Transductive Transfer LDA with Riesz-based Volume LBP for Emotion Recognition in The Wild. - Yuan Zong; Wenming Zheng; Xiaohua Huang; Jingwei Yan; Tong Zhang 021 (ICMI, 2015)

Video Based Emotion Recognition Using CNN and BRNN. - Youyi Cai; Wenming Zheng; Tong Zhang 021; Qiang Li 044; Zhen Cui 001; Jiayin Ye (CCPR (2), 2016)

Multi-clue fusion for emotion recognition in the wild. - Jingwei Yan; Wenming Zheng; Zhen Cui 001; Chuangao Tang; Tong Zhang 021; Yuan Zong; Ning Sun 001 (ICMI, 2016)

Emotion recognition in the wild via sparse transductive transfer linear discriminant analysis. - Yuan Zong; Wenming Zheng; Xiaohua Huang; Keyu Yan; Jingwei Yan; Tong Zhang 021 (J. Multimodal User Interfaces, 2016)

Cross-Corpus Speech Emotion Recognition Based on Domain-Adaptive Least-Squares Regression. - Yuan Zong; Wenming Zheng; Tong Zhang 021; Xiaohua Huang (IEEE Signal Process. Lett., 2016)

A Deep Neural Network-Driven Feature Learning Method for Multi-view Facial Expression Recognition. - Tong Zhang 021; Wenming Zheng; Zhen Cui 001; Yuan Zong; Jingwei Yan; Keyu Yan (IEEE Trans. Multim., 2016)

View-Independent Facial Action Unit Detection. - Chuangao Tang; Wenming Zheng; Jingwei Yan; Qiang Li 044; Yang Li 019; Tong Zhang 021; Zhen Cui 001 (FG, 2017)

Deep manifold-to-manifold transforming network for action recognition. - Tong Zhang 021; Wenming Zheng; Zhen Cui 001; Chaolong Li (CoRR, 2017)

Deep Manifold-to-Manifold Transforming Network. - Tong Zhang 021; Wenming Zheng; Zhen Cui 001; Chaolong Li (ICIP, 2018)

A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition. - Yang Li 019; Wenming Zheng; Zhen Cui 001; Tong Zhang 021; Yuan Zong (IJCAI, 2018)

Tensor graph convolutional neural network. - Tong Zhang 021; Wenming Zheng; Zhen Cui 001; Yang Li 019 (CoRR, 2018)

When Work Matters: Transforming Classical Network Structures to Graph CNN. - Wenting Zhao 001; Chunyan Xu; Zhen Cui 001; Tong Zhang 021; Jiatao Jiang; Zhenyu Zhang 005; Jian Yang 003 (CoRR, 2018)

Cross-database non-frontal facial expression recognition based on transductive deep transfer learning. - Keyu Yan; Wenming Zheng; Tong Zhang 021; Yuan Zong; Zhen Cui 001 (CoRR, 2018)

Face recognition based on recurrent regression neural network. - Yang Li 019; Wenming Zheng; Zhen Cui 001; Tong Zhang 021 (Neurocomputing, 2018)

Multi-cue fusion for emotion recognition in the wild. - Jingwei Yan; Wenming Zheng; Zhen Cui 001; Chuangao Tang; Tong Zhang 021; Yuan Zong (Neurocomputing, 2018)

Unsupervised facial expression recognition using domain adaptation based dictionary learning approach. - Keyu Yan; Wenming Zheng; Zhen Cui 001; Yuan Zong; Tong Zhang 021; Chuangao Tang (Neurocomputing, 2018)

Dual-Attention Graph Convolutional Network. - Xueya Zhang; Tong Zhang 021; Wenting Zhao 001; Zhen Cui 001; Jian Yang 003 (ACPR (2), 2019)

Hashing Graph Convolution for Node Classification. - Wenting Zhao 001; Zhen Cui 001; Chunyan Xu; Chengzheng Li; Tong Zhang 021; Jian Yang 003 (CIKM, 2019)

