Hua, Yang

41 publications

CVPR 2025 Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling Zhaoyu Zhang, Yang Hua, Guanxiong Sun, Hui Wang, Seán McLoone

AISTATS 2025 Learning Identifiable Structures Helps Avoid Bias in DNN-Based Supervised Causal Learning Jiaru Zhang, Rui Ding, Qiang Fu, Huang Bojun, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang

ICML 2025 PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs Jianqing Zhang, Yang Liu, Jie Fu, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang

MLOSS 2025 PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark Jianqing Zhang, Yang Liu, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao

AAAI 2025 R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration Yang Hua, Tianyang Xu, Xiaoning Song, Zhenhua Feng, Rui Wang, Wenjie Zhang, Xiaojun Wu

ICCV 2025 Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-Wise Gradient Alignment Qingqian Yang, Peishen Yan, Xiaoyu Wu, Jiaru Zhang, Tao Song, Yang Hua, Hao Wang, Liangliang Wang, Haibing Guan

ICML 2025 Training Diffusion-Based Generative Models with Limited Data Zhaoyu Zhang, Yang Hua, Guanxiong Sun, Hui Wang, Seán Mcloone

CVPR 2024 An Upload-Efficient Scheme for Transferring Knowledge from a Server-Side Pre-Trained Generator to Clients in Heterogeneous Federated Learning Jianqing Zhang, Yang Liu, Yang Hua, Jian Cao

ICLR 2024 Backdoor Federated Learning by Poisoning Backdoor-Critical Layers Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan

CVPR 2024 CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion Xiaoyu Wu, Yang Hua, Chumeng Liang, Jiaru Zhang, Hao Wang, Tao Song, Haibing Guan

AAAI 2024 Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing Hanfei Yu, Jian Li, Yang Hua, Xu Yuan, Hao Wang

AAAI 2024 FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning Jianqing Zhang, Yang Liu, Yang Hua, Jian Cao

WACV 2024 Improving the Fairness of the Min-Max Game in GANs Training Zhaoyu Zhang, Yang Hua, Hui Wang, Seán McLoone

WACV 2024 Improving the Leaking of Augmentations in Data-Efficient GANs via Adaptive Negative Data Augmentation Zhaoyu Zhang, Yang Hua, Guanxiong Sun, Hui Wang, Seán McLoone

ECCV 2024 SkyMask: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad Reza Haghighat, Haibing Guan

ICML 2023 Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan

NeurIPS 2023 Eliminating Domain Bias for Federated Learning in Representation Space Jianqing Zhang, Yang Hua, Jian Cao, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan

AAAI 2023 FedALA: Adaptive Local Aggregation for Personalized Federated Learning Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan

ICCV 2023 GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan

ICLRW 2023 IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters Xinshao Wang, Yang Hua, Elyor Kodirov, David A. Clifton, Neil M. Robertson

ICCV 2023 Spatio-Temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun, Chi Wang, Zhaoyu Zhang, Jiankang Deng, Stefanos Zafeiriou, Yang Hua

ECCV 2022 Efficient One-Stage Video Object Detection by Exploiting Temporal Consistency Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

AAAI 2022 Improving Bayesian Neural Networks by Adversarial Sampling Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan

ECCV 2022 TDViT: Temporal Dilated Video Transformer for Dense Video Tasks Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

AAAI 2021 MAMBA: Multi-Level Aggregation via Memory Bank for Video Object Detection Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

CVPR 2021 ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks Xinshao Wang, Yang Hua, Elyor Kodirov, David A. Clifton, Neil M. Robertson

CVPR 2021 Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization Jiaru Zhang, Yang Hua, Zhengui Xue, Tao Song, Chengyu Zheng, Ruhui Ma, Haibing Guan

ICCV 2021 Self-Supervised Vessel Segmentation via Adversarial Learning Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang, Zhengui Xue, Heng Cao, Ruhui Ma, Haibing Guan

IJCAI 2021 Themis: A Fair Evaluation Platform for Computer Vision Competitions Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan

AAAI 2020 Learning Deep Relations to Promote Saliency Detection Changrui Chen, Xin Sun, Yang Hua, Junyu Dong, Hongwei Xv

ECCV 2020 Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil M. Robertson

AAAI 2020 Reinforcing Neural Network Stability with Attractor Dynamics Hanming Deng, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan

AAAI 2019 Deep Metric Learning by Online Soft Mining and Class-Aware Attention Xinshao Wang, Yang Hua, Elyor Kodirov, Guosheng Hu, Neil Martin Robertson

WACV 2019 GAN-Based Pose-Aware Regulation for Video-Based Person Re-Identification Alessandro Borgia, Yang Hua, Elyor Kodirov, Neil Martin Robertson

WACV 2019 IEGAN: Multi-Purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network Soumya Shubhra Ghosh, Yang Hua, Sankha Subhra Mukherjee, Neil Martin Robertson

ECCV 2018 Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy Hospedales, Neil Robertson, Yongxin Yang

ICCV 2017 Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil M. Robertson, Yongxin Yang

ICCV 2015 Online Object Tracking with Proposal Selection Yang Hua, Karteek Alahari, Cordelia Schmid

ECCV 2014 Occlusion and Motion Reasoning for Long-Term Tracking Yang Hua, Karteek Alahari, Cordelia Schmid

CVPR 2012 Hierarchical Matching with Side Information for Image Classification Qiang Chen, Zheng Song, Yang Hua, ZhongYang Huang, Shuicheng Yan

CVPR 2011 Contextualizing Object Detection and Classification Zheng Song, Qiang Chen, ZhongYang Huang, Yang Hua, Shuicheng Yan