Deqiang Ouyang

Computer Science · Physical Sciences

16h-index1.2kcitations54works4.02yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural Networks Stability and Synchronization(16), Distributed Control Multi-Agent Systems(7), Video Surveillance and Tracking Methods(6), Advanced Image and Video Retrieval Techniques(6), Multimodal Machine Learning Applications(5)

Publications54 total

MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization
Underline Science Inc.·2026Open Access
Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts
Underline Science Inc.·2026Open Access
Joint Trajectory and Link Quality Prediction in LAENets via Multi-Task Time-Series Large Models
IEEE Transactions on Cognitive Communications and Networking·2025
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation
arXiv (Cornell University)·2025Open Access
Sum-based dynamic discrete event-triggered mechanism for synchronization of delayed neural networks under deception attacks
Frontiers of Information Technology & Electronic Engineering·2025
Towards Pattern-Aware Data Augmentation for Temporal Knowledge Graph Completion
Proceedings of the VLDB Endowment·2025
SFCM-AEG: Source-Free Cross-Modal Adversarial Example Generation
IEEE Transactions on Multimedia·2025· 1 cited
Label-Template Based Few-Shot Text Classification with Contrastive Learning
Communications in computer and information science·2025· 1 cited
Imagined Digits Recognition Based on Masked Electroencephalography Modeling
Communications in computer and information science·2025
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion
arXiv (Cornell University)·2024Open Access
Label-template based Few-Shot Text Classification with Contrastive\n Learning
arXiv (Cornell University)·2024Open Access
Limit Order Book Event Stream Prediction with Diffusion Model
arXiv (Cornell University)·2024Open Access
LESEP: Boosting Adversarial Transferability via Latent Encoding and Semantic Embedding Perturbations
IEEE Transactions on Circuits and Systems for Video Technology·2024· 6 cited
Towards Open-vocabulary HOI Detection with Calibrated Vision-language Models and Locality-aware Queries
2024
Enhanced Tensorial Self-representation Subspace Learning for Incomplete Multi-view Clustering
2024· 5 cited
Robust Hypergraph Regularized Deep Non-Negative Matrix Factorization for Multi-View Clustering
IEEE Transactions on Emerging Topics in Computational Intelligence·2024· 16 cited
Mutual Correlation Network for few-shot learning
Neural Networks·2024· 15 cited
Generative Adversarial Networks with Learnable Auxiliary Module for Image Synthesis
ACM Transactions on Multimedia Computing Communications and Applications·2024· 13 citedOpen Access
Efficient and Secure Aggregation Framework for Federated-Learning-Based Spectrum Sharing
IEEE Internet of Things Journal·2024· 4 cited
SPGAN: Siamese projection Generative Adversarial Networks
Knowledge-Based Systems·2024· 16 cited
page 1 of 3Next →

Frequent Co-authors

Jie Shao(23), Sing Kiong Nguang(6), Haijun Jiang(6), Chuandong Li(5), Heng Tao Shen(5), Hongfei Li(5), Feiyu Chen(5), Cheng Hu(5), Shuang Liang(4), Yan Gan(4), Anjie Zhu(3), Yonghui Zhang(3), Mao Ye(3), Tao Xiang(3), Xiaoyang Tian(2), Tingwen Huang(2), Hui Xu(2), Jiaxing Wang(2), Xueliang Liu(2), Hangjun Che(2)