Juncan Deng

13 papers A* 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
MVQ: Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization.
ASPLOS (1)
Shuaiting Li, Chengxuan Wang, Juncan Deng, Zeyu Wang, Zewen Ye, Zongsheng Wang, Haibin Shen, Kejie Huang
2025 J jnl
SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting.
CoRR
Shuaiting Li, Juncan Deng, Chenxuan Wang, Kedong Xu, Rongtao Deng, Hong Gu, Haibin Shen, Kejie Huang
2025 A* conf
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers.
AAAI
Juncan Deng, Shuaiting Li, Zeyu Wang, Hong Gu, Kedong Xu, Kejie Huang
2025 J jnl
ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba.
CoRR
Juncan Deng, Shuaiting Li, Zeyu Wang, Kedong Xu, Hong Gu, Kejie Huang
2024 J jnl
DiffX: Guide Your Layout to Cross-Modal Generative Modeling.
CoRR
Zeyu Wang, Jingyu Lin, Yifei Qian, Yi Huang, Shicen Tian, Bosong Chai, Juncan Deng, Lan Du, Cunjian Chen, Yufei Guo, Kejie Huang
2024 J jnl
Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion.
CoRR
Shuaiting Li, Juncan Deng, Zeyu Wang, Hong Gu, Kedong Xu, Haibin Shen, Kejie Huang
2024 J jnl
MVQ:Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization.
CoRR
Shuaiting Li, Chengxuan Wang, Juncan Deng, Zeyu Wang, Zewen Ye, Zongsheng Wang, Haibin Shen, Kejie Huang
2024 J jnl
VQ4ALL: Efficient Neural Network Representation via a Universal Codebook.
CoRR
Juncan Deng, Shuaiting Li, Zeyu Wang, Hong Gu, Kedong Xu, Kejie Huang
2024 J jnl
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers.
CoRR
Juncan Deng, Shuaiting Li, Zeyu Wang, Hong Gu, Kedong Xu, Kejie Huang
2021 — conf
Long-Awaited Next-Generation Road Damage Detection and Localization System is Finally Here.
EUSIPCO
Rui Fan, Jintao Cheng, Yang Yu, Juncan Deng, George C. Giakos, Ioannis Pitas
2021 — conf
Property Similarity Line Segment Detector.
IST
Juncan Deng, Jintao Cheng, Weibo Cai, Yubin Zhou, Rui Fan, Kaiqing Luo
2021 — conf
Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization.
ROBIO
Kengdong Lu, Jintao Cheng, Yubin Zhou, Juncan Deng, Rui Fan, Kaiqing Luo
2021 J jnl
Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization.
CoRR
Kengdong Lu, Jintao Cheng, Yubin Zhou, Juncan Deng, Rui Fan, Kaiqing Luo