Learning Object-Wise Semantic Representation for Detection in Remote Sensing Imagery. - Chengzheng Li; Chunyan Xu; Zhen Cui 001; Dan Wang; Zequn Jie; Tong Zhang 021; Jian Yang 003 (CVPR Workshops, 2019)

Feature-Attentioned Object Detection in Remote Sensing Imagery. - Chengzheng Li; Chunyan Xu; Zhen Cui 001; Dan Wang; Tong Zhang 021; Jian Yang 003 (ICIP, 2019)

Si-GCN: Structure-induced Graph Convolution Network for Skeleton-based Action Recognition. - Rong Liu; Chunyan Xu; Tong Zhang 021; Wenting Zhao 001; Zhen Cui 001; Jian Yang 003 (IJCNN, 2019)

Adaptive Online Learning for Video Object Segmentation. - Li Wei; Chunyan Xu; Tong Zhang 021 (IScIDE (1), 2019)

Cross-Domain Facial Expression Recognition Based on Transductive Deep Transfer Learning. - Keyu Yan; Wenming Zheng; Tong Zhang 021; Yuan Zong; Chuangao Tang; Cheng Lu 005; Zhen Cui 001 (IEEE Access, 2019)

Spatial-Temporal Recurrent Neural Network for Emotion Recognition. - Tong Zhang 021; Wenming Zheng; Zhen Cui 001; Yuan Zong; Yang Li 019 (IEEE Trans. Cybern., 2019)

ℓ1-Norm Heteroscedastic Discriminant Analysis Under Mixture of Gaussian Distributions. - Wenming Zheng; Cheng Lu 005; Zhouchen Lin; Tong Zhang 021; Zhen Cui 001; Wankou Yang (IEEE Trans. Neural Networks Learn. Syst., 2019)

Variational Pathway Reasoning for EEG Emotion Recognition. - Tong Zhang 021; Zhen Cui 001; Chunyan Xu; Wenming Zheng; Jian Yang 003 (AAAI, 2020)

Cross-Modal Pattern-Propagation for RGB-T Tracking. - Chaoqun Wang 012; Chunyan Xu; Zhen Cui 001; Ling Zhou; Tong Zhang 021; Xiaoya Zhang; Jian Yang 003 (CVPR, 2020)

Pattern-Structure Diffusion for Multi-Task Learning. - Ling Zhou; Zhen Cui 001; Chunyan Xu; Zhenyu Zhang 005; Chaoqun Wang 012; Tong Zhang 021; Jian Yang 003 (CVPR, 2020)

Graph Wasserstein Correlation Analysis for Movie Retrieval. - Xueya Zhang; Tong Zhang 021; Xiaobin Hong 002; Zhen Cui 001; Jian Yang 003 (ECCV (25), 2020)

Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce Search. - Tong Zhang 021; Baoliang Cui; Zhen Cui 001; Haikuan Huang; Jian Yang 003; Hongbo Deng; Bo Zheng 007 (ICDE, 2020)

Graph inference learning for semi-supervised classification. - Chunyan Xu; Zhen Cui 001; Xiaobin Hong 002; Tong Zhang 021; Jian Yang 003; Wei Liu 005 (ICLR, 2020)

Fast Hyper-walk Gridded Convolution on Graph. - Xiaobin Hong 002; Tong Zhang 021; Zhen Cui 001; Chunyan Xu; Liangfang Zhang; Jian Yang 003 (PRCV (3), 2020)

Instance-Aware Graph Convolutional Network for Multi-Label Classification. - Yun Wang; Tong Zhang 021; Zhen Cui 001; Chunyan Xu; Jian Yang 003 (CoRR, 2020)

Interest-Behaviour Multiplicative Network for Resource-limited Recommendation. - Qianliang Wu; Tong Zhang 021; Zhen Cui 001; Jian Yang 003 (CoRR, 2020)

