Attribute Embedding with Visual-Semantic Ambiguity Removal for Zero-shot Learning. - Yang Long 001; Li Liu 004; Ling Shao 001 (BMVC, 2016)

Recognising occluded multi-view actions using local nearest neighbour embedding. - Yang Long 001; Fan Zhu 001; Ling Shao 001 (Comput. Vis. Image Underst., 2016)

From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. - Yang Long 001; Li Liu 004; Ling Shao 001; Fumin Shen; Guiguang Ding; Jungong Han (CVPR, 2017)

Learning to Recognise Unseen Classes by A Few Similes. - Yang Long 001; Ling Shao 001 (ACM Multimedia, 2017)

Towards Fine-Grained Open Zero-Shot Learning: Inferring Unseen Visual Features from Attributes. - Yang Long 001; Li Liu 004; Ling Shao 001 (WACV, 2017)

Describing Unseen Classes by Exemplars: Zero-Shot Learning Using Grouped Simile Ensemble. - Yang Long 001; Ling Shao 001 (WACV, 2017)

Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes. - Yang Long 001; Li Liu 004; Yuming Shen; Ling Shao 001 (AAAI, 2018)

Adaptive Visual-Depth Fusion Transfer. - Ziyun Cai; Yang Long 001; Xiao-Yuan Jing; Ling Shao 001 (ACCV (4), 2018)

Towards Light-weight Annotations: Fuzzy Interpolative Reasoning for Zero-shot Image Classificaiton. - Yang Long 001; Yao Tan; Daniel Organisciak; Longzhi Yang; Ling Shao 001 (BMVC, 2018)

Towards Universal Representation for Unseen Action Recognition. - Yi Zhu 001; Yang Long 001; Yu Guan; Shawn D. Newsam; Ling Shao 001 (CVPR, 2018)

ActionXPose: A Novel 2D Multi-view Pose-based Algorithm for Real-time Human Action Recognition. - Federico Angelini; Zeyu Fu; Yang Long 001; Ling Shao 001; Syed Mohsen Naqvi (CoRR, 2018)

Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People. - BingZhang Hu; Yan Gao 016; Yu Guan; Yang Long 001; Nicholas D. Lane; Thomas Ploetz (CoRR, 2018)

Face recognition with a small occluded training set using spatial and statistical pooling. - Yang Long 001; Fan Zhu 001; Ling Shao 001; Junwei Han 001 (Inf. Sci., 2018)

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation. - Yang Long 001; Li Liu 004; Fumin Shen; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Adaptive RGB Image Recognition by Visual-Depth Embedding. - Ziyun Cai; Yang Long 001; Ling Shao 001 (IEEE Trans. Image Process., 2018)

Unsupervised Deep Hashing With Pseudo Labels for Scalable Image Retrieval. - Haofeng Zhang 001; Li Liu 004; Yang Long 001; Ling Shao 001 (IEEE Trans. Image Process., 2018)

Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding. - Yan Huang 008; Yang Long 001; Liang Wang 001 (AAAI, 2019)

A General Transductive Regularizer for Zero-Shot Learning. - Huaqi Mao; Haofeng Zhang 001; Yang Long 001; Shidong Wang; Longzhi Yang (BMVC, 2019)

Order Matters: Shuffling Sequence Generation for Video Prediction. - Junyan Wang 001; Bingzhang Hu; Yang Long 001; Yu Guan (BMVC, 2019)

Optimization control of a fed-batch process using an improved reinforcement learning algorithm. - Peng Zhang 058; Jie Zhang 005; Bingzhang Hu; Yang Long 001 (CCTA, 2019)

An improved reinforcement learning control strategy for batch processes. - Peng Zhang 058; Jie Zhang 005; Yang Long 001; Bingzhang Hu (MMAR, 2019)

Adversarial unseen visual feature synthesis for Zero-shot Learning. - Haofeng Zhang 001; Yang Long 001; Li Liu 004; Ling Shao 001 (Neurocomputing, 2019)

Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. - Yan Gao 016; Yang Long 001; Yu Guan; Anna Basu; Jessica Baggaley; Thomas Ploetz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Dual-verification network for zero-shot learning. - Haofeng Zhang 001; Yang Long 001; Wankou Yang; Ling Shao 001 (Inf. Sci., 2019)

Zero-shot leaning and hashing with binary visual similes. - Haofeng Zhang 001; Yang Long 001; Ling Shao 001 (Multim. Tools Appl., 2019)

Classification complexity assessment for hyper-parameter optimization. - Ziyun Cai; Yang Long 001; Ling Shao 001 (Pattern Recognit. Lett., 2019)

Generic compact representation through visual-semantic ambiguity removal. - Yang Long 001; Yu Guan; Ling Shao 001 (Pattern Recognit. Lett., 2019)

Zero-shot Hashing with orthogonal projection for image retrieval. - Haofeng Zhang 001; Yang Long 001; Ling Shao 001 (Pattern Recognit. Lett., 2019)

Triple Verification Network for Generalized Zero-Shot Learning. - Haofeng Zhang 001; Yang Long 001; Yu Guan; Ling Shao 001 (IEEE Trans. Image Process., 2019)

Depth Embedded Recurrent Predictive Parsing Network for Video Scenes. - Lingli Zhou; Haofeng Zhang 001; Yang Long 001; Ling Shao 001; Jingyu Yang 001 (IEEE Trans. Intell. Transp. Syst., 2019)

Query Twice: Dual Mixture Attention Meta Learning for Video Summarization. - Junyan Wang 001; Yang Bai; Yang Long 001; Bingzhang Hu; Zhenhua Chai; Yu Guan; Xiaolin Wei (ACM Multimedia, 2020)

Semantic combined network for zero-shot scene parsing. - Yinduo Wang; Haofeng Zhang 001; Shidong Wang; Yang Long 001; Longzhi Yang (IET Image Process., 2020)

Learning discriminative domain-invariant prototypes for generalized zero shot learning. - Yinduo Wang; Haofeng Zhang 001; Zheng Zhang 006; Yang Long 001; Ling Shao 001 (Knowl. Based Syst., 2020)

Asymmetric graph based zero shot learning. - Yinduo Wang; Haofeng Zhang 001; Zheng Zhang 006; Yang Long 001 (Multim. Tools Appl., 2020)

Deep transductive network for generalized zero shot learning. - Haofeng Zhang 001; Li Liu 004; Yang Long 001; Zheng Zhang 006; Ling Shao 001 (Pattern Recognit., 2020)

Pseudo distribution on unseen classes for generalized zero shot learning. - Haofeng Zhang 001; Jingren Liu; Yazhou Yao; Yang Long 001 (Pattern Recognit. Lett., 2020)

A Joint Label Space for Generalized Zero-Shot Classification. - Jin Li 011; Xuguang Lan; Yang Long 001; Yang Liu 069; Xingyu Chen; Ling Shao 001; Nanning Zheng 001 (IEEE Trans. Image Process., 2020)

2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling. - Federico Angelini; Zeyu Fu; Yang Long 001; Ling Shao 001; Syed Mohsen Naqvi (IEEE Trans. Multim., 2020)

A Probabilistic Zero-Shot Learning Method via Latent Nonnegative Prototype Synthesis of Unseen Classes. - Haofeng Zhang 001; Huaqi Mao; Yang Long 001; Wankou Yang; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Dynamic Graph Warping Transformer for Video Alignment. - Junyan Wang 001; Yang Long 001; Maurice Pagnucco; Yang Song 001 (BMVC, 2021)

Discriminative Latent Semantic Graph for Video Captioning. - Yang Bai; Junyan Wang 001; Yang Long 001; Bingzhang Hu; Yang Song 001; Maurice Pagnucco; Yu Guan (ACM Multimedia, 2021)

Modality independent adversarial network for generalized zero shot image classification. - Haofeng Zhang 001; Yinduo Wang; Yang Long 001; Longzhi Yang; Ling Shao 001 (Neural Networks, 2021)

