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ORCIDRenyang Liu 0001
Person information
- affiliation: National University of Singapore, College of Computing and Data Science, Singapore
- affiliation: Yunnan University, School of Information Science and Engineering, Kunming, China
Other persons with the same name
- Renyang Liu (aka: RenYang Liu, Ren-Yang Liu) — disambiguation page
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2020 – today
- 2026
[j14]Hao Jing
, Fanxiao Li, Yunyun Dong, Wei Zhou, Renyang Liu:
Memory poisoning attacks on retrieval-augmented Large Language Model agents via deceptive semantic reasoning. Eng. Appl. Artif. Intell. 167: 113968 (2026)- [i16]Renyang Liu, Kangjie Chen, Han Qiu, Jie Zhang, Kwok-Yan Lam, Tianwei Zhang, See-Kiong Ng:
SafeRedir: Prompt Embedding Redirection for Robust Unlearning in Image Generation Models. CoRR abs/2601.08623 (2026) - [i15]Haoran Li, Renyang Liu, Hongjia Liu, Chen Wang, Long Yin, Jian Xu:
PWAVEP: Purifying Imperceptible Adversarial Perturbations in 3D Point Clouds via Spectral Graph Wavelets. CoRR abs/2602.03333 (2026) - 2025
- [j13]Yongming Wen, Peiyuan Si, Wei Zhou, Zongheng Zhao, Chao Yi, Renyang Liu:
IPAttack: imperceptible adversarial patch to attack object detectors. Appl. Intell. 55(6): 462 (2025) - [j12]Jing He, Ping Wang, Jingwen Cai, Dan Tang, Shaowen Yao, Renyang Liu:
Pseudo-label attention-based multiple instance learning for whole slide image classification. Eng. Appl. Artif. Intell. 142: 109908 (2025) - [j11]Jing He, Yuanhui Xiao, Han Zhang, Jingwen Cai, Li Cai, Renyang Liu:
Micro_NesT: multi-scale attention enhanced micro-expression recognition framework. Expert Syst. Appl. 290: 128372 (2025) - [j10]Renyang Liu, Kwok-Yan Lam, Wei Zhou, Sixing Wu, Jun Zhao, Dongting Hu, Mingming Gong:
STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-Box Scenario. IEEE Trans. Multim. 27: 2666-2681 (2025) - [j9]Peiyuan Si, Renyang Liu, Liangxin Qian, Jun Zhao, Kwok-Yan Lam:
Post-Deployment Fine-Tunable Semantic Communication. IEEE Trans. Wirel. Commun. 24(1): 35-50 (2025) - [c11]Renyang Liu, Wenjie Feng, Tianwei Zhang, Wei Zhou, Xueqi Cheng, See-Kiong Ng:
Rethinking Machine Unlearning in Image Generation Models. CCS 2025: 993-1007 - [c10]Renyang Liu, Ziyu Lyu, Wei Zhou, See-Kiong Ng:
D-Judge: How Far Are We? Assessing the Discrepancies Between AI-synthesized and Natural Images through Multimodal Guidance. ACM Multimedia 2025: 10797-10806 - [i14]Renyang Liu, Wenjie Feng, Tianwei Zhang, Wei Zhou, Xueqi Cheng, See-Kiong Ng:
Rethinking Machine Unlearning in Image Generation Models. CoRR abs/2506.02761 (2025) - [i13]Xingbai Chen, Tingchao Fu, Renyang Liu, Wei Zhou, Chao Yi:
MBA: Multimodal Bidirectional Attack for Referring Expression Segmentation Models. CoRR abs/2506.16157 (2025) - [i12]Renyang Liu, Guanlin Li, Tianwei Zhang, See-Kiong Ng:
Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning. CoRR abs/2507.07139 (2025) - [i11]Jing He, Han Zhang, Yuanhui Xiao, Wei Guo, Shaowen Yao, Renyang Liu:
FactGuard: Event-Centric and Commonsense-Guided Fake News Detection. CoRR abs/2511.10281 (2025) - 2024
- [j8]Renyang Liu, Wei Zhou, Xin Jin, Song Gao, Yuanyu Wang, Ruxin Wang:
DTA: distribution transform-based attack for query-limited scenario. Cybersecur. 7(1): 8 (2024) - [j7]Renyang Liu, Jun Zhao, Xing Chu, Yu Liang, Wei Zhou, Jing He:
Can LSH (locality-sensitive hashing) be replaced by neural network? Soft Comput. 28(2): 1041-1053 (2024) - [j6]Song Gao, Xiaoxuan Wang, Bingbing Song, Renyang Liu, Shaowen Yao, Wei Zhou, Shui Yu:
Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach. IEEE Trans. Emerg. Top. Comput. Intell. 8(3): 2518-2528 (2024) - [j5]Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam:
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models. IEEE Trans. Inf. Forensics Secur. 19: 5207-5219 (2024) - [c9]Peiyuan Si, Renyang Liu, Liangxin Qian, Jun Zhao, Kwok-Yan Lam:
Fine-Tunable Semantic Communication for Image Transmission. BigCom 2024: 284-290 - [c8]Renyang Liu, Wei Zhou, Jinhong Zhang, Haoran Li, Ruxin Wang:
