Effective Image Retrieval via Multilinear Multi-Index Fusion. - Zhizhong Zhang 001; Yuan Xie 006; Wensheng Zhang 002; Qi Tian 001 (IEEE Trans. Multim., 2019)

Multi-scale 2D Representation Learning for weakly-supervised moment retrieval. - Ding Li 006; Rui Wu; Yongqiang Tang; Zhizhong Zhang 001; Wensheng Zhang 002 (ICPR, 2020)

A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection. - Zelin Ren; Wensheng Zhang 002; Zhizhong Zhang 001 (IEEE Trans. Ind. Informatics, 2020)

Learning to Align via Wasserstein for Person Re-Identification. - Zhizhong Zhang 001; Yuan Xie 006; Ding Li 006; Wensheng Zhang 002; Qi Tian 001 (IEEE Trans. Image Process., 2020)

Tensor Multi-Task Learning for Person Re-Identification. - Zhizhong Zhang 001; Yuan Xie 006; Wensheng Zhang 002; Yongqiang Tang; Qi Tian 001 (IEEE Trans. Image Process., 2020)

Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification. - Xudong Tian; Zhizhong Zhang 001; Shaohui Lin; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (CVPR, 2021)

Contrastive Learning for Compact Single Image Dehazing. - Haiyan Wu; Yanyun Qu; Shaohui Lin; Jian Zhou; Ruizhi Qiao; Zhizhong Zhang 001; Yuan Xie 006; Lizhuang Ma (CVPR, 2021)

Non-Adversarial Novelty Detection with Generative Latent Nearest Neighbors. - Chengwei Chen; Zhizhong Zhang 001; Yuan Xie 006; Haichuan Song; Lizhuang Ma (ICME, 2021)

Both Comparison and Induction are Indispensable for Cross-Domain Few-Shot Learning. - Wang Yuan; TianXue Ma; Haichuan Song; Yuan Xie 006; Zhizhong Zhang 001; Lizhuang Ma (ICME, 2021)

Learn from Concepts: Towards the Purified Memory for Few-shot Learning. - Xuncheng Liu; Xudong Tian; Shaohui Lin; Yanyun Qu; Lizhuang Ma; Wang Yuan; Zhizhong Zhang 001; Yuan Xie 006 (IJCAI, 2021)

Towards Compact Single Image Super-Resolution via Contrastive Self-distillation. - Yanbo Wang 003; Shaohui Lin; Yanyun Qu; Haiyan Wu; Zhizhong Zhang 001; Yuan Xie 006; Angela Yao (IJCAI, 2021)

Improving Domain-Adaptive Person Re-Identification by Dual-Alignment Learning With Camera-Aware Image Generation. - Chenyang Zhang 003; Yongqiang Tang; Zhizhong Zhang 001; Ding Li 006; Xuebing Yang; Wensheng Zhang 002 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Task-Level Self-Supervision for Cross-Domain Few-Shot Learning. - Wang Yuan; Zhizhong Zhang 001; Cong Wang 039; Haichuan Song; Yuan Xie 006; Lizhuang Ma (AAAI, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CVPR Workshops, 2022)

Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation. - Jingyu Gong; Fengqi Liu; Jiachen Xu; Min Wang 024; Xin Tan 002; Zhizhong Zhang 001; Ran Yi; Haichuan Song; Yuan Xie 006; Lizhuang Ma (ECCV (2), 2022)

Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection. - TianXue Ma; Mingwei Bi; Jian Zhang; Wang Yuan; Zhizhong Zhang 001; Yuan Xie 006; Shouhong Ding; Lizhuang Ma (ECCV (20), 2022)

Optimal Transport for Label-Efficient Visible-Infrared Person Re-Identification. - Jiangming Wang; Zhizhong Zhang 001; Mingang Chen; Yi Zhang; Cong Wang 039; Bin Sheng 001; Yanyun Qu; Yuan Xie 006 (ECCV (24), 2022)