A plug-in attribute correction module for generalized zero-shot learning. - Haofeng Zhang 001; Haoyue Bai 003; Yang Long 001; Li Liu 004; Ling Shao 001 (Pattern Recognit., 2021)

Towards Unified Multi-Excitation for Unsupervised Video Prediction. - Junyan Wang 001; Likun Qin; Peng Zhang 058; Yang Long 001; Bingzhang Hu; Maurice Pagnucco; Shizheng Wang; Yang Song 001 (BMVC, 2022)

Action Quality Assessment with Temporal Parsing Transformer. - Yang Bai; Desen Zhou; Songyang Zhang; Jian Wang 066; Errui Ding; Yu Guan; Yang Long 001; Jingdong Wang 001 (ECCV (4), 2022)

Absolute Zero-Shot Learning. - Rui Gao; Fan Wan; Daniel Organisciak; Jiyao Pu; Junyan Wang 001; Haoran Duan 001; Peng Zhang 058; Xingsong Hou; Yang Long 001 (CoRR, 2022)

Knowing the Past to Predict the Future: Reinforcement Virtual Learning. - Peng Zhang 058; Yawen Huang; Bingzhang Hu; Shizheng Wang; Haoran Duan 001; Noura Al Moubayed; Yefeng Zheng 001; Yang Long 001 (CoRR, 2022)

Evolutionary Generalized Zero-Shot Learning. - Dubing Chen; Haofeng Zhang 001; Yuming Shen; Yang Long 001; Ling Shao 001 (CoRR, 2022)

On Isotropy and Learning Dynamics of Contrastive-based Sentence Representation Learning. - Chenghao Xiao; Yang Long 001; Noura Al Moubayed (CoRR, 2022)

Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models. - Sam Bond-Taylor; Adam Leach; Yang Long 001; Chris G. Willcocks (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

EfficientTDNN: Efficient Architecture Search for Speaker Recognition. - Rui Wang 073; Zhihua Wei 001; Haoran Duan 001; Shouling Ji; Yang Long 001; Zhen Hong (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning. - Chenghao Xiao; Yang Long 001; Noura Al Moubayed (ACL (Findings), 2023)

Dual Feature Augmentation Network for Generalized Zero-shot Learning. - Lei Xiang; Yuan Zhou 023; Haoran Duan 001; Yang Long 001 (BMVC, 2023)

Privacy-Enhanced Zero-Shot Learning via Data-Free Knowledge Transfer. - Rui Gao; Fan Wan; Daniel Organisciak; Jiyao Pu; Haoran Duan 001; Peng Zhang 058; Xingsong Hou; Yang Long 001 (ICME, 2023)

Community-Aware Federated Video Summarization. - Fan Wan; Junyan Wang 001; Haoran Duan 001; Yang Song 001; Maurice Pagnucco; Yang Long 001 (IJCNN, 2023)

Towards Few-shot Image Captioning with Cycle-based Compositional Semantic Enhancement Framework. - Peng Zhang 058; Yang Bai; Jie Su 001; Yan Huang 008; Yang Long 001 (IJCNN, 2023)

Improving Health Mention Classification Through Emphasising Literal Meanings: A Study Towards Diversity and Generalisation for Public Health Surveillance. - Olanrewaju Tahir Aduragba; Jialin Yu; Alexandra I. Cristea; Yang Long 001 (WWW, 2023)

Visual-Semantic Aligned Bidirectional Network for Zero-Shot Learning. - Rui Gao; Xingsong Hou; Jie Qin; Yuming Shen; Yang Long 001; Li Liu 004; Zhao Zhang 001; Ling Shao 001 (IEEE Trans. Multim., 2023)

Data driven recurrent generative adversarial network for generalized zero shot image classification. - Jie Zhang 005; Shengbin Liao; Haofeng Zhang 001; Yang Long 001; Zheng Zhang 006; Li Liu 004 (Inf. Sci., 2023)

