Chengxu Liu

According to our database, Chengxu Liu authored at least 30 papers between 2021 and 2026.

Collaborative distances:

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

2026

Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation.

Yimin Deng, Yuqing Fu, Derong Xu, Yejing Wang, Wei Ni, Jingtong Gao, Xiaopeng Li, Chengxu Liu, Xiao Han, Guoshuai Zhao, Xiangyu Zhao, Li Zhu, Xueming Qian

CoRR, January, 2026

Towards Better Distortion Feature Learning for Object Detection in Top-View Fisheye Cameras.

Pengbo Guo, Chengxu Liu, Xingsong Hou, Xueming Qian

IEEE Trans. Multim., 2026

Density-aware adaptive label assignment for end-to-end dense detection in drone images.

Chengxu Liu, Yunjie Chen, Nengzhong Yin, Guoshuai Zhao, Xueming Qian

Expert Syst. Appl., 2026

2025

DeRA: Decoupled Representation Alignment for Video Tokenization.

Pengbo Guo, Junke Wang, Zhen Xing, Chengxu Liu, Daoguo Dong, Xueming Qian, Zuxuan Wu

CoRR, December, 2025

Exploring Spectral Characteristics for Single Image Reflection Removal.

Pengbo Guo, Chengxu Liu, Guoshuai Zhao, Xingsong Hou, Jialie Shen, Xueming Qian

CoRR, September, 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

SLE: Out-of-Distribution Detection With Shallow Layer-Driven Enhancement.

Zhenni Yang, Chengxu Liu, Xueming Qian

IEEE Trans. Multim., 2025

Single-Domain Generalized Object Detection With Frequency Whitening and Contrastive Learning.

Xiaolong Guo, Chengxu Liu, Xueming Qian, Zhixiao Wang, Xubin Feng, Yao Xue

IEEE Trans. Multim., 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

Multi-Task Learning with Adaptive Fusion for Point-of-Interest Recommendation.

Bosong Yang, Chengxu Liu, Boyang Yan, Zimo Zhu

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

Learning Deblurring Texture Prior From Unpaired Data with Diffusion Model.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing.

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

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

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