Gaoyang Liu - RankMe

55 papers A* 3B 6C 2Misc 1Journal 31Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Breaking the Boundary Barrier: Robust Model Fingerprinting via Unlearnable Examples in Model-Parameter Space. KDD (1) Tianlong Xu, Zixiong Wang, Gaoyang Liu, Jian Chen, Ahmed M. Abdelmoniem, Chen Wang
2026	J	`jnl`	Mitigating malicious model fusion in federated learning via confidence-aware defense. Inf. Fusion Qilei Li, Pantelis Papageorgiou, Gaoyang Liu, Mingliang Gao, Linlin You, Chen Wang, Ahmed M. Abdelmoniem
2025	J	`jnl`	A real-time welding defect detection framework based on RT-DETR deep neural network. Adv. Eng. Informatics Gaoyang Liu, Duanrui Yang, Jun Ye, Hongjia Lu, Zhen Wang, Yang Zhao
2025	J	`jnl`	A transformer neural network based framework for steel defect detection under complex scenarios. Adv. Eng. Softw. Gaoyang Liu, Yi Chen, Jun Ye, Yan Jiang, Hongchuan Yu, Jing Tang, Yang Zhao
2025	—	`conf`	Decoupling Memories, Muting Neurons: Towards Practical Machine Unlearning for Large Language Models. ACL (Findings) Lishuai Hou, Zixiong Wang, Gaoyang Liu, Chen Wang, Wei Liu, Kai Peng
2025	B	`conf`	Freehand Sketch-Based 3D Reconstruction with Contour Constraints via Elastic Metrics. VRST Gaoyang Liu, Chunyang Huo, Zhentong Xu, Junli Zhao, Yishan Dong, Baodong Wang, Xinbin Sun, Yingying Jiang, Yuxuan Zhao
2025	—	`conf`	From Expansion to Retraction: Long-tailed Machine Unlearning via Boundary Manipulation. KDD (2) Min Chen, Weizhuo Gao, Chen Wang, Gaoyang Liu, Ahmed M. Abdelmoniem, Kai Peng
2025	Misc	`conf`	Generating Is Believing: Membership Inference Attacks against Retrieval-Augmented Generation. ICASSP Yuying Li, Gaoyang Liu, Chen Wang, Yang Yang
2025	J	`jnl`	LLMGraph: Label-Free Detection Against APTs in Edge Networks via LLM and GCN. IEEE Trans. Dependable Secur. Comput. Tianlong Yu, Gaoyang Liu, Chen Wang, Yang Yang
2025	J	`jnl`	Poisoning as a Post-Protection: Mitigating Membership Privacy Leakage From Gradient and Prediction of Federated Models. IEEE Trans. Dependable Secur. Comput. Gaoyang Liu, Tianlong Xu, Yang Yang, Ahmed M. Abdelmoniem, Chen Wang, Jiangchuan Liu
2025	A*	`conf`	Prototype Surgery: Tailoring Neural Prototypes via Soft Labels for Efficient Machine Unlearning. CCS Gaoyang Liu, Xijie Wang, Zixiong Wang, Chen Wang, Ahmed M. Abdelmoniem, Desheng Wang
2025	J	`jnl`	Unlearning Attacks for Regression Learning. IEEE Trans. Neural Networks Learn. Syst. Jian Chen, Wenlong Shi, Wanyu Lin, Chen Wang, Wei Liu, Hailong Sun, Gaoyang Liu
2024	C	`conf`	A Continuous Verification Mechanism for Clients in Federated Unlearning to Defend the Right to be Forgotten. ISPA Shanshan Chen, Jun Liu, Yuying Li, Yamin Li, Yang Yang, Gaoyang Liu, Chen Wang
2024	C	`conf`	A Contribution Assessment Method Based on Model Performance Gains in Federated Learning. ISPA Zixuan Zhao, Jun Liu, Yuyin Li, Gaoyang Liu, Yamin Li, Yang Yang
2024	J	`jnl`	Accurate Prediction of Network Distance via Federated Deep Reinforcement Learning. IEEE/ACM Trans. Netw. Haojun Huang, Yiming Cai, Geyong Min, Haozhe Wang, Gaoyang Liu, Dapeng Oliver Wu
2024	J	`jnl`	EgoMUIL: Enhancing Spatio-Temporal User Identity Linkage in Location-Based Social Networks With Ego-Mo Hypergraph. IEEE Trans. Mob. Comput. Haojun Huang, Fengxiang Ding, Hao Yin, Gaoyang Liu, Chen Wang, Dapeng Oliver Wu
