Liang, Siyuan

31 publications

ICCV 2025 3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation Tianrui Lou, Xiaojun Jia, Siyuan Liang, Jiawei Liang, Ming Zhang, Yanjun Xiao, Xiaochun Cao

ICCV 2025 CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks Zhixiang Guo, Siyuan Liang, Aishan Liu, Dacheng Tao

NeurIPS 2025 Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing Yisong Xiao, Aishan Liu, Siyuan Liang, Zonghao Ying, Xianglong Liu, Dacheng Tao

ICCV 2025 Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion Jiawei Liang, Siyuan Liang, Tianrui Lou, Ming Zhang, Wenjin Li, Dunqiu Fan, Xiaochun Cao

ICML 2025 ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks Zhiyao Ren, Siyuan Liang, Aishan Liu, Dacheng Tao

CVPR 2025 Interpreting Object-Level Foundation Models via Visual Precision Search Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Maosen Li, Zhen Huang, Hua Zhang, Xiaochun Cao

NeurIPS 2025 LEDiT: Your Length-Extrapolatable Diffusion Transformer Without Positional Encoding Shen Zhang, Siyuan Liang, Yaning Tan, Zhaowei Chen, Linze Li, Ge Wu, Yuhao Chen, Shuheng Li, Zhenyu Zhao, Caihua Chen, Jiajun Liang, Yao Tang

NeurIPS 2025 Lie Detector: Unified Backdoor Detection via Cross-Examination Framework Xuan Wang, Siyuan Liang, Dongping Liao, Han Fang, Aishan Liu, Xiaochun Cao, Yu-liang Lu, Ee-Chien Chang, Xitong Gao

ICLR 2025 NoVo: Norm Voting Off Hallucinations with Attention Heads in Large Language Models Zheng Yi Ho, Siyuan Liang, Sen Zhang, Yibing Zhan, Dacheng Tao

IJCAI 2025 Physical Adversarial Camouflage Through Gradient Calibration and Regularization Jiawei Liang, Siyuan Liang, Jianjie Huang, Chenxi Si, Ming Zhang, Xiaochun Cao

CVPR 2025 Revisiting Backdoor Attacks Against Large Vision-Language Models from Domain Shift Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Mingli Zhu, Xiaochun Cao, Dacheng Tao

NeurIPS 2025 T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Jiayang Liu, Siyuan Liang, Shiqian Zhao, Rong-Cheng Tu, Wenbo Zhou, Aishan Liu, Dacheng Tao, Siew Kei Lam

ICCV 2025 Towards a 3D Transfer-Based Black-Box Attack via Critical Feature Guidance Shuchao Pang, Zhenghan Chen, Shen Zhang, Liming Lu, Siyuan Liang, Anan Du, Yongbin Zhou

CVPR 2024 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning Siyuan Liang, Mingli Zhu, Aishan Liu, Baoyuan Wu, Xiaochun Cao, Ee-Chien Chang

NeurIPS 2024 Breaking the False Sense of Security in Backdoor Defense Through Re-Activation Attack Mingli Zhu, Siyuan Liang, Baoyuan Wu

AAAI 2024 Correlation Matching Transformation Transformers for UHD Image Restoration Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu

AAAI 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao

CVPR 2024 Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao

AAAI 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning Longkang Li, Siyuan Liang, Zihao Zhu, Chris Ding, Hongyuan Zha, Baoyuan Wu

ICLR 2024 Less Is More: Fewer Interpretable Region via Submodular Subset Selection Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao

ICLR 2024 Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao

CVPR 2023 Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization Aishan Liu, Shiyu Tang, Siyuan Liang, Ruihao Gong, Boxi Wu, Xianglong Liu, Dacheng Tao

AAAI 2023 Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization Bangyan He, Jian Liu, Yiming Li, Siyuan Liang, Jingzhi Li, Xiaojun Jia, Xiaochun Cao

AAAI 2023 Improving Robust Fariness via Balance Adversarial Training Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, Xianglong Liu, Aishan Liu

CVPRW 2023 Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection Jianbo Chen, Xinwei Liu, Siyuan Liang, Xiaojun Jia, Yuan Xun

ECCV 2022 A Large-Scale Multiple-Objective Method for Black-Box Attack Against Object Detection Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao

ECCVW 2022 SimpleDG: Simple Domain Generalization Baseline Without Bells and Whistles Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang

ICMLW 2021 Generate More Imperceptible Adversarial Examples for Object Detection Siyuan Liang, Xingxing Wei, Xiaochun Cao

ICCV 2021 Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao

ECCV 2020 Efficient Adversarial Attacks for Visual Object Tracking Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao

IJCAI 2019 Transferable Adversarial Attacks for Image and Video Object Detection Xingxing Wei, Siyuan Liang, Ning Chen, Xiaochun Cao