Self-Mimic Mutual-Distillation for Cross-Modality Person Re-Identification. - Demao Zhang; Ming Hong; Zhou Ye; Zheng Wang 007; Zhizhong Zhang 001; Xiaotong Luo; Yuan Xie 006; Yanyun Qu (ICME, 2022)

Cross-Domain and Cross-Modal Knowledge Distillation in Domain Adaptation for 3D Semantic Segmentation. - Miaoyu Li; Yachao Zhang 001; Yuan Xie 006; Zuodong Gao; Cuihua Li; Zhizhong Zhang 001; Yanyun Qu (ACM Multimedia, 2022)

Not All Pixels Are Matched: Dense Contrastive Learning for Cross-Modality Person Re-Identification. - Hanzhe Sun; Jun Liu 071; Zhizhong Zhang 001; Chengjie Wang; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (ACM Multimedia, 2022)

Hierarchical Walking Transformer for Object Re-Identification. - Xudong Tian; Jun Liu 071; Zhizhong Zhang 001; Chengjie Wang; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (ACM Multimedia, 2022)

Self-supervised Exclusive Learning for 3D Segmentation with Cross-Modal Unsupervised Domain Adaptation. - Yachao Zhang 001; Miaoyu Li; Yuan Xie 006; Cuihua Li; Cong Wang 039; Zhizhong Zhang 001; Yanyun Qu (ACM Multimedia, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CoRR, 2022)

Attentive pooling for Group Activity Recognition. - Ding Li 006; Yuan Xie 006; Wensheng Zhang 002; Yongqiang Tang; Zhizhong Zhang 001 (CoRR, 2022)

Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning. - Tianfang Sun; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (CoRR, 2022)

Dual Mutual Learning for Cross-Modality Person Re-Identification. - Demao Zhang; Zhizhong Zhang 001; Ying Ju; Cong Wang 039; Yuan Xie 006; Yanyun Qu (IEEE Trans. Circuits Syst. Video Technol., 2022)

One-Step Multiview Subspace Segmentation via Joint Skinny Tensor Learning and Latent Clustering. - Yongqiang Tang; Yuan Xie 006; Changqing Zhang; Zhizhong Zhang 001; Wensheng Zhang 002 (IEEE Trans. Cybern., 2022)

High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets. - Yanbo Wang 003; Chuming Lin; Donghao Luo 001; Ying Tai; Zhizhong Zhang 001; Yuan Xie 006 (AAAI, 2023)

Self-supervised Contrastive Feature Refinement for Few-Shot Class-Incremental Learning. - Shengjin Ma; Wang Yuan; Yiting Wang; Xin Tan 002; Zhizhong Zhang 001; Lizhuang Ma (CAD/Graphics, 2023)

Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference. - Tenghao Cai; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Guannan Jiang; Chengjie Wang; Yuan Xie 006 (CVPR, 2023)

Rethinking Gradient Projection Continual Learning: Stability/Plasticity Feature Space Decoupling. - Zhen Zhao; Zhizhong Zhang 001; Xin Tan 002; Jun Liu 071; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (CVPR, 2023)

Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification. - Jiangming Shi; Yachao Zhang 001; Xiangbo Yin; Yuan Xie 006; Zhizhong Zhang 001; Jianping Fan 007; Zhongchao Shi; Yanyun Qu (ICCV, 2023)

Instance and Category Supervision are Alternate Learners for Continual Learning. - Xudong Tian; Zhizhong Zhang 001; Xin Tan 002; Jun Liu 071; Chengjie Wang; Yanyun Qu; Guannan Jiang; Yuan Xie 006 (ICCV, 2023)

LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment. - Zhiwei Zhang; Zhizhong Zhang 001; Qian Yu; Ran Yi; Yuan Xie 006; Lizhuang Ma (ICCV, 2023)