Hierarchical Semantic Propagation for Object Detection in Remote Sensing Imagery. - Chunyan Xu; Chengzheng Li; Zhen Cui 001; Tong Zhang 021; Jian Yang 003 (IEEE Trans. Geosci. Remote. Sens., 2020)

Deep Manifold-to-Manifold Transforming Network for Skeleton-Based Action Recognition. - Tong Zhang 021; Wenming Zheng; Zhen Cui 001; Yuan Zong; Chaolong Li; Xiaoyan Zhou; Jian Yang 003 (IEEE Trans. Multim., 2020)

Walk-Steered Convolution for Graph Classification. - Jiatao Jiang; Chunyan Xu; Zhen Cui 001; Tong Zhang 021; Wenming Zheng; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Graph Game Embedding. - Xiaobin Hong 002; Tong Zhang 021; Zhen Cui 001; Yuge Huang; Pengcheng Shen; Shaoxin Li 001; Jian Yang 003 (AAAI, 2021)

Deep Wasserstein Graph Discriminant Learning for Graph Classification. - Tong Zhang 021; Yun Wang; Zhen Cui 001; Chuanwei Zhou; Baoliang Cui; Haikuan Huang; Jian Yang 003 (AAAI, 2021)

Circulant Tensor Graph Convolutional Network for Text Classification. - Xuran Xu; Tong Zhang 021; Chunyan Xu; Zhen Cui 001 (ACPR (1), 2021)

Wasserstein Coupled Graph Learning for Cross-Modal Retrieval. - Yun Wang; Tong Zhang 021; Xueya Zhang; Zhen Cui 001; Yuge Huang; Pengcheng Shen; Shaoxin Li 001; Jian Yang 003 (ICCV, 2021)

Graph Deformer Network. - Wenting Zhao 001; Yuan Fang; Zhen Cui 001; Tong Zhang 021; Jian Yang 003 (IJCAI, 2021)

Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction. - Xuran Xu; Tong Zhang 021; Chunyan Xu; Zhen Cui 001; Jian Yang 003 (CoRR, 2021)

Going Deeper in Frequency Convolutional Neural Network: A Theoretical Perspective. - Xiaohan Zhu; Zhen Cui 001; Tong Zhang 021; Yong Li 044; Jian Yang 003 (CoRR, 2021)

Variational Gridded Graph Convolution Network for Node Classification. - Xiaobin Hong 002; Tong Zhang 021; Zhen Cui 001; Jian Yang 003 (IEEE CAA J. Autom. Sinica, 2021)

A Bi-Hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition. - Yang Li 019; Wenming Zheng; Yuan Zong; Zhen Cui 001; Tong Zhang 021; Xiaoyan Zhou (IEEE Trans. Affect. Comput., 2021)

A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition. - Yang Li 019; Lei Wang 001; Wenming Zheng; Yuan Zong; Lei Qi 001; Zhen Cui 001; Tong Zhang 021; Tengfei Song (IEEE Trans. Cogn. Dev. Syst., 2021)

Meta-VOS: Learning to Adapt Online Target-Specific Segmentation. - Chunyan Xu; Li Wei; Zhen Cui 001; Tong Zhang 021; Jian Yang 003 (IEEE Trans. Image Process., 2021)

Dual-Stream Structured Graph Convolution Network for Skeleton-Based Action Recognition. - Chunyan Xu; Rong Liu; Tong Zhang 021; Zhen Cui 001; Jian Yang 003; Chunlong Hu (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Complementary Random Walk: A New Perspective on Graph Embedding. - Yang Chen; Chunyan Xu; Tong Zhang 021; Guangyu Li (CSAE, 2022)

RecNet: A Resource-Constraint Aware Neural Network for Used Car Recommendation. - Haihua Shi; Jianjun Qian; Nengjun Zhu; Tong Zhang 021; Zhen Cui 001; Qianliang Wu; Shanshan Feng (Int. J. Comput. Intell. Syst., 2022)

