Zhongliang Guo

36 papers A* 2A 2Journal 31Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Artwork protection against unauthorized neural style transfer and aesthetic color distance metric. Pattern Recognit. Zhongliang Guo, Yifei Qian, Shuai Zhao, Junhao Dong, Yanli Li, Ognjen Arandjelovic, Lei Fang, Chun Pong Lau
2026	J	`jnl`	Backdoor defense for large language models with weak-to-strong knowledge distillation. Pattern Recognit. Yuwen Li, Xinyi Wu, Zhongliang Guo, Luwei Xiao, Yanhao Jia, Shuai Zhao
2026	J	`jnl`	DiffProtect: Generative adversarial examples using diffusion models for facial privacy protection. Pattern Recognit. Jiang Liu, Chun Pong Lau, Zhongliang Guo, Yuxiang Guo, Zhao-Yang Wang, Rama Chellappa
2026	—	`conf`	GazeSync: A Mobile Eye-Tracking Tool for Analyzing Visual Attention on Dynamically Manipulated Content. CHI Extended Abstracts Yaxiong Lei, Rishab Talwar, Shijing He, Xinya Gong, Yuheng Wang, Xudong Cai, Zhongliang Guo, Juan Ye
2026	J	`jnl`	Noise-Aware and Dynamically Adaptive Federated Defense Framework for SAR Image Target Recognition. CoRR Yuchao Hou, Zixuan Zhang, Jie Wang, Wenke Huang, Lianhui Liang, Di Wu, Zhiquan Liu, Youliang Tian, Jianming Zhu, Jisheng Dang, Junhao Dong, Zhongliang Guo
2025	J	`jnl`	A Gray-Box Attack Against Latent Diffusion Model-Based Image Editing by Posterior Collapse. IEEE Trans. Inf. Forensics Secur. Zhongliang Guo, Chun Tong Lei, Lei Fang, Shuai Zhao, Yifei Qian, Jingyu Lin, Zeyu Wang, Cunjian Chen, Ognjen Arandjelovic, Chun Pong Lau
2025	J	`jnl`	A Survey of Recent Backdoor Attacks and Defenses in Large Language Models. Trans. Mach. Learn. Res. Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, Anh Tuan Luu
2025	J	`jnl`	Achieving fair medical image segmentation in foundation models with adversarial visual prompt tuning. Inf. Sci. Yuqi Li, Yanli Li, Kai Zhang, Fuyan Zhang, Chuanguang Yang, Zhongliang Guo, Weiping Ding, Tingwen Huang
2025	J	`jnl`	Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity. CoRR Shuai Zhao, Yulin Zhang, Luwei Xiao, Xinyi Wu, Yanhao Jia, Zhongliang Guo, Xiaobao Wu, Cong-Duy Nguyen, Guoming Zhang, Anh Tuan Luu
2025	J	`jnl`	Beyond Vulnerabilities: A Survey of Adversarial Attacks as Both Threats and Defenses in Computer Vision Systems. CoRR Zhongliang Guo, Yifei Qian, Yanli Li, Weiye Li, Chun Tong Lei, Shuai Zhao, Lei Fang, Ognjen Arandjelovic, Chun Pong Lau
2025	J	`jnl`	FedKD-hybrid: Federated Hybrid Knowledge Distillation for Lithography Hotspot Detection. CoRR Yuqi Li, Xingyou Lin, Kai Zhang, Chuanguang Yang, Zhongliang Guo, Jianping Gou, Yanli Li
2025	J	`jnl`	GuardFed: A Trustworthy Federated Learning Framework Against Dual-Facet Attacks. CoRR Yanli Li, Yanan Zhou, Zhongliang Guo, Nan Yang, Yuning Zhang, Huaming Chen, Dong Yuan, Weiping Ding, Witold Pedrycz
2025	J	`jnl`	HRIPBench: Benchmarking LLMs in Harm Reduction Information Provision to Support People Who Use Drugs. CoRR Kaixuan Wang, Chenxin Diao, Jason T. Jacques, Zhongliang Guo, Shuai Zhao
2025	A*	`conf`	Instant Adversarial Purification with Adversarial Consistency Distillation. CVPR Chun Tong Lei, Hon Ming Yam, Zhongliang Guo, Yifei Qian, Chun Pong Lau
2025	J	`jnl`	My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping. CoRR Hon Ming Yam, Zhongliang Guo, Chun Pong Lau
2025	J	`jnl`	P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs. CoRR Shuai Zhao, Xinyi Wu, Shiqian Zhao, Xiaobao Wu, Zhongliang Guo, Yanhao Jia, Anh Tuan Luu
2025	J	`jnl`	Perspective-assisted prototype-based learning for semi-supervised crowd counting. Pattern Recognit. Yifei Qian, Liangfei Zhang, Zhongliang Guo, Xiaopeng Hong, Ognjen Arandjelovic, Carl R. Donovan
