Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble. - Xu Zou 002; Sheng Zhong 001; Luxin Yan; Xiangyun Zhao; Jiahuan Zhou; Ying Wu 001 (ICCV, 2019)

Morphable Detector for Object Detection on Demand. - Xiangyun Zhao; Xu Zou 002; Ying Wu 001 (ICCV, 2021)

Learning Oriented Remote Sensing Object Detection via Naive Geometric Computing. - Yanjie Wang; Xu Zou 002; Zhijun Zhang 009; Wenhui Xu; Liqun Chen; Sheng Zhong 001; Luxin Yan; Guodong Wang 001 (CoRR, 2021)

Category-Aware Aircraft Landmark Detection. - Yi Li 033; Yi Chang 002; Yuntong Ye; Xu Zou 002; Sheng Zhong 001; Luxin Yan (IEEE Signal Process. Lett., 2021)

Towards Unconstrained Facial Landmark Detection Robust to Diverse Cropping Manners. - Xu Zou 002; Peng Xiao; Jianhui Wang; Luxin Yan; Sheng Zhong 001; Ying Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Category-Aware Transformer Network for Better Human-Object Interaction Detection. - Leizhen Dong; Zhimin Li; Kunlun Xu; Zhijun Zhang 009; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (CVPR, 2022)

High-Fidelity Variable-Rate Image Compression via Invertible Activation Transformation. - Shilv Cai; Zhijun Zhang 009; Liqun Chen; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (ACM Multimedia, 2022)

Effective actor-centric human-object interaction detection. - Kunlun Xu; Zhimin Li; Zhijun Zhang 009; Leizhen Dong; Wenhui Xu; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (Image Vis. Comput., 2022)

Learning dynamic background for weakly supervised moving object detection. - Zhijun Zhang 009; Yi Chang 002; Sheng Zhong 001; Luxin Yan; Xu Zou 002 (Image Vis. Comput., 2022)

Jointly Optimizing Image Compression with Low-light Image Enhancement. - Shilv Cai; Xu Zou 002; Liqun Chen; Luxin Yan; Sheng Zhong 001 (CoRR, 2023)

A Grammatical Compositional Model for Video Action Detection. - Zhijun Zhang 009; Xu Zou 002; Jiahuan Zhou; Sheng Zhong 001; Ying Wu 001 (CoRR, 2023)

Multiscale Multilevel Residual Feature Fusion for Real-Time Infrared Small Target Detection. - Hai Xu; Sheng Zhong 001; Tianxu Zhang; Xu Zou 002 (IEEE Trans. Geosci. Remote. Sens., 2023)

Make Lossy Compression Meaningful for Low-Light Images. - Shilv Cai; Liqun Chen; Sheng Zhong 001; Luxin Yan; Jiahuan Zhou; Xu Zou 002 (AAAI, 2024)

LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-identification. - Kunlun Xu; Xu Zou 002; Jiahuan Zhou (AAAI, 2024)

SNIDA: Unlocking Few-Shot Object Detection with Non-Linear Semantic Decoupling Augmentation. - Yanjie Wang; Xu Zou 002; Luxin Yan; Sheng Zhong 001; Jiahuan Zhou (CVPR, 2024)

Distribution-Aware Knowledge Prototyping for Non-Exemplar Lifelong Person Re-Identification. - Kunlun Xu; Xu Zou 002; Yuxin Peng; Jiahuan Zhou (CVPR, 2024)

Powerful Lossy Compression for Noisy Images. - Shilv Cai; Xiaoguo Liang; Shuning Cao; Luxin Yan; Sheng Zhong 001; Liqun Chen; Xu Zou 002 (ICME, 2024)

Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem. - Qiwen Zhu; Yanjie Wang; Shilv Cai; Liqun Chen; Jiahuan Zhou; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (ACM Multimedia, 2024)

Real-Time Infrared Small Target Detection With Nonlocal Spatial-Temporal Feature Fusion. - Hai Xu; Sheng Zhong 001; Tianxu Zhang; Xu Zou 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Catenary Insulator Defect Detection: A Dataset and an Unsupervised Baseline. - Tao Zhang; Sheng Zhong 001; Wenhui Xu; Luxin Yan; Xu Zou 002 (IEEE Trans. Instrum. Meas., 2024)

I2C: Invertible Continuous Codec for High-Fidelity Variable-Rate Image Compression. - Shilv Cai; Liqun Chen; Zhijun Zhang 009; Xiangyun Zhao; Jiahuan Zhou; Yuxin Peng; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Learning Oriented Object Detection via Naive Geometric Computing. - Yanjie Wang; Zhijun Zhang 009; Wenhui Xu; Liqun Chen; Guodong Wang 001; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes. - Yiyuan Liang; Zhiying Yan; Liqun Chen; Jiahuan Zhou; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (AAAI, 2025)

Incremental Object Keypoint Learning. - Mingfu Liang; Jiahuan Zhou; Xu Zou 002; Ying Wu 001 (CVPR, 2025)

STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding. - Zichen Liu; Kunlun Xu; Bing Su; Xu Zou 002; Yuxin Peng; Jiahuan Zhou (CVPR, 2025)

High-dimension Prototype is a Better Incremental Object Detection Learner. - Yanjie Wang; Liqun Chen; Tianming Zhao 003; Tao Zhang; Guodong Wang 001; Luxin Yan; Sheng Zhong 001; Jiahuan Zhou; Xu Zou 002 (ICLR, 2025)

Consistent Learning of Sparse Background Features for Infrared Small-Target Labeling. - Hai Xu; Hui Zhou; Sheng Zhong 001; Luxin Yan; Xu Zou 002 (IEEE Trans. Geosci. Remote. Sens., 2025)

Robust Point Cloud Registration via Patch Matching. - Tianming Zhao 003; Tian Tian 006; Xu Zou 002; Luxin Yan; Sheng Zhong 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Hunt Camouflaged Objects via Revealing Mutation Regions. - Xinyue Zhang 009; Jiahuan Zhou; Luxin Yan; Sheng Zhong 001; Xu Zou 002 (IEEE Trans. Inf. Forensics Secur., 2025)

Divide-and-Conquer: Dual-Hierarchical Optimization for Semantic 4D Gaussian Spatting. - Zhiying Yan; Yiyuan Liang; Shilv Cai; Tao Zhang; Sheng Zhong 001; Luxin Yan; Xu Zou 002 (CoRR, 2025)

Token Coordinated Prompt Attention is Needed for Visual Prompting. - Zichen Liu; Xu Zou 002; Gang Hua 001; Jiahuan Zhou (CoRR, 2025)

GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model. - Zixiang Ai; Zichen Liu; Yuanhang Lei; Zhenyu Cui; Xu Zou 002; Jiahuan Zhou (CoRR, 2025)

Componential Prompt-Knowledge Alignment for Domain Incremental Learning. - Kunlun Xu; Xu Zou 002; Gang Hua 001; Jiahuan Zhou (CoRR, 2025)

Self-Reinforcing Prototype Evolution with Dual-Knowledge Cooperation for Semi-Supervised Lifelong Person Re-Identification. - Kunlun Xu; Fan Zhuo; Jiangmeng Li; Xu Zou 002; Jiahuan Zhou (CoRR, 2025)

Long Short-Term Knowledge Decomposition and Consolidation for Lifelong Person Re-Identification. - Kunlun Xu; Zichen Liu; Xu Zou 002; Yuxin Peng; Jiahuan Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2025)