Long-Awaited Next-Generation Road Damage Detection and Localization System is Finally Here. - Rui Fan 001; Jintao Cheng; Yang Yu 028; Juncan Deng; George C. Giakos; Ioannis Pitas (EUSIPCO, 2021)

Property Similarity Line Segment Detector. - Juncan Deng; Jintao Cheng; Weibo Cai; Yubin Zhou; Rui Fan 001; Kaiqing Luo (IST, 2021)

Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization. - Kengdong Lu; Jintao Cheng; Yubin Zhou; Juncan Deng; Rui Fan 001; Kaiqing Luo (ROBIO, 2021)

DiffX: Guide Your Layout to Cross-Modal Generative Modeling. - Zeyu Wang 010; Jingyu Lin; Yifei Qian; Yi Huang; Shicen Tian; Bosong Chai; Juncan Deng; Lan Du 002; Cunjian Chen; Yufei Guo; Kejie Huang (CoRR, 2024)

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)

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)

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)