Consensus for Higher-Order Multi-agent Networks with External Disturbances. - Deqiang Ouyang; Haijun Jiang; Cheng Hu 005; Yingying Liu (ISNN, 2014)

Consensus for general multi-agent networks with external disturbances. - Deqiang Ouyang; Zhiyong Yu 002; Haijun Jiang; Cheng Hu 005 (Neurocomputing, 2016)

Exploiting score distribution for heterogenous feature fusion in image classification. - Chengkun He; Jie Shao 001; Xing Xu 001; Deqiang Ouyang; Lianli Gao (Neurocomputing, 2017)

Fixed-time stability and stabilization of impulsive dynamical systems. - Hongfei Li 001; Chuandong Li 001; Tingwen Huang; Deqiang Ouyang (J. Frankl. Inst., 2017)

Impulsive Constraint Control of Coupled Neural Network Model with Actual Saturation. - Deqiang Ouyang; Tingwen Huang; Chuandong Li 001; Caiping Chen; Hongfei Li 001 (ICONIP (7), 2018)

Person Re-identification Using Two-Stage Convolutional Neural Network. - Yonghui Zhang; Jie Shao 001; Deqiang Ouyang; Heng Tao Shen (ICPR, 2018)

Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework. - Deqiang Ouyang; Jie Shao 001; Yonghui Zhang; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2018)

Video-based person re-identification via spatio-temporal attentional and two-stream fusion convolutional networks. - Deqiang Ouyang; Yonghui Zhang; Jie Shao 001 (Pattern Recognit. Lett., 2019)

MRMRP: Multi-source Review-Based Model for Rating Prediction. - Xiaochen Wang; Tingsong Xiao; Jie Tang 005; Deqiang Ouyang; Jie Shao 001 (DASFAA (2), 2020)

Fused Recurrent Network Via Channel Attention For Remote Sensing Satellite Image Super-Resolution. - Xinyao Li; Dongyang Zhang 001; Zhenwen Liang; Deqiang Ouyang; Jie Shao 001 (ICME, 2020)

Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning. - Hui Xu; Chong Zhang; Jiaxing Wang; Deqiang Ouyang; Yu Zheng; Jie Shao 001 (IJCAI, 2020)

Multiplicative angular margin loss for text-based person search. - Peng Zhang; Deqiang Ouyang; Feiyu Chen 001; Jie Shao 001 (MMAsia, 2020)

Stability property of impulsive inertial neural networks with unbounded time delay and saturating actuators. - Deqiang Ouyang; Jie Shao 001; Cheng Hu 005 (Neural Comput. Appl., 2020)

Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. - Deqiang Ouyang; Jie Shao 001; Haijun Jiang; Sing Kiong Nguang; Heng Tao Shen (Neural Networks, 2020)

Synchronization of Delayed Neural Networks via Integral-Based Event-Triggered Scheme. - Liruo Zhang; Sing Kiong Nguang; Deqiang Ouyang; Shen Yan 003 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Learning What and When to Drop: Adaptive Multimodal and Contextual Dynamics for Emotion Recognition in Conversation. - Feiyu Chen 001; Zhengxiao Sun; Deqiang Ouyang; Xueliang Liu; Jie Shao 001 (ACM Multimedia, 2021)

Language Person Search with Pair-Based Weighting Loss. - Peng Zhang; Deqiang Ouyang; Chunlin Jiang; Jie Shao 001 (MMM (1), 2021)

Finite-time stability of coupled impulsive neural networks with time-varying delays and saturating actuators. - Deqiang Ouyang; Jie Shao 001; Haijun Jiang; Shiping Wen 001; Sing Kiong Nguang (Neurocomputing, 2021)

Unsupervised meta-learning for few-shot learning. - Hui Xu; Jiaxing Wang; Hao Li; Deqiang Ouyang; Jie Shao 001 (Pattern Recognit., 2021)

Observer-Based Dissipativity Control for T-S Fuzzy Neural Networks With Distributed Time-Varying Delays. - Hongfei Li 001; Chuandong Li 001; Deqiang Ouyang; Sing Kiong Nguang; Zhilong He (IEEE Trans. Cybern., 2021)

Impulsive Synchronization of Unbounded Delayed Inertial Neural Networks With Actuator Saturation and Sampled-Data Control and its Application to Image Encryption. - Hongfei Li 001; Chuandong Li 001; Deqiang Ouyang; Sing Kiong Nguang (IEEE Trans. Neural Networks Learn. Syst., 2021)

Impulsive Stabilization of Nonlinear Time-Delay System With Input Saturation via Delay-Dependent Polytopic Approach. - Hongfei Li 001; Chuandong Li 001; Deqiang Ouyang; Sing Kiong Nguang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

SMDT: Cross-View Geo-Localization with Image Alignment and Transformer. - Xiaoyang Tian; Jie Shao 001; Deqiang Ouyang; Anjie Zhu; Feiyu Chen 001 (ICME, 2022)

