| 2026 | AAAI | Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization. | Yuhao He, Jinyu Tian, Xianwei Zheng, Li Dong, Yuanman Li, Jiantao Zhou |
| 2026 | AAAI | OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description. | Quanxing Xu, Ling Zhou, Feifei Zhang, Rubing Huang, Jinyu Tian |
| 2025 | AAAI | Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models. | Zheng Li, Liangbin Xie, Jiantao Zhou, Xintao Wang, Haiwei Wu, Jinyu Tian |
| 2025 | AAAI | Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models. | YangTian Yan, Jinyu Tian |
| 2025 | AAAI | From Words to Worth: Newborn Article Impact Prediction with LLM. | Penghai Zhao, Qinghua Xing, Kairan Dou, Jinyu Tian, Ying Tai, Jian Yang, Ming-Ming Cheng, Xiang Li |
| 2024 | AAAI | DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space. | Jun Liu, Jiantao Zhou, Jiandian Zeng, Jinyu Tian |
| 2024 | AAAI | Regroup Median Loss for Combating Label Noise. | Fengpeng Li, Kemou Li, Jinyu Tian, Jiantao Zhou |
| 2023 | CVPR | Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution. | Yiming Chen, Jinyu Tian, Xiangyu Chen, Jiantao Zhou |
| 2023 | IJCNN | Gradient Sign Inversion: Making an Adversarial Attack a Good Defense. | Xiaojian Ji, Li Dong, Rangding Wang, Diqun Yan, Yang Yin, Jinyu Tian |
| 2022 | CVPR | Robust Image Forgery Detection over Online Social Network Shared Images. | Haiwei Wu, Jiantao Zhou, Jinyu Tian, Jun Liu |
| 2022 | MICCAI | Semi-supervised 3D U-Net Learning Based on Meta Pseudo Labels. | Chuda Xiao, Zhuo Chen, Haoyu Li, Dan Li, Rashid Khan, Jinyu Tian, Weiguo Xie, Liyilei Su |
| 2022 | TrustCom | Self-Supervised Adversarial Example Detection by Disentangled Representation. | Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng, Jinyu Tian, Jiantao Zhou |
| 2021 | AAAI | Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain. | Jinyu Tian, Jiantao Zhou, Yuanman Li, Jia Duan |
| 2021 | CVPR | Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services. | Jinyu Tian, Jiantao Zhou, Jia Duan |
| 2021 | SERVICES | A Novel Method for Network Traffic Prediction Using Residual Mogrifier GRU. | Jinyu Tian, Jing Qin, Li-Ming Chen, Hui Fang, Zumin Wang |
| 2019 | CVPR | Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling. | Yuanman Li, Jiantao Zhou, Xianwei Zheng, Jinyu Tian, Yuan Yan Tang |
| 2017 | SMC | Maximum correntropy criterion for convex anc semi-nonnegative matrix factorization. | Anyong Qin, Zhaowei Shang, Jinyu Tian, Ailin Li, Yulong Wang, Yuan Yan Tang |