Semi-Supervised Semantic Segmentation via Dynamic Self-Training and Class-Balanced Curriculum. - Zhengyang Feng; Qianyu Zhou 001; Guangliang Cheng; Xin Tan 002; Jianping Shi; Lizhuang Ma (CoRR, 2020)

Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation. - Qianyu Zhou 001; Zhengyang Feng; Guangliang Cheng; Xin Tan 002; Jianping Shi; Lizhuang Ma (CoRR, 2020)

PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation. - Qiqi Gu; Qianyu Zhou 001; Minghao Xu; Zhengyang Feng; Guangliang Cheng; Xuequan Lu; Jianping Shi; Lizhuang Ma (ICCV, 2021)

Semi-Supervised 3d Object Detection Via Adaptive Pseudo-Labeling. - Hongyi Xu; Fengqi Liu; Qianyu Zhou 001; Jinkun Hao; Zhijie Cao; Zhengyang Feng; Lizhuang Ma (ICIP, 2021)

Label-Free Regional Consistency for Image-to-Image Translation. - Shaohua Guo; Qianyu Zhou 001; Ye Zhou; Qiqi Gu; Junshu Tang; Zhengyang Feng; Lizhuang Ma (ICME, 2021)

End-to-End Video Object Detection with Spatial-Temporal Transformers. - Lu He; Qianyu Zhou 001; Xiangtai Li; Li Niu 002; Guangliang Cheng; Xiao Li; Wenxuan Liu; Yunhai Tong; Lizhuang Ma; Liqing Zhang 001 (ACM Multimedia, 2021)

Self-Adversarial Disentangling for Specific Domain Adaptation. - Qianyu Zhou 001; Qiqi Gu; Jiangmiao Pang; Zhengyang Feng; Guangliang Cheng; Xuequan Lu; Jianping Shi; Lizhuang Ma (CoRR, 2021)

Domain Adaptive Semantic Segmentation with Regional Contrastive Consistency Regularization. - Qianyu Zhou 001; Chuyun Zhuang; Xuequan Lu; Lizhuang Ma (CoRR, 2021)

Generative Domain Adaptation for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Ran Yi 002; Kekai Sheng; Shouhong Ding; Lizhuang Ma (ECCV (5), 2022)

Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization. - Qianyu Zhou 001; Chuyun Zhuang; Ran Yi 002; Xuequan Lu; Lizhuang Ma (ICME, 2022)

Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Ran Yi 002; Shouhong Ding; Lizhuang Ma (ACM Multimedia, 2022)

Uncertainty-aware consistency regularization for cross-domain semantic segmentation. - Qianyu Zhou 001; Zhengyang Feng; Qiqi Gu; Guangliang Cheng; Xuequan Lu; Jianping Shi; Lizhuang Ma (Comput. Vis. Image Underst., 2022)

DMT: Dynamic mutual training for semi-supervised learning. - Zhengyang Feng; Qianyu Zhou 001; Qiqi Gu; Xin Tan 002; Guangliang Cheng; Xuequan Lu; Jianping Shi; Lizhuang Ma (Pattern Recognit., 2022)

ZDL: Zero-Shot Degradation Factor Learning for Robust and Efficient Image Enhancement. - Hao Yang; Haijia Sun; Qianyu Zhou 001; Ran Yi 002; Lizhuang Ma (CAD/Graphics, 2023)

Instance-Aware Domain Generalization for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Xuequan Lu; Ran Yi 002; Shouhong Ding; Lizhuang Ma (CVPR, 2023)

Rethinking Implicit Neural Representations For Vision Learners. - Yiran Song; Qianyu Zhou 001; Lizhuang Ma (ICASSP, 2023)

Context-Aware Mixup for Domain Adaptive Semantic Segmentation. - Qianyu Zhou 001; Zhengyang Feng; Qiqi Gu; Jiangmiao Pang; Guangliang Cheng; Xuequan Lu; Jianping Shi; Lizhuang Ma (IEEE Trans. Circuits Syst. Video Technol., 2023)

