PPaperPicks

Yang Hua

Queen's University Belfast, UK

17 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5536-503X ↗Homepage ↗

Venues

AAAI ×3CVPR ×3ICML ×2SIGKDD ×2ACM MM ×1AISTATS ×1AsiaCCS ×1ECCV ×1ICCV ×1ICLR ×1VLDB ×1

Frequent coauthors

Hao Wang
×8
Tao Song
×6
Haibing Guan
×6
Jiaru Zhang
×4
Jianqing Zhang
×4
Yang Liu
×4
Jian Cao
×4
Jian Li
×3
Xiaoyu Wu
×3
Zhaoyu Zhang
×3
Guanxiong Sun
×3
Hui Wang
×3

Papers

  1. Deep Learning Backdoor Defense via Adaptive Trigger Collisions in Latent Space
    AsiaCCS 2026 ·
    Zixun Xiong
    ,
    Hao Wang
    ,
    Jian Li
    , Yang Hua,
    Miao Pan
    ,
    Xiaojiang Du
  2. Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks
    SIGKDD 2026 ·
    Xiaoyu Wu
    ,
    Jiaru Zhang
    , Yang Hua,
    Bohan Lyu
    ,
    Hao Wang
    ,
    Tao Song
    ,
    Haibing Guan
  3. Poisoning with a Pill: Circumventing Detection in Federated Learning
    AAAI 2026 ·
    Hanxi Guo
    ,
    Hao Wang
    ,
    Tao Song
    ,
    Tianhang Zheng
    , Yang Hua,
    Haibing Guan
    ,
    Xiangyu Zhang
  4. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    SIGKDD 2025 ·
    Jianqing Zhang
    ,
    Xinghao Wu
    ,
    Yanbing Zhou
    ,
    Xiaoting Sun
    ,
    Qiqi Cai
    ,
    Yang Liu
    , Yang Hua,
    Zhenzhe Zheng
    ,
    Jian Cao
    ,
    Qiang Yang
  5. Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling
    CVPR 2025 ·
    Zhaoyu Zhang
    , Yang Hua,
    Guanxiong Sun
    ,
    Hui Wang
    ,
    Seán F. McLoone
  6. Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
    AISTATS 2025 ·
    Jiaru Zhang
    ,
    Rui Ding
    ,
    Qiang Fu
    ,
    Bojun Huang
    ,
    Zizhen Deng
    , Yang Hua,
    Haibing Guan
    ,
    Shi Han
    ,
    Dongmei Zhang
  7. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
    ICML 2025 ·
    Jianqing Zhang
    ,
    Yang Liu
    ,
    Jie Fu
    , Yang Hua,
    Tianyuan Zou
    ,
    Jian Cao
    ,
    Qiang Yang
  8. Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-Wise Gradient Alignment
    ICCV 2025 ·
    Qingqian Yang
    ,
    Peishen Yan
    ,
    Xiaoyu Wu
    ,
    Jiaru Zhang
    ,
    Tao Song
    , Yang Hua,
    Hao Wang
    ,
    Liangliang Wang
    ,
    Haibing Guan
  9. Training Diffusion-based Generative Models with Limited Data
    ICML 2025 ·
    Zhaoyu Zhang
    , Yang Hua,
    Guanxiong Sun
    ,
    Hui Wang
    ,
    Seán F. McLoone
  10. An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
    CVPR 2024 ·
    Jianqing Zhang
    ,
    Yang Liu
    , Yang Hua,
    Jian Cao
  11. Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
    ICLR 2024 ·
    Haomin Zhuang
    ,
    Mingxian Yu
    ,
    Hao Wang
    , Yang Hua,
    Jian Li
    ,
    Xu Yuan
  12. CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion
    CVPR 2024 ·
    Xiaoyu Wu
    , Yang Hua,
    Chumeng Liang
    ,
    Jiaru Zhang
    ,
    Hao Wang
    ,
    Tao Song
    ,
    Haibing Guan
  13. Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing
    AAAI 2024 ·
    Hanfei Yu
    ,
    Jian Li
    , Yang Hua,
    Xu Yuan
    ,
    Hao Wang
  14. FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
    AAAI 2024 ·
    Jianqing Zhang
    ,
    Yang Liu
    , Yang Hua,
    Jian Cao
  15. Improving the Training of the GANs with Limited Data via Dual Adaptive Noise Injection
    ACM MM 2024 ·
    Zhaoyu Zhang
    , Yang Hua,
    Guanxiong Sun
    ,
    Hui Wang
    ,
    Seán F. McLoone
  16. OFL-W3: A One-shot Federated Learning System on Web 3.0
    VLDB 2024 ·
    Linshan Jiang
    ,
    Moming Duan
    ,
    Bingsheng He
    ,
    Yulin Sun
    ,
    Peishen Yan
    , Yang Hua,
    Tao Song
  17. SKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks
    ECCV 2024 ·
    Peishen Yan
    ,
    Hao Wang
    ,
    Tao Song
    , Yang Hua,
    Ruhui Ma
    ,
    Ningxin Hu
    ,
    Mohammad Reza Haghighat
    ,
    Haibing Guan