural Network Representation via a Universal Codebook. - Juncan Deng; Shuaiting Li; Zeyu Wang 010; Hong Gu; Kedong Xu; Kejie Huang (CoRR, 2024)

MVQ:Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization. - Shuaiting Li; Chengxuan Wang; Juncan Deng; Zeyu Wang 010; Zewen Ye; Zongsheng Wang; Haibin Shen; Kejie Huang (CoRR, 2024)

EWS: An Energy-Efficient CNN Accelerator With Enhanced Weight Stationary Dataflow. - Chengxuan Wang; Zongsheng Wang; Shuaiting Li; Yuanming Zhang; Haibin Shen; Kejie Huang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers. - Juncan Deng; Shuaiting Li; Zeyu Wang 010; Hong Gu; Kedong Xu; Kejie Huang (AAAI, 2025)

MVQ: Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization. - Shuaiting Li; Chengxuan Wang; Juncan Deng; Zeyu Wang 010; Zewen Ye; Zongsheng Wang; Haibin Shen; Kejie Huang (ASPLOS (1), 2025)

A 1FeFET-1T-1C based Compute-in-Memory Macro with Capacitor Reused Pipeline SAR ADC. - Minghan Jiang; Rui Xiao; Xinran Li; Shuaiting Li; Xiaolei Zhu; Yishu Zhang; Haibin Shen; Kejie Huang (ISCAS, 2025)

Cross-Modal Adaptation for Object Detection in Infrared Remote Sensing Imagery. - Zeyu Wang 010; Shuaiting Li; Kejie Huang (IEEE Geosci. Remote. Sens. Lett., 2025)

SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting. - Shuaiting Li; Juncan Deng; Chenxuan Wang; Kedong Xu; Rongtao Deng; Hong Gu; Haibin Shen; Kejie Huang (CoRR, 2025)

ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba. - Juncan Deng; Shuaiting Li; Zeyu Wang 010; Kedong Xu; Hong Gu; Kejie Huang (CoRR, 2025)