Dynamic Unary Convolution in Transformers. - Haoran Duan 001; Yang Long 001; Shidong Wang; Haofeng Zhang 001; Chris G. Willcocks; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition. - Taotao Li; Zhenyu Wen; Yang Long 001; Zhen Hong; Shilian Zheng; Li Yu 001; Bo Chen 003; Xiaoniu Yang; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

SID-NERF: Few-Shot Nerf Based on Scene Information Distribution. - Yuchen Li; Fan Wan; Yang Long 001 (ICME, 2024)

Dual Variational Knowledge Attention for Class Incremental Vision Transformer. - Haoran Duan 001; Rui Sun; Varun Ojha 001; Tejal Shah; Zhuoxu Huang; Zizhou Ouyang; Yawen Huang; Yang Long 001; Rajiv Ranjan 001 (IJCNN, 2024)

ConRF: Zero-shot Stylization of 3D Scenes with Conditioned Radiation Fields. - Xingyu Miao; Yang Bai; Haoran Duan 001; Fan Wan; Yawen Huang; Yang Long 001; Yefeng Zheng 001 (CoRR, 2024)

Dreamer XL: Towards High-Resolution Text-to-3D Generation via Trajectory Score Matching. - Xingyu Miao; Haoran Duan 001; Varun Ojha 001; Jun Song 003; Tejal Shah; Yang Long 001; Rajiv Ranjan 001 (CoRR, 2024)

ExactDreamer: High-Fidelity Text-to-3D Content Creation via Exact Score Matching. - Yumin Zhang; Xingyu Miao; Haoran Duan 001; Bo Wei; Tejal Shah; Yang Long 001; Rajiv Ranjan 001 (CoRR, 2024)

Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning. - Suyi Li 005; Chenyi Jiang; Shidong Wang; Yang Long 001; Zheng Zhang 006; Haofeng Zhang 001 (CoRR, 2024)

Dynamic Label Adversarial Training for Deep Learning Robustness Against Adversarial Attacks. - Zhenyu Liu; Haoran Duan 001; Huizhi Liang; Yang Long 001; Václav Snásel; Guiseppe Nicosia; Rajiv Ranjan 001; Varun Ojha 001 (CoRR, 2024)

Wearable-based behaviour interpolation for semi-supervised human activity recognition. - Haoran Duan 001; Shidong Wang; Varun Ojha 001; Shizheng Wang; Yawen Huang; Yang Long 001; Rajiv Ranjan 001; Yefeng Zheng 001 (Inf. Sci., 2024)

CTNeRF: Cross-time Transformer for dynamic neural radiance field from monocular video. - Xingyu Miao; Yang Bai; Haoran Duan 001; Fan Wan; Yawen Huang; Yang Long 001; Yefeng Zheng 001 (Pattern Recognit., 2024)

Deconfounding Causal Inference for Zero-Shot Action Recognition. - Junyan Wang 001; Yiqi Jiang; Yang Long 001; Xiuyu Sun; Maurice Pagnucco; Yang Song 001 (IEEE Trans. Multim., 2024)

MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement Learning. - Feiyang Yang; Xiongfei Li; Haoran Duan 001; Feilong Xu; Yawen Huang; Xiaoli Zhang 001; Yang Long 001; Yefeng Zheng 001 (IEEE J. Biomed. Health Informatics, 2024)

Dynamic visual-guided selection for zero-shot learning. - Yuan Zhou 023; Lei Xiang; Fan Liu; Haoran Duan 001; Yang Long 001 (J. Supercomput., 2024)

DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume. - Xingyu Miao; Yang Bai; Haoran Duan 001; Yawen Huang; Fan Wan; Xinxing Xu; Yang Long 001; Yefeng Zheng 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Rules for Expectation: Learning to Generate Rules via Social Environment Modeling. - Jiyao Pu; Haoran Duan 001; Junzhe Zhao; Yang Long 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm Without Real Data Exposure. - Fan Wan; Xingyu Miao; Haoran Duan 001; Jingjing Deng 001; Rui Gao; Yang Long 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Synthesizing Spreading-out features for generative zero-shot image classification. - Jingren Liu; Ke Sun; Zheng Zhang 006; Yang Long 001; Wankou Yang; Yunyang Yan; Haofeng Zhang 001 (Eng. Appl. Artif. Intell., 2025)