2024	B	`conf`	Few-Shot Camouflaged Object Segmentation. IJCNN Ziqiu Wang, Yuying Li, Yang Yang, Yamin Li, Gaoyang Liu
2024	J	`jnl`	Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models. IEEE Trans. Inf. Forensics Secur. Gaoyang Liu, Tianlong Xu, Rui Zhang, Zixiong Wang, Chen Wang, Ling Liu
2024	J	`jnl`	Manipulating Pre-Trained Encoder for Targeted Poisoning Attacks in Contrastive Learning. IEEE Trans. Inf. Forensics Secur. Jian Chen, Yuan Gao, Gaoyang Liu, Ahmed M. Abdelmoniem, Chen Wang
2024	J	`jnl`	Membership Inference Attack against Long-Context Large Language Models. CoRR Zixiong Wang, Gaoyang Liu, Yang Yang, Chen Wang
2024	J	`jnl`	Seeing Is Believing: Black-Box Membership Inference Attacks Against Retrieval Augmented Generation. CoRR Yuying Li, Gaoyang Liu, Yang Yang, Chen Wang
2024	J	`jnl`	Shielding sensitive medical imaging data. Nat. Mac. Intell. Gaoyang Liu, Chen Wang, Tian Xia
2024	A*	`conf`	United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories. NeurIPS Tianlong Xu, Chen Wang, Gaoyang Liu, Yang Yang, Kai Peng, Wei Liu
2023	B	`conf`	AIoT-Empowered Smart Grid Energy Management with Distributed Control and Non-Intrusive Load Monitoring. IWQoS Linfeng Shen, Feng Wang, Miao Zhang, Jiangchuan Liu, Gaoyang Liu, Xiaoyi Fan
2023	J	`jnl`	Boundary Unlearning. CoRR Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang
2023	A*	`conf`	Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary. CVPR Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang
2023	—	`conf`	Disentangling Client Contributions: Improving Federated Learning Accuracy in the Presence of Heterogeneous Data. ISPA/BDCloud/SocialCom/SustainCom Chunming Liu, Daniyal M. Alghazzawi, Li Cheng, Gaoyang Liu, Chen Wang, Cheng Zeng, Yang Yang
2023	J	`jnl`	Equivalence of MTS and CMR methods associated with the normal form of Hopf bifurcation for delayed reaction-diffusion equations. Commun. Nonlinear Sci. Numer. Simul. Yuting Ding, Gaoyang Liu, Liyuan Zheng
2023	—	`conf`	FedCSA: Boosting the Convergence Speed of Federated Unlearning under Data Heterogeneity. ISPA/BDCloud/SocialCom/SustainCom Zhen Wang, Daniyal M. Alghazzawi, Li Cheng, Gaoyang Liu, Chen Wang, Zeng Cheng, Yang Yang
2023	J	`jnl`	Knowledge Representation of Training Data With Adversarial Examples Supporting Decision Boundary. IEEE Trans. Inf. Forensics Secur. Zehao Tian, Zixiong Wang, Ahmed M. Abdelmoniem, Gaoyang Liu, Chen Wang
2023	J	`jnl`	Membership Inference Attacks Against Machine Learning Models via Prediction Sensitivity. IEEE Trans. Dependable Secur. Comput. Lan Liu, Yi Wang, Gaoyang Liu, Kai Peng, Chen Wang
2023	—	`conf`	Natural Language Processing Combined with Digital Twins to Drive Fusion Physics Design. AIBDF Zilong Yuan, Pan Liu, Huan Mao, Gaoyang Liu, Wenbin Xiong, Zhangchun Tang
2023	J	`jnl`	TEAR: Exploring Temporal Evolution of Adversarial Robustness for Membership Inference Attacks Against Federated Learning. IEEE Trans. Inf. Forensics Secur. Gaoyang Liu, Zehao Tian, Jian Chen, Chen Wang, Jiangchuan Liu
2022	—	`conf`	Physical design for driven device of Z-FFR based on Machine Learning. ISCID Wenbin Xiong, Zhangchun Tang, Pan Liu, Gaoyang Liu, Fanyu Qu, Qiang Gao, Chencheng Liu
2022	—	`conf`	Physical design of fusion based on generative adversarial networks. ACAI Wenbin Xiong, Pan Liu, Zhangchun Tang, Yan Shi, Chencheng Liu, Fanyu Qu, Gaoyang Liu, Qiang Gao
