Wu, Xiaoyu

15 publications

TMLR 2026 Accelerating Inference of Discrete Autoregressive Normalizing Flows by Selective Jacobi Decoding Jiaru Zhang, Juanwu Lu, Xiaoyu Wu, Ziran Wang, Ruqi Zhang

ICLR 2026 Language-Guided Open-World Video Anomaly Detection Under Weak Supervision Zihao Liu, Xiaoyu Wu, Jianqin Wu, Xuxu Wang, Linlin Yang

AAAI 2025 Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

ICML 2025 Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models Xiaoyu Wu, Jiaru Zhang, Steven Wu

ICCV 2025 PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models Runze He, Bo Cheng, Yuhang Ma, Qingxiang Jia, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin

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

ICLR 2025 Targeted Attack Improves Protection Against Unauthorized Diffusion Customization Boyang Zheng, Chumeng Liang, Xiaoyu Wu

NeurIPS 2025 Unlearned but Not Forgotten: Data Extraction After Exact Unlearning in LLM Xiaoyu Wu, Yifei Pang, Terrance Liu, Steven Wu

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

AISTATS 2024 Enhancing Distributional Stability Among Sub-Populations Jiashuo Liu, Jiayun Wu, Jie Peng, Xiaoyu Wu, Yang Zheng, Bo Li, Peng Cui

NeurIPS 2024 HiCo: Hierarchical Controllable Diffusion Model for Layout-to-Image Generation Bo Cheng, Yuhang Ma, Liebucha Wu, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

ICLR 2024 Toward Effective Protection Against Diffusion-Based Mimicry Through Score Distillation Haotian Xue, Chumeng Liang, Xiaoyu Wu, Yongxin Chen

ECML-PKDD 2023 ARConvL: Adaptive Region-Based Convolutional Learning for Multi-Class Imbalance Classification Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao

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

ECML-PKDD 2021 Label-Assisted Memory Autoencoder for Unsupervised Out-of-Distribution Detection Shuyi Zhang, Chao Pan, Liyan Song, Xiaoyu Wu, Zheng Hu, Ke Pei, Peter Tino, Xin Yao