Context-dependent emotion recognition. - Zili Wang; Lingjie Lao; Xiaoya Zhang; Yong Li 044; Tong Zhang 021; Zhen Cui 001 (J. Vis. Commun. Image Represent., 2022)

Self-Teaching Video Object Segmentation. - Chuanwei Zhou; Chunyan Xu; Zhen Cui 001; Tong Zhang 021; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Deep Graph Structural Infomax. - Wenting Zhao 001; Gongping Xu; Zhen Cui 001; Siqiang Luo; Cheng Long 001; Tong Zhang 021 (AAAI, 2023)

Global Variational Convolution Network for Semi-supervised Node Classification on Large-Scale Graphs. - Yide Qiu; Tong Zhang 021; Bo Huang; Zhen Cui 001 (PRCV (8), 2023)

TVDO: Tchebycheff Value-Decomposition Optimization for Multi-Agent Reinforcement Learning. - Xiaoliang Hu; Pengcheng Guo; Chuanwei Zhou; Tong Zhang 021; Zhen Cui 001 (CoRR, 2023)

UniKG: A Benchmark and Universal Embedding for Large-Scale Knowledge Graphs. - Yide Qiu; Shaoxiang Ling; Tong Zhang 021; Bo Huang; Zhen Cui 001 (CoRR, 2023)

Instance-Aware Deep Graph Learning for Multi-Label Classification. - Yun Wang; Tong Zhang 021; Chuanwei Zhou; Zhen Cui 001; Jian Yang 003 (IEEE Trans. Multim., 2023)

Spatial-Temporal Tensor Graph Convolutional Network for Traffic Speed Prediction. - Xuran Xu; Tong Zhang 021; Chunyan Xu; Zhen Cui 001; Jian Yang 003 (IEEE Trans. Intell. Transp. Syst., 2023)

MPDS: A Movie Posters Dataset for Image Generation with Diffusion Model. - Meng Xu; Tong Zhang 021; Fuyun Wang; Yi Lei; Xin Liu 011; Zhen Cui 001 (CoRR, 2024)

Intra-Inter Graph Representation Learning for Protein-Protein Binding Sites Prediction. - Wenting Zhao 001; Gongping Xu; Long Wang; Zhen Cui 001; Tong Zhang 021; Jian Yang 003 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

Structure-Sensitive Graph Dictionary Embedding for Graph Classification. - Guangbu Liu; Tong Zhang 021; Xudong Wang; Wenting Zhao 001; Chuanwei Zhou; Zhen Cui 001 (IEEE Trans. Artif. Intell., 2024)

Wasserstein Discriminant Dictionary Learning for Graph Representation. - Tong Zhang 021; Guangbu Liu; Zhen Cui 001; Wei Liu 005; Wenming Zheng; Jian Yang 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Scene Graph-Grounded Image Generation. - Fuyun Wang; Tong Zhang 021; Yuanzhi Wang; Xiaoya Zhang; Xin Liu 011; Zhen Cui 001 (AAAI, 2025)

Boosting Graph Convolution with Disparity-induced Structural Refinement. - Sujia Huang; Yueyang Pi; Tong Zhang 021; Wenzhe Liu; Zhen Cui 001 (WWW, 2025)

Multi-Modal Hypergraph Enhanced LLM Learning for Recommendation. - Xu Guo; Tong Zhang 021; Yuanzhi Wang; Chenxu Wang; Fuyun Wang; Xudong Wang; Xiaoya Zhang; Xin Liu 011; Zhen Cui 001 (CoRR, 2025)

MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation. - Xu Guo; Tong Zhang 021; Fuyun Wang; Xudong Wang; Xiaoya Zhang; Xin Liu 011; Zhen Cui 001 (CoRR, 2025)

Torque-based Graph Surgery:Enhancing Graph Neural Networks with Hierarchical Rewiring. - Sujia Huang; Lele Fu; Zhen Cui 001; Tong Zhang 021; Na Song; Bo Huang (CoRR, 2025)