Step by step: A hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning. - Anjie Zhu; Deqiang Ouyang; Shuang Liang 002; Jie Shao 001 (Knowl. Based Syst., 2022)

UAV-Satellite View Synthesis for Cross-View Geo-Localization. - Xiaoyang Tian; Jie Shao 001; Deqiang Ouyang; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Scenario-Aware Recurrent Transformer for Goal-Directed Video Captioning. - Xin Man; Deqiang Ouyang; Xiangpeng Li; Jingkuan Song; Jie Shao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Sum-based event-triggered dynamic output feedback control for synchronization of fuzzy neural networks with deception attacks. - Duo Zhang 006; Deqiang Ouyang; Lan Shu; Cheng Hu 005; Kaibo Shi; Shiping Wen 001 (Neural Comput. Appl., 2023)

Empowering the Diversity and Individuality of Option: Residual Soft Option Critic Framework. - Anjie Zhu; Feiyu Chen 001; Hui Xu; Deqiang Ouyang; Jie Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Fixed-Time Cluster Consensus for Multi-Agent Systems with Objective Optimization on Directed Networks. - Suna Duan; Zhiyong Yu 002; Haijun Jiang; Deqiang Ouyang (J. Syst. Sci. Complex., 2023)

Enhanced Tensorial Self-representation Subspace Learning for Incomplete Multi-view Clustering. - Hangjun Che; Xinyu Pu; Deqiang Ouyang; Beibei Li 002 (ACM Multimedia, 2024)

Towards Open-vocabulary HOI Detection with Calibrated Vision-language Models and Locality-aware Queries. - Zhenhao Yang; Xin Liu; Deqiang Ouyang; Guiduo Duan; Dongyang Zhang 001; Tao He 007; Yuan-Fang Li (ACM Multimedia, 2024)

Label-template based Few-Shot Text Classification with Contrastive Learning. - Guanghua Hou; Shuhui Cao; Deqiang Ouyang; Ning Wang 003 (CoRR, 2024)

SPGAN: Siamese projection Generative Adversarial Networks. - Yan Gan; Tao Xiang 001; Deqiang Ouyang; Mingliang Zhou 001; Mao Ye 001 (Knowl. Based Syst., 2024)

Mutual Correlation Network for few-shot learning. - Derong Chen; Feiyu Chen 001; Deqiang Ouyang; Jie Shao 001 (Neural Networks, 2024)

Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation. - Feiyu Chen 001; Jie Shao 001; Anjie Zhu; Deqiang Ouyang; Xueliang Liu; Heng Tao Shen (IEEE Trans. Cybern., 2024)

Efficient and Secure Aggregation Framework for Federated-Learning-Based Spectrum Sharing. - Weiwei Li 002; Guorong Chen; Xianming Zhang; Ning Wang 003; Deqiang Ouyang; Chao Chen 004 (IEEE Internet Things J., 2024)

Learning Robust Neural Processes with Risk-Averse Stochastic Optimization. - Huafeng Liu; Yiran Fu; Liping Jing; Hui Li; Shuyang Lin; Jingyue Shi; Deqiang Ouyang; Jian Yu (ICML, 2025)

SFCM-AEG: Source-Free Cross-Modal Adversarial Example Generation. - Yan Gan; Xinyao Xiao; Tao Xiang 001; Chengqian Wu; Deqiang Ouyang (IEEE Trans. Multim., 2025)

LESEP: Boosting Adversarial Transferability via Latent Encoding and Semantic Embedding Perturbations. - Yan Gan; Chengqian Wu; Deqiang Ouyang; Song Tang 001; Mao Ye 001; Tao Xiang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Robust Hypergraph Regularized Deep Non-Negative Matrix Factorization for Multi-View Clustering. - Hangjun Che; Chenglu Li; Man-Fai Leung; Deqiang Ouyang; Xiangguang Dai; Shiping Wen 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Generative Adversarial Networks with Learnable Auxiliary Module for Image Synthesis. - Yan Gan; Chenxue Yang; Mao Ye 001; Renjie Huang; Deqiang Ouyang (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion. - Jiasheng Zhang; Deqiang Ouyang; Shuang Liang 002; Jie Shao 001 (Proc. VLDB Endow., 2025)

Sum-based dynamic discrete event-triggered mechanism for synchronization of delayed neural networks under deception attacks. - Zhongjing Yu; Duo Zhang 006; Shihan Kong; Deqiang Ouyang; Hongfei Li 001; Junzhi Yu (Frontiers Inf. Technol. Electron. Eng., 2025)

Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation. - Muquan Li; Hang Gou; Dongyang Zhang 001; Shuang Liang 002; Xiurui Xie; Deqiang Ouyang; Ke Qin (CoRR, 2025)