New l2, 1-Norm Relaxation of Multi-Way Graph Cut for Clustering. - Xu Yang 019; Cheng Deng; Xianglong Liu 001; Feiping Nie 001 (AAAI, 2018)

Deep Spectral Clustering Using Dual Autoencoder Network. - Xu Yang 019; Cheng Deng; Feng Zheng; Junchi Yan; Wei Liu 005 (CVPR, 2019)

Multi-Scale Fusion Subspace Clustering Using Similarity Constraint. - Zhiyuan Dang; Cheng Deng; Xu Yang 019; Heng Huang (CVPR, 2020)

Lifelong Zero-Shot Learning. - Kun Wei; Cheng Deng; Xu Yang 019 (IJCAI, 2020)

Adversarial Learning for Robust Deep Clustering. - Xu Yang 019; Cheng Deng; Kun Wei; Junchi Yan; Wei Liu 005 (NeurIPS, 2020)

Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking. - Cheng Deng; Xu Yang 019; Feiping Nie 001; Dapeng Tao (IEEE Trans. Multim., 2020)

Incremental Embedding Learning via Zero-Shot Translation. - Kun Wei; Cheng Deng; Xu Yang 019; Maosen Li (AAAI, 2021)

SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network. - Xu Yang 019; Cheng Deng; Zhiyuan Dang; Kun Wei; Junchi Yan (CVPR, 2021)

Nearest Neighbor Matching for Deep Clustering. - Zhiyuan Dang; Cheng Deng; Xu Yang 019; Kun Wei; Heng Huang (CVPR, 2021)

Graph Debiased Contrastive Learning with Joint Representation Clustering. - Han Zhao; Xu Yang 019; Zhenru Wang; Erkun Yang; Cheng Deng (IJCAI, 2021)

Doubly Contrastive Deep Clustering. - Zhiyuan Dang; Cheng Deng; Xu Yang 019; Heng Huang (CoRR, 2021)

Self-Training With Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-Identification. - Hang Zhang; Huanhuan Cao; Xu Yang 019; Cheng Deng; Dacheng Tao (IEEE Trans. Image Process., 2021)

Learning Universal Adversarial Perturbation by Adversarial Example. - Maosen Li; Yanhua Yang; Kun Wei; Xu Yang 019; Heng Huang (AAAI, 2022)

Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency. - Yanan Gu; Xu Yang 019; Kun Wei; Cheng Deng (CVPR, 2022)

Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning. - Xiangyu Li; Xu Yang 019; Kun Wei; Cheng Deng; Muli Yang (CVPR, 2022)

Attention-guided Contrastive Hashing for Long-tailed Image Retrieval. - Xuan Kou; Chenghao Xu; Xu Yang 019; Cheng Deng (IJCAI, 2022)

Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation. - Xu Yang 019; Cheng Deng; Tongliang Liu; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Incremental Zero-Shot Learning. - Kun Wei; Cheng Deng; Xu Yang 019; Dacheng Tao (IEEE Trans. Cybern., 2022)

Object-Agnostic Transformers for Video Referring Segmentation. - Xu Yang 019; Hao Wang 062; De Xie; Cheng Deng; Dacheng Tao (IEEE Trans. Image Process., 2022)

Exploring Safety Supervision for Continual Test-time Domain Adaptation. - Xu Yang 019; Yanan Gu; Kun Wei; Cheng Deng (IJCAI, 2023)

Point-Supervised Video Temporal Grounding. - Zhe Xu 009; Kun Wei; Xu Yang 019; Cheng Deng (IEEE Trans. Multim., 2023)

Deep Multiview Collaborative Clustering. - Xu Yang 019; Cheng Deng; Zhiyuan Dang; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2023)

Dynamic Reactive Spiking Graph Neural Network. - Han Zhao; Xu Yang 019; Cheng Deng; Junchi Yan (AAAI, 2024)

Exploiting Intrinsic Multilateral Logical Rules for Weakly Supervised Natural Language Video Localization. - Zhe Xu 009; Kun Wei; Xu Yang 019; Cheng Deng (ACL (1), 2024)

Do You Guys Want to Dance: Zero-Shot Compositional Human Dance Generation with Multiple Persons. - Zhe Xu 009; Kun Wei; Xu Yang 019; Cheng Deng (CoRR, 2024)

Class-Incremental Unsupervised Domain Adaptation via Pseudo-Label Distillation. - Kun Wei; Xu Yang 019; Zhe Xu 009; Cheng Deng (IEEE Trans. Image Process., 2024)

Few-Shot Generative Model Adaptation via Style-Guided Prompt. - Siduo Pan; Ziqi Zhang; Kun Wei; Xu Yang 019; Cheng Deng (IEEE Trans. Multim., 2024)

Dual-Stream Contrastive Learning for Compositional Zero-Shot Recognition. - Yanhua Yang; Rui Pan; Xiangyu Li; Xu Yang 019; Cheng Deng (IEEE Trans. Multim., 2024)

Incremental Embedding Learning With Disentangled Representation Translation. - Kun Wei; Da Chen 003; Yuhong Li; Xu Yang 019; Cheng Deng; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Parameter-Agnostic Deep Graph Clustering. - Han Zhao; Xu Yang 019; Cheng Deng (ACM Trans. Knowl. Discov. Data, 2024)

Robust Commonsense Reasoning Against Noisy Labels Using Adaptive Correction. - Xu Yang 019; Cheng Deng; Kun Wei; Dacheng Tao (IEEE Trans. Cybern., 2024)

Agree to Disagree: Exploring Partial Semantic Consistency Against Visual Deviation for Compositional Zero-Shot Learning. - Xiangyu Li; Xu Yang 019; Xi Wang; Cheng Deng (IEEE Trans. Cogn. Dev. Syst., 2024)

Unsupervised Structure-Adaptive Graph Contrastive Learning. - Han Zhao; Xu Yang 019; Cheng Deng; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Unsupervised Graph Transformer With Augmentation-Free Contrastive Learning. - Han Zhao; Xu Yang 019; Kun Wei; Cheng Deng; Dacheng Tao (IEEE Trans. Knowl. Data Eng., 2024)

Class Incremental Learning via Contrastive Complementary Augmentation. - Xi Wang; Xu Yang 019; Kun Wei; Yanan Gu; Cheng Deng (IEEE Trans. Image Process., 2025)

Few-Shot Generative Model Adaption via Optimal Kernel Modulation. - Ziqi Zhang; Siduo Pan; Kun Wei; Jiapeng Ji; Xu Yang 019; Cheng Deng (IEEE Trans. Circuits Syst. Video Technol., 2025)