Siyuan Liang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 78

Top Topics

Object Detection

Top Venues

Publications

Jiawei Liang, Siyuan Liang, Man Luo, Aishan Liu, Dongchen Han, Ee-Chien Chang, Xiaochun Cao
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models. CoRR (2024)
Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. CoRR (2024)
Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu
Correlation Matching Transformation Transformers for UHD Image Restoration. CoRR (2024)
Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. CoRR (2024)
Xiaoxia Li, Siyuan Liang, Jiyi Zhang, Han Fang, Aishan Liu, Ee-Chien Chang
Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs. CoRR (2024)
Han Zhang, Yiping Dang, Yazhou Zhang, Siyuan Liang, Junxiu Liu, Lixia Ji
Chinese nested entity recognition method for the finance domain based on heterogeneous graph network. Inf. Process. Manag. 61 (5) (2024)
Yisong Xiao, Aishan Liu, QianJia Cheng, Zhenfei Yin, Siyuan Liang, Jiapeng Li, Jing Shao, Xianglong Liu, Dacheng Tao
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing. CoRR (2024)
Dehong Kong, Siyuan Liang, Wenqi Ren
Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection. CoRR (2024)
Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CoRR (2024)
Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu
Correlation Matching Transformation Transformers for UHD Image Restoration. AAAI (2024)
Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, Dacheng Tao
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt. CoRR (2024)
Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI (2024)
Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao
Less is More: Fewer Interpretable Region via Submodular Subset Selection. ICLR (2024)
Longkang Li, Siyuan Liang, Zihao Zhu, Chris Ding, Hongyuan Zha, Baoyuan Wu
Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning. AAAI (2024)
Feng Zhou, Jicheng Yu, Xiaodong Yin, Changxi Yue, Siyuan Liang
Mid-Infrared Hollow-Core Waveguide Gas Sensor for Low-Concentration Sulfur Hexafluor Detection. IEEE Access 12 (2024)
Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
Does Few-shot Learning Suffer from Backdoor Attacks? CoRR (2024)
Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Ee-Chien Chang, Xiaochun Cao
Revisiting Backdoor Attacks against Large Vision-Language Models. CoRR (2024)
Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. ICLR (2024)
Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning. CoRR (2024)
Xinwei Zhang, Aishan Liu, Tianyuan Zhang, Siyuan Liang, Xianglong Liu
Towards Robust Physical-world Backdoor Attacks on Lane Detection. CoRR (2024)
Xiaodong Yin, Siyuan Liang, Jicheng Yu, Feng Zhou, Junjie Liu
CNN-Based Digital Twin Model for Ultra-High Voltage Direct Current System Loss Measurement. IEEE Access 12 (2024)
Mingli Zhu, Siyuan Liang, Baoyuan Wu
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack. CoRR (2024)
Tianyuan Zhang, Lu Wang, Hainan Li, Yisong Xiao, Siyuan Liang, Aishan Liu, Xianglong Liu, Dacheng Tao
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions. CoRR (2024)
Siyuan Liang, Wei Wang, Ruoyu Chen, Aishan Liu, Boxi Wu, Ee-Chien Chang, Xiaochun Cao, Dacheng Tao
Object Detectors in the Open Environment: Challenges, Solutions, and Outlook. CoRR (2024)
Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao
Less is More: Fewer Interpretable Region via Submodular Subset Selection. CoRR (2024)
Zhiyuan Wang, Zeliang Zhang, Siyuan Liang, Xiaosen Wang
Diversifying the High-level Features for better Adversarial Transferability. BMVC (2023)
Jiayang Liu, Siyu Zhu, Siyuan Liang, Jie Zhang, Han Fang, Weiming Zhang, Ee-Chien Chang
Improving Adversarial Transferability by Stable Diffusion. CoRR (2023)