CVTE-Poly: A New Benchmark for Chinese Polyphone Disambiguation. - Siheng Zhang; Xingjun Tan; Yanqiang Lei; Xianxiang Wang; Zhizhong Zhang 001; Yuan Xie 006 (INTERSPEECH, 2023)

Unveiling the Power of CLIP in Unsupervised Visible-Infrared Person Re-Identification. - Zhong Chen 007; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Yuan Xie 006 (ACM Multimedia, 2023)

Improving Cross-Modal Recipe Retrieval with Component-Aware Prompted CLIP Embedding. - Xu Huang; Jin Liu 016; Zhizhong Zhang 001; Yuan Xie 006 (ACM Multimedia, 2023)

Incremental Learning Based on Dual-Branch Network. - Mingda Dong; Zhizhong Zhang 001; Yuan Xie 006 (PRCV (3), 2023)

Cross-stream contrastive learning for self-supervised skeleton-based action recognition. - Ding Li 006; Yongqiang Tang; Zhizhong Zhang 001; Wensheng Zhang 002 (Image Vis. Comput., 2023)

Boosting Night-Time Scene Parsing With Learnable Frequency. - Zhifeng Xie; Sen Wang; Ke Xu 010; Zhizhong Zhang 001; Xin Tan 002; Yuan Xie 006; Lizhuang Ma (IEEE Trans. Image Process., 2023)

Positive-Negative Receptive Field Reasoning for Omni-Supervised 3D Segmentation. - Xin Tan 002; Qihang Ma; Jingyu Gong; Jiachen Xu; Zhizhong Zhang 001; Haichuan Song; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation. - Yujun Chen; Xin Tan 002; Zhizhong Zhang 001; Yanyun Qu; Yuan Xie 006 (AAAI, 2024)

Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection. - Hongquan Zhang; Bin-Bin Gao; Yi Zeng 006; Xudong Tian; Xin Tan 002; Zhizhong Zhang 001; Yanyun Qu; Jun Liu 071; Yuan Xie 006 (AAAI, 2024)

Explore and Enhance the Generalization of Anomaly DeepFake Detection. - Yiting Wang; Shen Chen; Taiping Yao; Lizhuang Ma; Zhizhong Zhang 001; Xin Tan 002 (CVM (2), 2024)

Isolation and Integration: A Strong Pre-trained Model-Based Paradigm for Class-Incremental Learning. - Wei Zhang 217; Yuan Xie 006; Zhizhong Zhang 001; Xin Tan 002 (CVM (2), 2024)

Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception. - Haoming Chen; Zhizhong Zhang 001; Yanyun Qu; Ruixin Zhang; Xin Tan 002; Yuan Xie 006 (CVPR, 2024)

PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection. - Xiaofan Li 008; Zhizhong Zhang 001; Xin Tan 002; Chengwei Chen; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (CVPR, 2024)

COTR: Compact Occupancy TRansformer for Vision-Based 3D Occupancy Prediction. - Qihang Ma; Xin Tan 002; Yanyun Qu; Lizhuang Ma; Zhizhong Zhang 001; Yuan Xie 006 (CVPR, 2024)

Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer. - Zhen Zhao; Jingqun Tang; Chunhui Lin; Binghong Wu; Can Huang; Hao Liu 003; Xin Tan 002; Zhizhong Zhang 001; Yuan Xie 006 (CVPR, 2024)

Multi-memory Matching for Unsupervised Visible-Infrared Person Re-identification. - Jiangming Shi; Xiangbo Yin; Yeyun Chen; Yachao Zhang 001; Zhizhong Zhang 001; Yuan Xie 006; Yanyun Qu (ECCV (18), 2024)

Prompt Gradient Projection for Continual Learning. - Jingyang Qiao; Zhizhong Zhang 001; Xin Tan 002; Chengwei Chen; Yanyun Qu; Yong Peng 002; Yuan Xie 006 (ICLR, 2024)