Towards stereoscopic vision: Attention-guided gaze estimation with EEG in 3D space. - Dantong Qin; Yang Long 001; Xun Zhang; Zhibin Zhou 002; Yuting Jin; Pan Wang 005 (Neurocomputing, 2025)

DFAN++: Enhanced triple-branch network for generalized zero-shot image classification. - Yifan Zhu; Lei Xiang; Yuan Zhou 023; Haoran Duan 001; Yang Long 001 (Neurocomputing, 2025)

D2Fusion: Dual-domain fusion with feature superposition for Deepfake detection. - Xueqi Qiu; Xingyu Miao; Fan Wan; Haoran Duan 001; Tejal Shah; Varun Ojha 001; Yang Long 001; Rajiv Ranjan 001 (Inf. Fusion, 2025)

FMDConv: Fast multi-attention dynamic convolution via speed-accuracy trade-off. - Tianyu Zhang; Fan Wan; Haoran Duan 001; Kevin W. Tong; Jingjing Deng 001; Yang Long 001 (Knowl. Based Syst., 2025)

Asynchronous Personalized Federated Learning through Global Memorization. - Fan Wan; Yuchen Li; Xueqi Qiu; Rui Sun; Leyuan Zhang; Xingyu Miao; Tianyu Zhang; Haoran Duan 001; Yang Long 001 (CoRR, 2025)

Imaginary-Connected Embedding in Complex Space for Unseen Attribute-Object Discrimination. - Chenyi Jiang; Shidong Wang; Yang Long 001; Zechao Li; Haofeng Zhang 001; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Attention in Diffusion Model: A Survey. - Litao Hua; Fan Liu; Jie Su 001; Xingyu Miao; Zizhou Ouyang; Zeyu Wang 009; Runze Hu; Zhenyu Wen; Bing Zhai; Yang Long 001; Haoran Duan 001; Yuan Zhou 023 (CoRR, 2025)

Rethinking Score Distilling Sampling for 3D Editing and Generation. - Xingyu Miao; Haoran Duan 001; Yang Long 001; Jungong Han (CoRR, 2025)

Multi-domain feature-enhanced attribute updater for generalized zero-shot learning. - Yuyan Shi; Chenyi Jiang; Feifan Song 004; Qiaolin Ye; Yang Long 001; Haofeng Zhang 001 (Neural Comput. Appl., 2025)

Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields. - Xingyu Miao; Haoran Duan 001; Yang Bai; Tejal Shah; Jun Song 003; Yang Long 001; Rajiv Ranjan 001; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Rethinking Brain Tumor Segmentation from the Frequency Domain Perspective. - Minye Shao; Zeyu Wang 009; Haoran Duan 001; Yawen Huang; Bing Zhai; Shizheng Wang; Yang Long 001; Yefeng Zheng 001 (CoRR, 2025)

Dual Interspersion and Flexible Deployment for Few-Shot Medical Image Segmentation. - Ziming Cheng; Shidong Wang; Yang Long 001; Tao Zhou 002; Hao-feng Zhang 001; Ling Shao 001 (IEEE Trans. Medical Imaging, 2025)

TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency. - Minye Shao; Xingyu Miao; Haoran Duan 001; Zeyu Wang 009; Jingkun Chen; Yawen Huang; Xian Wu 001; Jingjing Deng 001; Yang Long 001; Yefeng Zheng 001 (CoRR, 2025)

Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting. - Xingyu Miao; Haoran Duan 001; Quanhao Qian; Jiuniu Wang; Yang Long 001; Ling Shao 001; Deli Zhao; Ran Xu; Gongjie Zhang (CoRR, 2025)