Jun Guo, Xingyu Zheng, Aishan Liu, Siyuan Liang, Yisong Xiao, Yichao Wu, Xianglong Liu
Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks. ACM Multimedia (2023)
Siyuan Liang, Rongrong Chen, Guodong Duan, Jianbo Du
Deep learning-based lightweight radar target detection method. J. Real Time Image Process. 20 (4) (2023)
Siyuan Liang, Mingli Zhu, Aishan Liu, Baoyuan Wu, Xiaochun Cao, Ee-Chien Chang
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning. CoRR (2023)
Siyuan Liang, Wenxi Li, Guodong Duan, Pengbo Chen, Rui Gong
Semantic map construction based on LIDAR and vision fusion. VTC Fall (2023)
Bangyan He, Xiaojun Jia, Siyuan Liang, Tianrui Lou, Yang Liu, Xiaochun Cao
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation. CoRR (2023)
Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. USENIX Security Symposium (2023)
Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, Xianglong Liu, Aishan Liu
Improving Robust Fariness via Balance Adversarial Training. AAAI (2023)
Bingjie Zhang, Baolu Gao, Siyuan Liang, Xiaoyang Li, Hao Wang
A classification algorithm based on improved meta learning and transfer learning for few-shot medical images. IET Image Process. 17 (12) (2023)
Aishan Liu, Shiyu Tang, Siyuan Liang, Ruihao Gong, Boxi Wu, Xianglong Liu, Dacheng Tao
Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization. CVPR (2023)
Jicheng Yu, Siyuan Liang, Yinglong Diao, Changxi Yue, Xiaodong Yin, Feng Zhou, Youhui Qiu, Jiangchao Qin
Real-Time Monitoring Method for Thyristor Losses in Ultra High Voltage Converter Station Based on Wavelet Optimized GA-BP Neural Network. IEEE Access 11 (2023)
Siyuan Liang, Meng Lian, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann, Tsung-Yi Ho
ARMM: Adaptive Reliability Quantification Model of Microfluidic Designs and its Graph-Transformer-Based Implementation. ICCAD (2023)
Jingzhi Li, Hua Zhang, Siyuan Liang, Pengwen Dai, Xiaochun Cao
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. CoRR (2023)
Aishan Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao
Pre-trained Trojan Attacks for Visual Recognition. CoRR (2023)
Bangyan He, Jian Liu, Yiming Li, Siyuan Liang, Jingzhi Li, Xiaojun Jia, Xiaochun Cao
Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization. AAAI (2023)
Jianbo Chen, Xinwei Liu, Siyuan Liang, Xiaojun Jia, Yuan Xun
Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection. CVPR Workshops (2023)
Xin Dong, Rui Wang, Siyuan Liang, Aishan Liu, Lihua Jing
Face Encryption via Frequency-Restricted Identity-Agnostic Attacks. ACM Multimedia (2023)
Jun Guo, Aishan Liu, Xingyu Zheng, Siyuan Liang, Yisong Xiao, Yichao Wu, Xianglong Liu
Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks. CoRR (2023)
Siyuan Liang, Long Huo, Xin Chen, Peiyuan Sun
Optimal Inter-area Oscillation Damping Control: A Transfer Deep Reinforcement Learning Approach with Switching Control Strategy. CoRR (2023)
Zhiyuan Wang, Zeliang Zhang, Siyuan Liang, Xiaosen Wang
Diversifying the High-level Features for better Adversarial Transferability. CoRR (2023)
Jiawei Liang, Siyuan Liang, Aishan Liu, Ke Ma, Jingzhi Li, Xiaochun Cao
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation. ACM Multimedia (2023)
Siyuan Liang, Baolu Gao, Bingjie Zhang, Xiaoyang Li, Hao Wang
The Progressive Detectors and Discriminative Feature Descriptors Combining Global and Local Information. ICANN (9) (2023)
Yuhang Wang, Huafeng Shi, Rui Min, Ruijia Wu, Siyuan Liang, Yichao Wu, Ding Liang, Aishan Liu
Adaptive Perturbation Generation for Multiple Backdoors Detection. CoRR (2022)
Siyuan Liang, Hao Wu
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles. CoRR (2022)
Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, Xianglong Liu, Aishan Liu
