Yang Hua
Orcid: 0000-0001-5536-503XAffiliations:
- Queen's University Belfast, UK (since 2017)
- AnyVision, Belfast, UK (2016 - 2017)
- Grenoble Alpes University, France (PhD 2016)
- Panasonic Singapore Laboratories, Singapore (2008 - 2012)
According to our database1,
Yang Hua
authored at least 99 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
IEEE Trans. Intell. Transp. Syst., July, 2025
PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs.
CoRR, June, 2025
CoRR, June, 2025
IEEE Trans. Circuits Syst. Video Technol., February, 2025
CoRR, January, 2025
FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with Coding.
CoRR, January, 2025
Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025
2024
Proc. VLDB Endow., August, 2024
Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024
Siren$^+$+: Robust Federated Learning With Proactive Alarming and Differential Privacy.
IEEE Trans. Dependable Secur. Comput., 2024
Unpaired Caricature-Visual Face Recognition via Feature Decomposition-Restoration-Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2024
CoRR, 2024
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Improving the Leaking of Augmentations in Data-Efficient GANs via Adaptive Negative Data Augmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Improving the Training of the GANs with Limited Data via Dual Adaptive Noise Injection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
SKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks.
Proceedings of the Computer Vision - ECCV 2024, 2024
An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., August, 2023
<i>WH</i><sup>2</sup><i>D</i><sup>2</sup><i>N</i><sup>2</sup>: Distributed AI-enabled OK-ASN Service for Web of Things.
ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2023
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
ACM Comput. Surv., 2023
Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.
Proceedings of the International Conference on Machine Learning, 2023
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion.
Proceedings of the IEEE International Conference on Acoustics, 2023
Flowreg: Latent Space Regularization Using Normalizing Flow For Limited Samples Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks.
IEEE Trans. Big Data, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State.
CoRR, 2022
Comput. Aided Des., 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Hierarchical Satellite System Graph for Approximate Nearest Neighbor Search on Big Data.
Trans. Data Sci., 2021
IEEE Trans. Circuits Syst. Video Technol., 2021
IEEE Netw., 2021
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
CoRR, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the 14th International Congress on Image and Signal Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Neurocomputing, 2020
Object-adaptive LSTM network for real-time visual tracking with adversarial data augmentation.
Neurocomputing, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
An RSS-Based Classification of User Equipment Usage in Indoor Millimeter Wave Wireless Networks Using Machine Learning.
IEEE Access, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Improving Detection And Recognition Of Degraded Faces By Discriminative Feature Restoration Using GAN.
Proceedings of the IEEE International Conference on Image Processing, 2020
Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Weakly Supervised Salient Object Detection With Spatiotemporal Cascade Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., 2019
Emphasis Regularisation by Gradient Rescaling for Training Deep Neural Networks with Noisy Labels.
CoRR, 2019
IEGAN: Multi-Purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Unsupervised Video Summarization with Attentive Conditional Generative Adversarial Networks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
SC-RANK: Improving Convolutional Image Captioning with Self-Critical Learning and Ranking Metric-based Reward.
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Image Process., 2018
Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
Towards robust visual object tracking : proposal selection and occlusion reasoning. (Vers un suivi robuste d'objets visuels : sélection de propositions et traitement des occlusions).
PhD thesis, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
Proceedings of the Computer Vision - ECCV 2014, 2014
2013
2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011