2022	J	`jnl`	Safeguarding cross-silo federated learning with local differential privacy. Digit. Commun. Networks Chen Wang, Xinkui Wu, Gaoyang Liu, Tianping Deng, Kai Peng, Shaohua Wan
2022	J	`jnl`	Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication. IEEE Trans. Inf. Forensics Secur. Gaoyang Liu, Tianlong Xu, Xiaoqiang Ma, Chen Wang
2021	J	`jnl`	Design and analysis of a fair, efficient and stable multi-server adaptive streaming protocol. Comput. Electr. Eng. Shengkai Zhang, Gaoyang Liu, Ji Xu, Shaohua Wan
2021	B	`conf`	FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models. IWQoS Gaoyang Liu, Xiaoqiang Ma, Yang Yang, Chen Wang, Jiangchuan Liu
2021	J	`jnl`	GPS spoofed or not? Exploiting RSSI and TSS in crowdsourced air traffic control data. Distributed Parallel Databases Gaoyang Liu, Rui Zhang, Yang Yang, Chen Wang, Ling Liu
2021	J	`jnl`	Keep Your Data Locally: Federated-Learning-Based Data Privacy Preservation in Edge Computing. IEEE Netw. Gaoyang Liu, Chen Wang, Xiaoqiang Ma, Yang Yang
2021	B	`conf`	ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box Access. TrustCom Gaoyang Liu, Shijie Wang, Borui Wan, Zekun Wang, Chen Wang
2020	J	`jnl`	A survey of local differential privacy for securing internet of vehicles. J. Supercomput. Ping Zhao, Guanglin Zhang, Shaohua Wan, Gaoyang Liu, Tariq Umer
2020	J	`jnl`	AFA: Adversarial fingerprinting authentication for deep neural networks. Comput. Commun. Jingjing Zhao, Qingyue Hu, Gaoyang Liu, Xiaoqiang Ma, Fei Chen, Mohammad Mehedi Hassan
2020	—	`ch.`	Blockchain consensuses and incentives. Blockchains for Network Security Meijun Li, Gaoyang Liu, Jialin Tian, Chen Wang, Yang Yang, Shaohua Wan
2020	J	`jnl`	Federated Unlearning. CoRR Gaoyang Liu, Yang Yang, Xiaoqiang Ma, Chen Wang, Jiangchuan Liu
2020	J	`jnl`	MIASec: Enabling Data Indistinguishability Against Membership Inference Attacks in MLaaS. IEEE Trans. Sustain. Comput. Chen Wang, Gaoyang Liu, Haojun Huang, Weijie Feng, Kai Peng, Lizhe Wang
2020	J	`jnl`	Recent advances in consensus protocols for blockchain: a survey. Wirel. Networks Shaohua Wan, Meijun Li, Gaoyang Liu, Chen Wang
2019	J	`jnl`	Classifying transportation mode and speed from trajectory data via deep multi-scale learning. Comput. Networks Rui Zhang, Peng Xie, Chen Wang, Gaoyang Liu, Shaohua Wan
2019	J	`jnl`	On the Performance of $k$ -Anonymity Against Inference Attacks With Background Information. IEEE Internet Things J. Ping Zhao, Hongbo Jiang, Chen Wang, Haojun Huang, Gaoyang Liu, Yang Yang
2019	J	`jnl`	SocInf: Membership Inference Attacks on Social Media Health Data With Machine Learning. IEEE Trans. Comput. Soc. Syst. Gaoyang Liu, Chen Wang, Kai Peng, Haojun Huang, Yutong Li, Wenqing Cheng
2019	B	`conf`	Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control Data. MDM Gaoyang Liu, Rui Zhang, Chen Wang, Ling Liu
2018	—	`conf`	Understanding Mobility via Deep Multi-Scale Learning. IIKI Rui Zhang, Peng Xie, Chen Wang, Gaoyang Liu, Shaohua Wan
2013	—	`conf`	Adaptive Consensus of Multi-agents in Jointly Connected Networks. ICICA (1) Gaoyang Liu, Hui Yu, Yi Zhang
2013	—	`conf`	Adaptive synchronization of multi-agent systems with unknown nonlinear dynamics. ICCA Gaoyang Liu, Hui Yu, Xiaohua Xia