Lifelong Metric Learning. - Gan Sun; Yang Cong; Ji Liu 002; Xiaowei Xu 001 (CoRR, 2017)

Adaptive Greedy Dictionary Selection for Web Media Summarization. - Yang Cong; Ji Liu 002; Gan Sun; Quanzeng You; Yuncheng Li; Jiebo Luo 001 (IEEE Trans. Image Process., 2017)

Active Lifelong Learning With "Watchdog". - Gan Sun; Yang Cong; Xiaowei Xu 001 (AAAI, 2018)

Robust Lifelong Multi-task Multi-view Representation Learning. - Gan Sun; Yang Cong; Jun Li 027; Yun Fu 001 (ICBK, 2018)

Clustered Lifelong Learning Via Representative Task Selection. - Gan Sun; Yang Cong; Yu Kong 001; Xiaowei Xu 001 (ICDM, 2018)

Online Low-Rank Metric Learning via Parallel Coordinate Descent Method. - Gan Sun; Yang Cong; Qiang Wang 015; Xiaowei Xu 001 (ICPR, 2018)

User attribute discovery with missing labels. - Yang Cong; Gan Sun; Ji Liu 002; Haibin Yu; Jiebo Luo 001 (Pattern Recognit., 2018)

Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation. - Jiahua Dong 001; Yang Cong; Gan Sun; Dongdong Hou (ICCV, 2019)

Online Multi-Task Clustering for Human Motion Segmentation. - Gan Sun; Yang Cong; Lichen Wang; Zhengming Ding; Yun Fu 001 (ICCV Workshops, 2019)

Memory-Based Parameterized Skills Learning for Mapless Visual Navigation. - Yuyang Liu; Yang Cong; Gan Sun (ICIP, 2019)

Environment Driven Underwater Camera-IMU Calibration for Monocular Visual-Inertial SLAM. - Changjun Gu; Yang Cong; Gan Sun (ICRA, 2019)

LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning. - Qinqin Zhou 001; Bineng Zhong; Xiangyuan Lan; Gan Sun; Yulun Zhang 001; Mengran Gou (IJCAI, 2019)

L3DOR: Lifelong 3D Object Recognition. - Yuyang Liu; Yang Cong; Gan Sun (CoRR, 2019)

Anomaly detection via adaptive greedy model. - Dongdong Hou; Yang Cong; Gan Sun; Ji Liu 002; Xiaowei Xu 001 (Neurocomputing, 2019)

Laplacian pyramid adversarial network for face completion. - Qiang Wang 015; Huijie Fan; Gan Sun; Yang Cong; Yandong Tang (Pattern Recognit., 2019)

Lifelong Metric Learning. - Gan Sun; Yang Cong; Ji Liu 002; Lianqing Liu; Xiaowei Xu 001; Haibin Yu (IEEE Trans. Cybern., 2019)

Joint Household Characteristic Prediction via Smart Meter Data. - Gan Sun; Yang Cong; Dongdong Hou; Huijie Fan; Xiaowei Xu 001; Haibin Yu (IEEE Trans. Smart Grid, 2019)

Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis. - Quanxue Gao; Huanhuan Lian; Qianqian Wang 001; Gan Sun (AAAI, 2020)

Robust Low-Rank Discovery of Data-Driven Partial Differential Equations. - Jun Li 027; Gan Sun; Guoshuai Zhao; Li-Wei H. Lehman (AAAI, 2020)

Lifelong Spectral Clustering. - Gan Sun; Yang Cong; Qianqian Wang 001; Jun Li 027; Yun Fu 001 (AAAI, 2020)

Dual Relation Semi-Supervised Multi-Label Learning. - Lichen Wang; Yunyu Liu; Can Qin; Gan Sun; Yun Fu 001 (AAAI, 2020)

Visual Tactile Fusion Object Clustering. - Tao Zhang 084; Yang Cong; Gan Sun; Qianqian Wang 001; Zhengming Ding (AAAI, 2020)

What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation. - Jiahua Dong 001; Yang Cong; Gan Sun; Bineng Zhong; Xiaowei Xu 001 (CVPR, 2020)

CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation. - Jiahua Dong 001; Yang Cong; Gan Sun; Yuyang Liu; Xiaowei Xu 001 (ECCV (8), 2020)

Data Poisoning Attacks on Federated Machine Learning. - Gan Sun; Yang Cong; Jiahua Dong 001; Qiang Wang 015; Ji Liu 002 (CoRR, 2020)

Evolving Metric Learning for Incremental and Decremental Features. - Jiahua Dong 001; Yang Cong; Gan Sun; Tao Zhang 084; Xiaowei Xu 001 (CoRR, 2020)

Double robust principal component analysis. - Qianqian Wang 001; Quanxue Gao; Gan Sun; Chris Ding (Neurocomputing, 2020)

Fine-Grained Spatial Alignment Model for Person Re-Identification With Focal Triplet Loss. - Qinqin Zhou 001; Bineng Zhong; Xiangyuan Lan; Gan Sun; Yulun Zhang 001; Baochang Zhang 001; Rongrong Ji (IEEE Trans. Image Process., 2020)