TransVOD: End-to-End Video Object Detection With Spatial-Temporal Transformers. - Qianyu Zhou 001; Xiangtai Li; Lu He; Yibo Yang; Guangliang Cheng; Yunhai Tong; Lizhuang Ma; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Self-Adversarial Disentangling for Specific Domain Adaptation. - Qianyu Zhou 001; Qiqi Gu; Jiangmiao Pang; Xuequan Lu; Lizhuang Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Continuous Piecewise-Affine Based Motion Model for Image Animation. - Hexiang Wang; Fengqi Liu; Qianyu Zhou 001; Ran Yi 002; Xin Tan 002; Lizhuang Ma (AAAI, 2024)

Test-Time Domain Generalization for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Xuequan Lu; Shouhong Ding; Lizhuang Ma (CVPR, 2024)

BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model. - Yiran Song; Qianyu Zhou 001; Xiangtai Li; Deng-Ping Fan; Xuequan Lu; Lizhuang Ma (CVPR, 2024)

DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding. - Jincen Jiang; Qianyu Zhou 001; Yuhang Li 011; Xuequan Lu; Meili Wang; Lizhuang Ma; Jian Chang 001; Jian Jun Zhang 001 (ECCV (6), 2024)

TF-FAS: Twofold-Element Fine-Grained Semantic Guidance for Generalizable Face Anti-spoofing. - Xudong Wang; Ke-Yue Zhang; Taiping Yao; Qianyu Zhou 001; Shouhong Ding; Pingyang Dai; Rongrong Ji (ECCV (7), 2024)

Source-Free Test-Time Adaptation For Online Surface-Defect Detection. - Yiran Song; Qianyu Zhou 001; Lizhuang Ma (ICPR (9), 2024)

Emphasizing Semantic Consistency of Salient Posture for Speech-Driven Gesture Generation. - Fengqi Liu; Hexiang Wang; Jingyu Gong; Ran Yi 002; Qianyu Zhou 001; Xuequan Lu; Jiangbo Lu; Lizhuang Ma (ACM Multimedia, 2024)

DGMamba: Domain Generalization via Generalized State Space Model. - Shaocong Long; Qianyu Zhou 001; Xiangtai Li; Xuequan Lu; Chenhao Ying 001; Yuan Luo 003; Lizhuang Ma; Shuicheng Yan (ACM Multimedia, 2024)

Rethinking Impersonation and Dodging Attacks on Face Recognition Systems. - Fengfan Zhou; Qianyu Zhou 001; Bangjie Yin; Hui Zheng; Xuequan Lu; Lizhuang Ma; Hefei Ling (ACM Multimedia, 2024)

CFRL: Coarse-Fine Decoupled Representation Learning For Long-Tailed Recognition. - Yiran Song; Qianyu Zhou 001; Kun Hu; Lizhuang Ma; Xuequan Lu (MMAsia, 2024)

PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding. - Jincen Jiang; Qianyu Zhou 001; Yuhang Li 011; Xinkui Zhao; Meili Wang; Lizhuang Ma; Jian Chang 001; Jian Jun Zhang 001; Xuequan Lu (NeurIPS, 2024)

MotionBooth: Motion-Aware Customized Text-to-Video Generation. - Jianzong Wu; Xiangtai Li; Yanhong Zeng; Jiangning Zhang; Qianyu Zhou 001; Yining Li; Yunhai Tong; Kai Chen 026 (NeurIPS, 2024)

SimAda: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes. - Yiran Song; Qianyu Zhou 001; Xuequan Lu; Zhiwen Shao; Lizhuang Ma (CoRR, 2024)

Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models. - Fengfan Zhou; Qianyu Zhou 001; Xiangtai Li; Xuequan Lu; Lizhuang Ma; Hefei Ling (CoRR, 2024)

Enhancing the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation. - Fengfan Zhou; Bangjie Yin; Hefei Ling; Qianyu Zhou 001; Wenxuan Wang (CoRR, 2024)

Diffusion Implicit Policy for Unpaired Scene-aware Motion Synthesis. - Jingyu Gong; Chong Zhang; Fengqi Liu; Ke Fan; Qianyu Zhou 001; Xin Tan 002; Zhizhong Zhang 001; Yuan Xie 006; Lizhuang Ma (CoRR, 2024)