2025	J	`jnl`	Syntactic paraphrase-based synthetic data generation for backdoor attacks against Chinese language models. Inf. Fusion Man Hu, Yatao Yang, Deng Pan, Zhongliang Guo, Luwei Xiao, Deyu Lin, Shuai Zhao
2025	A*	`conf`	T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting. CVPR Yifei Qian, Zhongliang Guo, Bowen Deng, Chun Tong Lei, Shuai Zhao, Chun Pong Lau, Xiaopeng Hong, Michael P. Pound
2025	J	`jnl`	T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting. CoRR Yifei Qian, Zhongliang Guo, Bowen Deng, Chun Tong Lei, Shuai Zhao, Chun Pong Lau, Xiaopeng Hong, Michael P. Pound
2025	J	`jnl`	Threats and Defenses in the Federated Learning Life Cycle: A Comprehensive Survey and Challenges. IEEE Trans. Neural Networks Learn. Syst. Yanli Li, Zhongliang Guo, Nan Yang, Huaming Chen, Dong Yuan, Weiping Ding
2025	J	`jnl`	Towards more transferable adversarial attack in black-box manner. CoRR Chun Tong Lei, Zhongliang Guo, Hon Chung Lee, Minh Quoc Duong, Chun Pong Lau
2024	J	`jnl`	A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse. CoRR Zhongliang Guo, Lei Fang, Jingyu Lin, Yifei Qian, Shuai Zhao, Zeyu Wang, Junhao Dong, Cunjian Chen, Ognjen Arandjelovic, Chun Pong Lau
2024	J	`jnl`	A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures. CoRR Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Jie Fu, Yichao Feng, Fengjun Pan, Luu Anh Tuan
2024	A	`conf`	A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. AISTATS Zhongliang Guo, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang
2024	A	`conf`	Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. ECAI Zhongliang Guo, Junhao Dong, Yifei Qian, Kaixuan Wang, Weiye Li, Ziheng Guo, Yuheng Wang, Yanli Li, Ognjen Arandjelovic, Lei Fang
2024	J	`jnl`	Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. CoRR Zhongliang Guo, Kaixuan Wang, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang
2024	J	`jnl`	Correction: Guo et al. A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging 2023, 9, 107. J. Imaging Zhongliang Guo, Ognjen Arandjelovic, David Reid, Yaxiong Lei, Jochen Büttner
2024	J	`jnl`	Instant Adversarial Purification with Adversarial Consistency Distillation. CoRR Chun Tong Lei, Hon Ming Yam, Zhongliang Guo, Chun Pong Lau
2024	J	`jnl`	MMAD-Purify: A Precision-Optimized Framework for Efficient and Scalable Multi-Modal Attacks. CoRR Xinxin Liu, Zhongliang Guo, Siyuan Huang, Chun Pong Lau
2024	J	`jnl`	Semi-Supervised Crowd Counting With Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes. IEEE Trans. Circuits Syst. Video Technol. Yifei Qian, Xiaopeng Hong, Zhongliang Guo, Ognjen Arandjelovic, Carl R. Donovan
2024	J	`jnl`	Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges. CoRR Yanli Li, Zhongliang Guo, Nan Yang, Huaming Chen, Dong Yuan, Weiping Ding
2024	J	`jnl`	Weak-to-Strong Backdoor Attack for Large Language Models. CoRR Shuai Zhao, Leilei Gan, Zhongliang Guo, Xiaobao Wu, Luwei Xiao, Xiaoyu Xu, Cong-Duy Nguyen, Luu Anh Tuan
2023	J	`jnl`	A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging Zhongliang Guo, Ognjen Arandjelovic, David Reid, Yaxiong Lei
2023	J	`jnl`	A White-Box False Positive Adversarial Attack Method on Contrastive Loss-Based Offline Handwritten Signature Verification Models. CoRR Zhongliang Guo, Yifei Qian, Ognjen Arandjelovic, Lei Fang
2023	J	`jnl`	Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes. CoRR Yifei Qian, Xiaopeng Hong, Ognjen Arandjelovic, Zhongliang Guo, Carl R. Donovan