Improving Robust Fairness via Balance Adversarial Training. CoRR (2022)
Siyuan Liang, Aishan Liu, Jiawei Liang, Longkang Li, Yang Bai, Xiaochun Cao
Imitated Detectors: Stealing Knowledge of Black-box Object Detectors. ACM Multimedia (2022)
Shiyu Tang, Siyuan Liang, Ruihao Gong, Aishan Liu, Xianglong Liu, Dacheng Tao
Exploring the Relationship between Architecture and Adversarially Robust Generalization. CoRR (2022)
Siyuan Liang, Hao Wu, Li Zhen, Qiaozhi Hua, Sahil Garg, Georges Kaddoum, Mohammad Mehedi Hassan, Keping Yu
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yun Zhang, Siyuan Liang, Chunting Wang, Feng Zhao
Channel Estimation Algorithm of OFDM-RoF System in 5G Mobile Front-end Network Based on Artificial Neural Network. AIPR (2022)
Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning. CoRR (2022)
Siyuan Liang, Chunting Wang, Haotong Cao, Jie Feng, Wenle Sun
Channel Estimation Algorithm for IM/DD-OFDM/OQAM-PON System in Industrial Internet Based on Compressed Sensing. ICC Workshops (2022)
Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles. CoRR (2022)
Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao
A Large-Scale Multiple-objective Method for Black-box Attack Against Object Detection. ECCV (4) (2022)
Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang
SimpleDG: Simple Domain Generalization Baseline Without Bells and Whistles. ECCV Workshops (6) (2022)
Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao
Rethinking Data Augmentation in Knowledge Distillation for Object Detection. CoRR (2022)
Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. CoRR (2022)
Siyuan Liang, Mengchu Li, Tsun-Ming Tseng, Ulf Schlichtmann, Tsung-Yi Ho
CoMUX: Combinatorial-Coding-Based High-Performance Microfluidic Control Multiplexer Design. ICCAD (2022)
Peiyuan Sun, Long Huo, Siyuan Liang, Xin Chen
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network. CoRR (2022)
Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection. CoRR (2022)
Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. ICCV (2021)
Siyuan Liang, Xuefen Wang, Jianbo Du, Feng Zhao, Haotong Cao
LMS Channel Estimation Algorithm for IM/DD-OFDM/OQAM-PON Systems in 5G-Enabled Industrial Internet. GLOBECOM (Workshops) (2021)
Siyuan Liang, Qing Tian, Guofei Gao, Xuanchuan Zheng
Realization of comprehensive monitoring and friendly evaluation system for gas environment of rail transit station. ICAIIS (2021)
Xu He, Zhongzheng Ning, Siyuan Liang, Jianbo Du, Ting Nie
Energy Balanced Clustering Routing Protocol for Wireless Sensor Networks. ICCC Workshops (2021)
Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao
Efficient Adversarial Attacks for Visual Object Tracking. ECCV (26) (2020)
Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao
Efficient Adversarial Attacks for Visual Object Tracking. CoRR (2020)
Siyuan Liang, Weilong Zhu, Feng Zhao, Congyi Wang
High-Efficiency Wavelet Compressive Fusion for Improving MEMS Array Performance. Sensors 20 (6) (2020)
Xingxing Wei, Siyuan Liang, Ning Chen, Xiaochun Cao
Transferable Adversarial Attacks for Image and Video Object Detection. IJCAI (2019)
Caiyun Yang, Jianqiang Li, Ji-Jiang Yang, Shi Chen, Qing Wang, Hui Pan, Siyuan Liang, Weiliang Qiu
Differentially Variable Genes of Oral Squamous Cell Carcinoma. ICCSE (2018)
Xingxing Wei, Siyuan Liang, Xiaochun Cao, Jun Zhu
Transferable Adversarial Attacks for Image and Video Object Detection. CoRR (2018)
Kang Li, Bo Jiu, Hongwei Liu, Siyuan Liang
Reinforcement Learning based Anti-jamming Frequency Hopping Strategies Design for Cognitive Radar. ICSPCC (2018)
Siyuan Liang, Jianqiang Li, Juan Li, Caiyun Yang, Weiliang Qiu, Ji-Jiang Yang, Zhihua Sun, Rui Mao
Alcohol-Induced Differential Variable Genes. COMPSAC (2) (2017)