I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting. - Jiahua Dong 001; Yang Cong; Gan Sun; Bingtao Ma; Lichen Wang (AAAI, 2021)

Generative Partial Visual-Tactile Fused Object Clustering. - Tao Zhang 084; Yang Cong; Gan Sun; Jiahua Dong 001; Yuyang Liu; Zhengming Ding (AAAI, 2021)

Optical Flow Estimation with Foreground Attention Guided Network. - Dongdong Hou; Gan Sun (ICIAI, 2021)

Confident Anchor-Induced Multi-Source Free Domain Adaptation. - Jiahua Dong 001; Zhen Fang 001; Anjin Liu; Gan Sun; Tongliang Liu (NeurIPS, 2021)

Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation. - Jiahua Dong 001; Yang Cong; Gan Sun; Yunsheng Yang; Xiaowei Xu 001; Zhengming Ding (IEEE Trans. Circuits Syst. Video Technol., 2021)

Three Birds, One Stone: Unified Laser-Based 3-D Reconstruction Across Different Media. - Changjun Gu; Yang Cong; Gan Sun (IEEE Trans. Instrum. Meas., 2021)

L3DOC: Lifelong 3D Object Classification. - Yuyang Liu; Yang Cong; Gan Sun; Tao Zhang 084; Jiahua Dong 001; Hongsen Liu (IEEE Trans. Image Process., 2021)

Adversarial Multi-Path Residual Network for Image Super-Resolution. - Qianqian Wang 001; Quanxue Gao; Linlu Wu; Gan Sun; Licheng Jiao (IEEE Trans. Image Process., 2021)

Semi-Supervised Dual Relation Learning for Multi-Label Classification. - Lichen Wang; Yunyu Liu; Hang Di; Can Qin; Gan Sun; Yun Fu 001 (IEEE Trans. Image Process., 2021)

iCmSC: Incomplete Cross-Modal Subspace Clustering. - Qianqian Wang 001; Huanhuan Lian; Gan Sun; Quanxue Gao; Licheng Jiao (IEEE Trans. Image Process., 2021)

Accurate and Fast Image Denoising via Attention Guided Scaling. - Yulun Zhang 001; Kunpeng Li; Kai Li 012; Gan Sun; Yu Kong 001; Yun Fu 001 (IEEE Trans. Image Process., 2021)

Recurrent Generative Adversarial Network for Face Completion. - Qiang Wang 015; Huijie Fan; Gan Sun; Weihong Ren; Yandong Tang (IEEE Trans. Multim., 2021)

Continual Multiview Task Learning via Deep Matrix Factorization. - Gan Sun; Yang Cong; Yulun Zhang 001; Guoshuai Zhao; Yun Fu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Robust 3-D Object Recognition via View-Specific Constraint. - Hongsen Liu; Yang Cong; Gan Sun; Yandong Tang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Federated Class-Incremental Learning. - Jiahua Dong 001; Lixu Wang; Zhen Fang 001; Gan Sun; Shichao Xu; Xiao Wang 012; Qi Zhu 002 (CVPR, 2022)

Class-Incremental Gesture Recognition Learning with Out-of-Distribution Detection. - Mingxue Li; Yang Cong; Yuyang Liu; Gan Sun (IROS, 2022)

Data Poisoning Attacks on Federated Machine Learning. - Gan Sun; Yang Cong; Jiahua Dong 001; Qiang Wang 015; Lingjuan Lyu; Ji Liu 002 (IEEE Internet Things J., 2022)

What and How: Generalized Lifelong Spectral Clustering via Dual Memory. - Gan Sun; Yang Cong; Jiahua Dong 001; Yuyang Liu; Zhengming Ding; Haibin Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Lifelong robotic visual-tactile perception learning. - Jiahua Dong 001; Yang Cong; Gan Sun; Tao Zhang 084 (Pattern Recognit., 2022)

APAN: Across-Scale Progressive Attention Network for Single Image Deraining. - Qiang Wang 015; Gan Sun; Huijie Fan; Wentao Li; Yandong Tang (IEEE Signal Process. Lett., 2022)

Fast Multi-View Outlier Detection via Deep Encoder. - Dongdong Hou; Yang Cong; Gan Sun; Jiahua Dong 001; Jun Li 027; Kai Li 012 (IEEE Trans. Big Data, 2022)

Evolving Metric Learning for Incremental and Decremental Features. - Jiahua Dong 001; Yang Cong; Gan Sun; Tao Zhang 084; Xu Tang; Xiaowei Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Continuous Multi-View Human Action Recognition. - Qiang Wang 015; Gan Sun; Jiahua Dong 001; Qianqian Wang 001; Zhengming Ding (IEEE Trans. Circuits Syst. Video Technol., 2022)

Visual-Tactile Fused Graph Learning for Object Clustering. - Tao Zhang 084; Yang Cong; Gan Sun; Jiahua Dong 001 (IEEE Trans. Cybern., 2022)

PFDN: Pyramid Feature Decoupling Network for Single Image Deraining. - Qiang Wang 015; Gan Sun; Jiahua Dong 001; Yulun Zhang 001 (IEEE Trans. Image Process., 2022)