Mutual Positive and Negative Learning for Weakly-supervised Point Cloud Semantic Segmentation. - Haichuan Song; Zhihong Zheng; Zhizhong Zhang 001; Yuan Xie 006; Guchu Zou; Zhenyi Qi; Xin Tan 002 (ICME, 2024)

Robust Pseudo-label Learning with Neighbor Relation for Unsupervised Visible-Infrared Person Re-Identification. - Xiangbo Yin; Jiangming Shi; Yachao Zhang 001; Yang Lu 009; Zhizhong Zhang 001; Yuan Xie 006; Yanyun Qu (ACM Multimedia, 2024)

Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification. - Jiangming Shi; Xiangbo Yin; Yachao Zhang 001; Zhizhong Zhang 001; Yuan Xie 001; Yanyun Qu (NeurIPS, 2024)

Harmonizing Visual Text Comprehension and Generation. - Zhen Zhao; Jingqun Tang; Binghong Wu; Chunhui Lin; Shu Wei; Hao Liu 003; Xin Tan 002; Zhizhong Zhang 001; Can Huang; Yuan Xie 006 (NeurIPS, 2024)

DEMOS: Dynamic Environment Motion Synthesis in 3D Scenes via Local Spherical-BEV Perception. - Jingyu Gong; Min Wang 024; Wentao Liu 002; Chen Qian 006; Zhizhong Zhang 001; Yuan Xie 006; Lizhuang Ma (CoRR, 2024)

Gradient Projection For Parameter-Efficient Continual Learning. - Jingyang Qiao; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Wensheng Zhang 002; Yuan Xie 006 (CoRR, 2024)

FastLGS: Speeding up Language Embedded Gaussians with Feature Grid Mapping. - Yuzhou Ji; He Zhu; Junshu Tang; Wuyi Liu; Zhizhong Zhang 001; Yuan Xie 006; Lizhuang Ma; Xin Tan 002 (CoRR, 2024)

Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining. - Tianfang Sun; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Yuan Xie 006 (CoRR, 2024)

Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification. - Zhizhong Zhang 001; Jiangming Wang; Xin Tan 002; Yanyun Qu; Junping Wang; Yong Xie; Yuan Xie 006 (CoRR, 2024)

LLaCA: Multimodal Large Language Continual Assistant. - Jingyang Qiao; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Shouhong Ding; Yuan Xie 006 (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)

Variational Distillation for Multi-View Learning. - Xudong Tian; Zhizhong Zhang 001; Cong Wang 039; Wensheng Zhang 002; Yanyun Qu; Lizhuang Ma; Zongze Wu 001; Yuan Xie 006; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Dynamic image super-resolution via progressive contrastive self-distillation. - Zhizhong Zhang 001; Yuan Xie 006; Chong Zhang; Yanbo Wang 003; Yanyun Qu; Shaohui Lin; Lizhuang Ma; Qi Tian 001 (Pattern Recognit., 2024)

Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning. - Tianfang Sun; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Yuan Xie 006 (IEEE Trans. Image Process., 2024)

Glass Makes Blurs: Learning the Visual Blurriness for Glass Surface Detection. - Fulin Qi; Xin Tan 002; Zhizhong Zhang 001; Mingang Chen; Yuan Xie 006; Lizhuang Ma (IEEE Trans. Ind. Informatics, 2024)

Uni-to-Multi Modal Knowledge Distillation for Bidirectional LiDAR-Camera Semantic Segmentation. - Tianfang Sun; Zhizhong Zhang 001; Xin Tan 002; Yong Peng 002; Yanyun Qu; Yuan Xie 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

FastLGS: Speeding Up Language Embedded Gaussians with Feature Grid Mapping. - Yuzhou Ji; He Zhu; Junshu Tang; Wuyi Liu; Zhizhong Zhang 001; Xin Tan 002; Yuan Xie 006 (AAAI, 2025)

