Chengxu Liu

According to our database, Chengxu Liu authored at least 25 papers between 2021 and 2025.

Collaborative distances:

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

2025

An Adaptive and Scalable Framework for Resource-Efficient Deployment of Mixture of Experts in LLM-Based Intelligent IoT Networks.

Chengxu Liu, Yangfan Li, Cen Chen, Hailan Kuang, Xiaolin Ma, Xiaofeng Zou, Jing Liu, Zeyu Lu, Zhaoyuan Zhang, Xinhua Liu

IEEE Internet Things J., July, 2025

Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model.

Chengxu Liu, Lu Qi, Jinshan Pan, Xueming Qian, Ming-Hsuan Yang

CoRR, July, 2025

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing.

Chengxu Liu, Lu Qi, Jinshan Pan, Xueming Qian, Ming-Hsuan Yang

CoRR, July, 2025

Enhancing Automated Vending Machine Product Recognition Through Depth-Guided Regression Refinement.

Jinjin Qian, Chengxu Liu, Yubin Ai, Guoshuai Zhao, Xueming Qian

IEEE Trans. Ind. Informatics, June, 2025

TSAL: Few-shot Text Segmentation Based on Attribute Learning.

Chenming Li, Chengxu Liu, Yuanting Fan, Xiao Jin, Xingsong Hou, Xueming Qian

CoRR, April, 2025

InstanceSR: Efficient Reconstructing Small Object With Differential Instance-Level Super-Resolution.

Yuanting Fan, Chengxu Liu, Ruhao Tian, Xueming Qian

IEEE Trans. Circuits Syst. Video Technol., March, 2025

Rethinking Label Assignment and Sampling Strategies for Two-Stage Oriented Object Detection.

Jinjin Qian, Chengxu Liu, Yubin Ai, Guoshuai Zhao, Xueming Qian

IEEE Geosci. Remote. Sens. Lett., 2025

Channel grouping vision transformer for lightweight fruit and vegetable recognition.

Chengxu Liu, Weiqing Min, Jingru Song, Yancun Yang, Guorui Sheng, Tao Yao, Lili Wang, Shuqiang Jiang

Expert Syst. Appl., 2025

2024

HF-HRNet: A Simple Hardware Friendly High-Resolution Network.

Hao Zhang, Yujie Dun, Yixuan Pei, Shenqi Lai, Chengxu Liu, Kaipeng Zhang, Xueming Qian

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Split-Check: Boosting Product Recognition via Instance-Level Retrieval.

Chengxu Liu, Zongyang Da, Yuanzhi Liang, Yao Xue, Guoshuai Zhao, Xueming Qian

IEEE Trans. Ind. Informatics, March, 2024

AJENet: Adaptive Joints Enhancement Network for Abnormal Behavior Detection in Office Scenario.

Chengxu Liu, Yaru Zhang, Yao Xue, Xueming Qian

IEEE Trans. Circuits Syst. Video Technol., March, 2024

Product Recognition for Unmanned Vending Machines.

Chengxu Liu, Zongyang Da, Yuanzhi Liang, Yao Xue, Guoshuai Zhao, Xueming Qian

IEEE Trans. Neural Networks Learn. Syst., February, 2024

SDPDet: Learning Scale-Separated Dynamic Proposals for End-to-End Drone-View Detection.

Nengzhong Yin, Chengxu Liu, Ruhao Tian, Xueming Qian

IEEE Trans. Multim., 2024

QueryCDR: Query-Based Controllable Distortion Rectification Network for Fisheye Images.

Pengbo Guo, Chengxu Liu, Xingsong Hou, Xueming Qian

Proceedings of the Computer Vision - ECCV 2024, 2024

AdaDiffSR: Adaptive Region-Aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution.

Yuanting Fan, Chengxu Liu, Nengzhong Yin, Changlong Gao, Xueming Qian

Proceedings of the Computer Vision - ECCV 2024, 2024

Motion-Adaptive Separable Collaborative Filters for Blind Motion Deblurring.

Chengxu Liu, Xuan Wang, Xiangyu Xu, Ruhao Tian, Shuai Li, Xueming Qian, Ming-Hsuan Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera.

Chengxu Liu, Xuan Wang, Yuanting Fan, Shuai Li, Xueming Qian

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Anomaly detection framework for unmanned vending machines.

Zongyang Da, Yujie Dun, Chengxu Liu, Yuanzhi Liang, Yao Xue, Xueming Qian

Knowl. Based Syst., February, 2023

4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement.

Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian

IEEE Trans. Image Process., 2023

TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation.

Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian

IEEE Trans. Image Process., 2023

FSI: Frequency and Spatial Interactive Learning for Image Restoration in Under-Display Cameras.

Chengxu Liu, Xuan Wang, Shuai Li, Yuzhi Wang, Xueming Qian

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CSDA: Learning Category-Scale Joint Feature for Domain Adaptive Object Detection.

Changlong Gao, Chengxu Liu, Yujie Dun, Xueming Qian

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Food recognition via an efficient neural network with transformer grouping.

Guorui Sheng, Shuqi Sun, Chengxu Liu, Yancun Yang

Int. J. Intell. Syst., December, 2022

Learning Trajectory-Aware Transformer for Video Super-Resolution.

Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Food and Ingredient Joint Learning for Fine-Grained Recognition.

Chengxu Liu, Yuanzhi Liang, Yao Xue, Xueming Qian, Jianlong Fu

IEEE Trans. Circuits Syst. Video Technol., 2021