Rethinking Domain Generalization: Discriminability and Generalizability. - Shaocong Long; Qianyu Zhou 001; Chenhao Ying 001; Lizhuang Ma; Yuan Luo 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion. - Yinghui Li; Qianyu Zhou 001; Jingyu Gong; Ye Zhu 002; Richard Dazeley; Xinkui Zhao; Xuequan Lu (AAAI, 2025)

PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model. - Hao Yang; Qianyu Zhou 001; Haijia Sun; Xiangtai Li; Fengqi Liu; Xuequan Lu; Lizhuang Ma; Shuicheng Yan (AAAI, 2025)

Point Cloud Mamba: Point Cloud Learning via State Space Model. - Tao Zhang 042; Haobo Yuan; Lu Qi; Jiangning Zhang; Qianyu Zhou 001; Shunping Ji; Shuicheng Yan; Xiangtai Li (AAAI, 2025)

Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation. - Fengfan Zhou; Bangjie Yin; Hefei Ling; Qianyu Zhou 001; Wenxuan Wang (CVPR, 2025)

DiffuseFIST: A Fast Image-guided Style Transfer Method for Adapting Large-scale Diffusion Models. - Miaomiao Dai; Qianyu Zhou 001; Ran Yi 002; Lizhuang Ma (ICASSP, 2025)

StyleRWKV: High-Quality and High-Efficiency Style Transfer with RWKV-like Architecture. - Miaomiao Dai; Qianyu Zhou 001; Lizhuang Ma (ICME, 2025)

Domain Generalization via Discrete Codebook Learning. - Shaocong Long; Qianyu Zhou 001; Xi Jiang 009; Chenhao Ying 001; Lizhuang Ma; Yuan Luo 003 (ICME, 2025)

SU-SAM: A Simple Unified Framework for Adapting SAM in Underperformed Scene. - Yiran Song; Qianyu Zhou 001; Xuequan Lu; Zhiwen Shao; Lizhuang Ma (ICME, 2025)

Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models. - Fengfan Zhou; Qianyu Zhou 001; Heifei Ling; Xuequan Lu (IJCAI, 2025)

Diverse Target and Contribution Scheduling for Domain Generalization. - Shaocong Long; Qianyu Zhou 001; Chenhao Ying 001; Lizhuang Ma; Yuan Luo 003 (IEEE Trans. Image Process., 2025)

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs. - Yikang Zhou; Tao Zhang 042; Shilin Xu 001; Shihao Chen; Qianyu Zhou 001; Yunhai Tong; Shunping Ji; Jiangning Zhang; Xiangtai Li; Lu Qi (CoRR, 2025)

Generative Classifier for Domain Generalization. - Shaocong Long; Qianyu Zhou 001; Xiangtai Li; Chenhao Ying 001; Yunhai Tong; Lizhuang Ma; Yuan Luo 003; Dacheng Tao (CoRR, 2025)

CloudMix: Dual Mixup Consistency for Unpaired Point Cloud Completion. - Fengqi Liu; Jingyu Gong; Qianyu Zhou 001; Xuequan Lu; Ran Yi 002; Yuan Xie 006; Lizhuang Ma (IEEE Trans. Vis. Comput. Graph., 2025)

Conditional Panoramic Image Generation via Masked Autoregressive Modeling. - Chaoyang Wang 003; Xiangtai Li; Lu Qi; Xiaofan Lin; Jinbin Bai; Qianyu Zhou 001; Yunhai Tong (CoRR, 2025)

DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers. - Zitong Wang; Hang Zhao; Qianyu Zhou 001; Xuequan Lu; Xiangtai Li; Yiren Song (CoRR, 2025)

Learning Adaptive Node Selection with External Attention for Human Interaction Recognition. - Chen Pang; Xuequan Lu; Qianyu Zhou 001; Lei Lyu 001 (CoRR, 2025)

PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification. - Hao Yang; Qianyu Zhou 001; Haijia Sun; Xiangtai Li; Xuequan Lu; Lizhuang Ma; Shuicheng Yan (CoRR, 2025)