DepthFisheye: Efficient Fine-Tuning of Depth Estimation Models for Fisheye Cameras. - Wenbin Wu; Zhiwei Zhang; Xin Tan 002; Zhizhong Zhang 001; Lizhuang Ma (CVM (3), 2025)

One-for-More: Continual Diffusion Model for Anomaly Detection. - Xiaofan Li 008; Xin Tan 002; Zhuo Chen; Zhizhong Zhang 001; Ruixin Zhang; Rizen Guo; Guannan Jiang; Yulong Chen; Yanyun Qu; Lizhuang Ma; Yuan Xie 006 (CVPR, 2025)

Efficient Prototypical Classifier for Class-Incremental Learning. - Wei Zhang 217; Jingyang Qiao; Yuan Xie 006; Zhizhong Zhang 001; Xin Tan 002 (ICASSP, 2025)

Prototype Alignment with LoRA Fusion for Class-Incremental Learning. - Wei Zhang 217; Yuan Xie 006; Zhizhong Zhang 001; Xin Tan 002 (ICASSP, 2025)

Identity-aware infrared person image generation and re-identification via controllable diffusion model. - Xizhuo Yu; Chaojie Fan; Zhizhong Zhang 001; Yongbo Wang; Chunyang Chen; Tianjian Yu; Yong Peng 002 (Pattern Recognit., 2025)

Cross-Modal Recipe Retrieval With Fine-Grained Prompting Alignment and Evidential Semantic Consistency. - Xu Huang; Jin Liu 016; Zhizhong Zhang 001; Yuan Xie 006; Yongqiang Tang; Wensheng Zhang 002; Xiaohui Cui (IEEE Trans. Multim., 2025)

GEOcc: Geometrically Enhanced 3D Occupancy Network With Implicit-Explicit Depth Fusion and Contextual Self-Supervision. - Xin Tan 002; Wenbin Wu; Zhiwei Zhang; Chaojie Fan; Yong Peng 002; Zhizhong Zhang 001; Yuan Xie 006; Lizhuang Ma (IEEE Trans. Intell. Transp. Syst., 2025)

DORAEMON: Decentralized Ontology-aware Reliable Agent with Enhanced Memory Oriented Navigation. - Tianjun Gu; Linfeng Li; Xuhong Wang; Chenghua Gong; Jingyu Gong; Zhizhong Zhang 001; Yuan Xie 006; Lizhuang Ma; Xin Tan 002 (CoRR, 2025)

YouTube-Occ: Learning Indoor 3D Semantic Occupancy Prediction from YouTube Videos. - Haoming Chen; Lichen Yuan; Tianfang Sun; Jingyu Gong; Xin Tan 002; Zhizhong Zhang 001; Yuan Xie 006 (CoRR, 2025)

From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning. - Sen Wang; Shao Zeng; Tianjun Gu; Zhizhong Zhang 001; Ruixin Zhang; Shouhong Ding; Jingyun Zhang; Jun Wang; Xin Tan 002; Yuan Xie 006; Lizhuang Ma (CoRR, 2025)

T2S: Tokenized Skill Scaling for Lifelong Imitation Learning. - Hongquan Zhang; Jingyu Gong; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Yuan Xie 006 (CoRR, 2025)

NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks. - Zhihao Luo; Wentao Yan; Jingyu Gong; Min Wang 024; Zhizhong Zhang 001; Xuhong Wang; Yuan Xie 006; Xin Tan 002 (CoRR, 2025)

Bias to Balance: New-Knowledge-Preferred Few-Shot Class-Incremental Learning via Transition Calibration. - Hongquan Zhang; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Yuan Xie 006 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Two-stage knowledge distillation for visible-infrared person re-identification. - Jiangming Shi; Xiangbo Yin; Demao Zhang; Zhizhong Zhang 001; Yuan Xie 001; Yanyun Qu (Pattern Recognit., 2026)