Representative Task Self-Selection for Flexible Clustered Lifelong Learning. - Gan Sun; Yang Cong; Qianqian Wang 001; Bineng Zhong; Yun Fu 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

MedUCC: Medium-Driven Underwater Camera Calibration for Refractive 3-D Reconstruction. - Changjun Gu; Yang Cong; Gan Sun; Yajun Gao; Xu Tang; Tao Zhang 084; Baojie Fan (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Heterogeneous Forgetting Compensation for Class-Incremental Learning. - Jiahua Dong 001; Wenqi Liang; Yang Cong; Gan Sun (ICCV, 2023)

I3DOD: Towards Incremental 3D Object Detection via Prompting. - Wenqi Liang; Gan Sun; Chenxi Liu; Jiahua Dong 001; Kangru Wang (IROS, 2023)

No One Left Behind: Real-World Federated Class-Incremental Learning. - Jiahua Dong 001; Yang Cong; Gan Sun; Yulun Zhang 001; Bernt Schiele; Dengxin Dai (CoRR, 2023)

InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation. - Jiahua Dong 001; Yang Cong; Gan Sun; Lixu Wang; Lingjuan Lyu; Jun Li 027; Ender Konukoglu (CoRR, 2023)

Uni3DA: Universal 3D Domain Adaptation for Object Recognition. - Yu Ren; Yang Cong; Jiahua Dong 001; Gan Sun (IEEE Trans. Circuits Syst. Video Technol., 2023)

Hierarchical Lifelong Machine Learning With "Watchdog". - Gan Sun; Yang Cong; Changjun Gu; Xu Tang; Zhengming Ding; Haibin Yu (IEEE Trans. Big Data, 2023)

Lifelong Visual-Tactile Spectral Clustering for Robotic Object Perception. - Yuyang Liu; Yang Cong; Gan Sun; Zhengming Ding (IEEE Trans. Circuits Syst. Video Technol., 2023)

InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud Representation. - Jiahua Dong 001; Yang Cong; Gan Sun; Lixu Wang; Lingjuan Lyu; Jun Li 027; Ender Konukoglu (IEEE Trans. Neural Networks Learn. Syst., 2023)

FTGraph: A Flexible Tree-Based Graph Store on Persistent Memory for Large-Scale Dynamic Graphs. - Gan Sun; Jiang Zhou; Bo Li 063; Xiaoyan Gu 001; Weiping Wang 005; Shuibing He (CLUSTER, 2024)

Cs2K: Class-Specific and Class-Shared Knowledge Guidance for Incremental Semantic Segmentation. - Wei Cong; Yang Cong; Yuyang Liu; Gan Sun (ECCV (5), 2024)

GroupTrack: Multi-Object Tracking by Using Group Motion Patterns. - Xinglong Xu; Weihong Ren; Gan Sun; Haoyu Ji 001; Yu Gao; Honghai Liu 001 (IROS, 2024)

Novel Object Synthesis via Adaptive Text-Image Harmony. - Zeren Xiong; Zedong Zhang; Zikun Chen; Shuo Chen 003; Xiang Li 041; Gan Sun; Jian Yang 003; Jun Li 027 (NeurIPS, 2024)

Never-Ending Embodied Robot Learning. - Wenqi Liang; Gan Sun; Qian He; Yu Ren; Jiahua Dong 001; Yang Cong (CoRR, 2024)

Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation. - Wei Cong; Yang Cong; Yuyang Liu; Gan Sun (CoRR, 2024)

Gradient-Semantic Compensation for Incremental Semantic Segmentation. - Wei Cong; Yang Cong; Jiahua Dong 001; Gan Sun; Henghui Ding (IEEE Trans. Multim., 2024)

Where and How to Transfer: Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation. - Jiahua Dong 001; Yang Cong; Gan Sun; Zhen Fang 001; Zhengming Ding (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

No One Left Behind: Real-World Federated Class-Incremental Learning. - Jiahua Dong 001; Hongliu Li; Yang Cong; Gan Sun; Yulun Zhang 001; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Self-Paced Weight Consolidation for Continual Learning. - Wei Cong; Yang Cong; Gan Sun; Yuyang Liu; Jiahua Dong 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Open-Ended Online Learning for Autonomous Visual Perception. - Haibin Yu; Yang Cong; Gan Sun; Dongdong Hou; Yuyang Liu; Jiahua Dong 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Create Your World: Lifelong Text-to-Image Diffusion. - Gan Sun; Wenqi Liang; Jiahua Dong 001; Jun Li 027; Zhengming Ding; Yang Cong (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

GLAM: Global-Local Variation Awareness in Mamba-based World Model. - Qian He; Wenqi Liang; Chunhui Hao; Gan Sun; Jiandong Tian (AAAI, 2025)

MuseumMaker: Continual Style Customization Without Catastrophic Forgetting. - Chenxi Liu; Gan Sun; Wenqi Liang; Jiahua Dong 001; Can Qin; Yang Cong (IEEE Trans. Image Process., 2025)