Juncan Deng

According to our database, Juncan Deng authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba.

Juncan Deng, Shuaiting Li, Zeyu Wang, Kedong Xu, Hong Gu, Kejie Huang

CoRR, March, 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, March, 2025

MVQ: Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization.

Shuaiting Li, Chengxuan Wang, Juncan Deng, Zeyu Wang, Zewen Ye, Zongsheng Wang, Haibin Shen, Kejie Huang

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers.

Juncan Deng, Shuaiting Li, Zeyu Wang, Hong Gu, Kedong Xu, Kejie Huang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

MVQ:Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization.

Shuaiting Li, Chengxuan Wang, Juncan Deng, Zeyu Wang, Zewen Ye, Zongsheng Wang, Haibin Shen, Kejie Huang

CoRR, 2024

VQ4ALL: Efficient Neural Network Representation via a Universal Codebook.

Juncan Deng, Shuaiting Li, Zeyu Wang, Hong Gu, Kedong Xu, Kejie Huang

CoRR, 2024

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion.

Shuaiting Li, Juncan Deng, Zeyu Wang, Hong Gu, Kedong Xu, Haibin Shen, Kejie Huang

CoRR, 2024

DiffX: Guide Your Layout to Cross-Modal Generative Modeling.

Zeyu Wang, Jingyu Lin, Yifei Qian, Yi Huang, Shicen Tian, Bosong Chai, Juncan Deng, Lan Du, Cunjian Chen, Yufei Guo, Kejie Huang

CoRR, 2024

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, Kaiqing Luo

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Property Similarity Line Segment Detector.

Juncan Deng, Jintao Cheng, Weibo Cai, Yubin Zhou, Rui Fan, Kaiqing Luo

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Long-Awaited Next-Generation Road Damage Detection and Localization System is Finally Here.

Rui Fan, Jintao Cheng, Yang Yu, Juncan Deng, George C. Giakos, Ioannis Pitas

Proceedings of the 29th European Signal Processing Conference, 2021