| 2026 | KDD | Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks. | Xiaoyu Wu, Jiaru Zhang, Yang Hua, Bohan Lyu, Hao Wang, Tao Song, Haibing Guan |
| 2025 | AAAI | 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 |
| 2025 | EMNLP | TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering. | Junnan Zhu, Jingyi Wang, Bohan Yu, Xiaoyu Wu, Junbo Li, Lei Wang, Nan Xu |
| 2025 | ICCV | 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 |
| 2025 | ICCV | 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 |
| 2025 | ICLR | Targeted Attack Improves Protection against Unauthorized Diffusion Customization. | Boyang Zheng, Chumeng Liang, Xiaoyu Wu |
| 2025 | ICML | Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models. | Xiaoyu Wu, Jiaru Zhang, Steven Wu |
| 2025 | ICRA | Dark-DENet: A Lightweight Enhancement Network for Low-Light Object Detection. | Xiaoyu Wu, Yuxiang Shao, Xinyu Jin |
| 2024 | ACCV | LoCo-MAD: Long-Range Context-Enhanced Model Towards Plot-Centric Movie Audio Description. | Jiayi Wang, Zihao Liu, Xiaoyu Wu |
| 2024 | ADMA | PViT: Pooling Vision Transformer for Active Trachoma Image Classification. | Mulugeta Shitie Zewudie, Shengwu Xiong, Xiaohan Yu, Xiaoyu Wu, Aminu Onimisi Abdulsalami, Mengjiao Wang |
| 2024 | AISTATS | Enhancing Distributional Stability among Sub-populations. | Jiashuo Liu, Jiayun Wu, Jie Peng, Xiaoyu Wu, Yang Zheng, Bo Li, Peng Cui |
| 2024 | CVPR | 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 |
| 2024 | ICLR | Toward effective protection against diffusion-based mimicry through score distillation. | Haotian Xue, Chumeng Liang, Xiaoyu Wu, Yongxin Chen |
| 2023 | DICTA | SupCon-ViT: Supervised contrastive learning for ultra-fine-grained visual categorization. | Xiaowei Lu, Xiaohan Yu, Kanqi Wang, Ying Wang, Peiyu Wang, Gang Liu, Yang Zhao, Yunhui Xiang, Yongsheng Gao, Xiaoyu Wu |
| 2023 | DICTA | Diving into Continual Ultra-fine-grained Visual Categorization. | Pengcheng Zhang, Xiaohan Yu, Xiao Bai, Jin Zheng, Xiaoyu Wu, Yongsheng Gao |
| 2023 | ICASSP | ICEL: Learning with Inconsistent Explanations. | Biao Liu, Xiaoyu Wu, Bo Yuan |
| 2023 | ICIG | Virtual-Violence: A Brand-New Dataset for Video Violence Recognition. | Pengpeng Ou, Xiaoyu Wu, Yimeng Shang |
| 2023 | ICIG | GLTCM: Global-Local Temporal and Cross-Modal Network for Audio-Visual Event Localization. | Xiaoyu Wu, Jucheng Qiu, Qiurui Yue |
| 2023 | ICML | 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 |
| 2023 | ISSRE | A Survey of Metrics to Enhance Training Dependability in Large Language Models. | Wenyi Fang, Hao Zhang, Ziyu Gong, Longbin Zeng, Xuhui Lu, Biao Liu, Xiaoyu Wu, Yang Zheng, Zheng Hu, Xun Zhang |
| 2022 | HPCC | Contrastive Self-Supervised Learning for Predicting Disease-RNA Associations. | Xiaoyu Wu, Jinli Zhang, Zongli Jiang, Jianqiang Li |
| 2022 | ICALP | Approximation Algorithms for Interdiction Problem with Packing Constraints. | Lin Chen, Xiaoyu Wu, Guochuan Zhang |
| 2022 | ICRA | Estimation of Upper Limb Kinematics with a Magnetometer-Free Egocentric Visual-Inertial System. | Tong Li, Xiaoyu Wu, Huixu Dong, Haoyong Yu |
| 2021 | COCOA | Two-Facility Location Games with a Minimum Distance Requirement on a Circle. | Xiaoyu Wu, Lili Mei, Guochuan Zhang |
| 2021 | ISSRE | Methods for deep learning model failure detection and model adaption: A survey. | Xiaoyu Wu, Zheng Hu, Ke Pei, Liyan Song, Zhi Cao, Shuyi Zhang |
| 2020 | ICPR | Adaptive Word Embedding Module for Semantic Reasoning in Large-scale Detection. | Yu Zhang, Xiaoyu Wu, Ruolin Zhu |
| 2019 | ICIG | An End-to-End Practical System for Road Marking Detection. | Chaonan Gu, Xiaoyu Wu, He Ma, Lei Yang |
| 2019 | IPCCC | Towards Industrial IoT-AR Systems using Deep Learning-Based Object Pose Estimation. | Yongbin Sun, Sai Nithin Reddy Kantareddy, Joshua Siegel, Alexandre Armengol-Urpi, Xiaoyu Wu, Hongyu Wang, Sanjay E. Sarma |
| 2017 | APWEB | CrowdIQ: A Declarative Crowdsourcing Platform for Improving the Quality of Web Tables. | Yihai Xi, Ning Wang, Xiaoyu Wu, Yuqing Bao, Wutong Zhou |
| 2015 | ICIP | Regularized single-image super-resolution based on progressive gradient estimation. | Lejun Yu, Xiaoyu Wu, Feng-Xiang Ge, Bo Sun, Jun He, Robert Sablatnig |
| 2013 | ICIS | Effective Sentiment Analysis of Corporate Financial Reports. | Jimmy S. J. Ren, Huizhong Ge, Xiaoyu Wu, Guan Wang, Wei Wang, Stephen Shaoyi Liao |
| 2010 | SECRYPT | Extended Visual Cryptography Scheme for Color Images with no Pixel Expansion. | Xiaoyu Wu, Duncan S. Wong, Qing Li |
| 2009 | ICIAP | Video Background Segmentation Using Adaptive Background Models. | Xiaoyu Wu, Yangsheng Wang, Jituo Li |
| 2008 | ICPR | Monocular video foreground segmentation system. | Xiaoyu Wu, Yangsheng Wang, Xiaolong Zheng |