CNFA: Conditional Normalizing Flow for Query-Limited Attack. ICASSP 2024: 4620-4624 - [c7]Renyang Liu, Wei Zhou, Sixing Wu, Jun Zhao, Kwok-Yan Lam:
SSTA: Salient Spatially Transformed Attack. ICASSP 2024: 5910-5914 - [i10]Renyang Liu, Kwok-Yan Lam, Wei Zhou, Sixing Wu, Jun Zhao, Dongting Hu, Mingming Gong:
STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-box Scenario. CoRR abs/2404.00362 (2024) - [i9]Renyang Liu, Ziyu Lyu, Wei Zhou, See-Kiong Ng:
ANID: How Far Are We? Evaluating the Discrepancies Between AI-synthesized Images and Natural Images through Multimodal Guidance. CoRR abs/2412.17632 (2024) - 2023
- [j4]Renyang Liu, Xin Jin, Dongting Hu, Jinhong Zhang, Yuanyu Wang, Jin Zhang, Wei Zhou:
DualFlow: Generating imperceptible adversarial examples by flow field and normalize flow-based model. Frontiers Neurorobotics 17 (2023) - [j3]Shenghong He, Ruxin Wang, Tongliang Liu, Chao Yi, Xin Jin, Renyang Liu, Wei Zhou:
Type-I Generative Adversarial Attack. IEEE Trans. Dependable Secur. Comput. 20(3): 2593-2606 (2023) - [c6]Fanxiao Li, Sixing Wu, Jiong Yu, Shuoxin Wang, Bingbing Song, Renyang Liu, Haoseng Lai, Wei Zhou:
Rewriting-Stego: Generating Natural and Controllable Steganographic Text with Pre-trained Language Model. DASFAA (1) 2023: 617-626 - [c5]Renyang Liu, Qiwei Dou, Haoran Li, Jinhong Zhang, Junhui Liu:
DeepLSH: A Deep Learning-based Locality Sensitive Hash Method. ICDIP 2023: 58:1-58:9 - [c4]Renyang Liu, Jinhong Zhang, Haoran Li, Jin Zhang, Yuanyu Wang, Wei Zhou:
AFLOW: Developing Adversarial Examples Under Extremely Noise-Limited Settings. ICICS 2023: 502-518 - [c3]Renyang Liu, Jinhong Zhang, Kwok-Yan Lam, Jun Zhao, Wei Zhou:
SCME: A Self-contrastive Method for Data-Free and Query-Limited Model Extraction Attack. ICONIP (5) 2023: 370-382 - [c2]Renyang Liu, Wei Zhou, Jinhong Zhang, Xiaoyuan Liu, Peiyuan Si, Haoran Li:
Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks. SecureComm (1) 2023: 125-144 - [i8]Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam:
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models. CoRR abs/2310.07492 (2023) - [i7]Renyang Liu, Jinhong Zhang, Kwok-Yan Lam, Jun Zhao, Wei Zhou:
SCME: A Self-Contrastive Method for Data-free and Query-Limited Model Extraction Attack. CoRR abs/2310.09792 (2023) - [i6]Renyang Liu, Jinhong Zhang, Haoran Li, Jin Zhang, Yuanyu Wang, Wei Zhou:
AFLOW: Developing Adversarial Examples under Extremely Noise-limited Settings. CoRR abs/2310.09795 (2023) - [i5]Renyang Liu, Wei Zhou, Jinhong Zhang, Xiaoyuan Liu, Peiyuan Si, Haoran Li:
Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks. CoRR abs/2310.09800 (2023) - [i4]Renyang Liu, Jun Zhao, Xing Chu, Yu Liang, Wei Zhou, Jing He:
Can LSH (Locality-Sensitive Hashing) Be Replaced by Neural Network? CoRR abs/2310.09806 (2023) - [i3]Bingbing Song, Derui Wang, Tianwei Zhang, Renyang Liu, Yu Lin, Wei Zhou:
Double-Flow-based Steganography without Embedding for Image-to-Image Hiding. CoRR abs/2311.15027 (2023) - [i2]Renyang Liu, Wei Zhou, Xin Jin, Song Gao, Yuanyu Wang, Ruxin Wang:
DTA: Distribution Transform-based Attack for Query-Limited Scenario. CoRR abs/2312.07245 (2023) - [i1]Renyang Liu, Wei Zhou, Sixin Wu, Jun Zhao, Kwok-Yan Lam:
SSTA: Salient Spatially Transformed Attack. CoRR abs/2312.07258 (2023) - 2022
- [j2]Guangyu Yue, Qing Duan, Renyang Liu, Wenyu Peng, Yun Liao, Junhui Liu:
SMDAF: A novel keypoint based method for copy-move forgery detection. IET Image Process. 16(13): 3589-3602 (2022) - [c1]Fanxiao Li, Renyang Liu, Zhenli He, Song Gao, Yunyun Dong, Wei Zhou:
RIA: A Reversible Network-based Imperceptible Adversarial Attack. ICTAI 2022: 996-1001 - 2021
- [j1]Wenyu Peng, Renyang Liu, Ruxin Wang, Taining Cheng, Zifeng Wu, Li Cai, Wei Zhou:
EnsembleFool: A method to generate adversarial examples based on model fusion strategy. Comput. Secur. 107: 102317 (2021)
Coauthor Index
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