Yi Liu - RankMe

59 papers A* 8A 3B 3Journal 41Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adapting Large Language Models for Encrypted Traffic Analysis Services: An Efficient Realization With Mixture of LoRA Experts. IEEE Trans. Serv. Comput. Yi Liu, Xiang Zheng, Chengjun Cai, Xingliang Yuan, Cong Wang
2026	—	`conf`	Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation. KDD (1) Yingjia Shang, Yi Liu, Huimin Wang, Furong Li, Wenfang Sun, Chengyu Wu, Yefeng Zheng
2025	A*	`conf`	CALM: Curiosity-Driven Auditing for Large Language Models. AAAI Xiang Zheng, Longxiang Wang, Yi Liu, Xingjun Ma, Chao Shen, Cong Wang
2025	J	`jnl`	CALM: Curiosity-Driven Auditing for Large Language Models. CoRR Xiang Zheng, Longxiang Wang, Yi Liu, Xingjun Ma, Chao Shen, Cong Wang
2025	J	`jnl`	Collaborative Neural Architecture Search for Personalized Federated Learning. IEEE Trans. Computers Yi Liu, Song Guo, Jie Zhang, Zicong Hong, Yufeng Zhan, Qihua Zhou
2025	J	`jnl`	Feature Correlation-Guided Knowledge Transfer for Federated Self-Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. Yi Liu, Song Guo, Jie Zhang, Yufeng Zhan, Qihua Zhou, Yingchun Wang
2025	A*	`conf`	FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities. WWW Yi Liu, Cong Wang, Xingliang Yuan
2025	J	`jnl`	FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities. CoRR Yi Liu, Cong Wang, Xingliang Yuan
2025	J	`jnl`	Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation. CoRR Yingjia Shang, Yi Liu, Huimin Wang, Furong Li, Wenfang Sun, Chengyu Wu, Yefeng Zheng
2025	J	`jnl`	PrivTune: Efficient and Privacy-Preserving Fine-Tuning of Large Language Models via Device-Cloud Collaboration. CoRR Yi Liu, Weixiang Han, Chengjun Cai, Xingliang Yuan, Cong Wang
2025	A*	`conf`	SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework. IJCAI Xicong Shen, Yang Liu, Yi Liu, Peiran Wang, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang, Yunlong Mao, Ye Wu, Sheng Zhong
2024	A*	`conf`	Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts. ACM Multimedia Yi Liu, Chengjun Cai, Xiaoli Zhang, Xingliang Yuan, Cong Wang
2024	J	`jnl`	Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts. CoRR Yi Liu, Chengjun Cai, Xiaoli Zhang, Xingliang Yuan, Cong Wang
2024	J	`jnl`	BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning. CoRR Yi Liu, Cong Wang, Xingliang Yuan
2024	J	`jnl`	Chiron: A Robustness-Aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning. IEEE Trans. Mob. Comput. Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, Qihua Zhou
2024	J	`jnl`	Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting. IEEE Trans. Mob. Comput. Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, Yufeng Zhan
2024	A*	`conf`	SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization. ACM Multimedia Yingchun Wang, Jingcai Guo, Song Guo, Yi Liu, Jie Zhang, Weizhan Zhang
2023	J	`jnl`	Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization. IEEE Trans. Dependable Secur. Comput. Yifeng Zheng, Shangqi Lai, Yi Liu, Xingliang Yuan, Xun Yi, Cong Wang
2023	A*	`conf`	Cross-Domain Disentangled Learning for E-Commerce Live Streaming Recommendation. ICDE Yixin Zhang, Yong Liu, Hao Xiong, Yi Liu, Fuqiang Yu, Wei He, Yonghui Xu, Lizhen Cui, Chunyan Miao
2023	J	`jnl`	SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization. CoRR Yingchun Wang, Jingcai Guo, Yi Liu, Song Guo, Weizhan Zhang, Xiangyong Cao, Qinghua Zheng
2022	J	`jnl`	Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization. CoRR Yifeng Zheng, Shangqi Lai, Yi Liu, Xingliang Yuan, Xun Yi, Cong Wang
2022	J	`jnl`	CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming. CoRR Qihua Zhou, Ruibin Li, Song Guo, Yi Liu, Jingcai Guo, Zhenda Xu
2022	J	`jnl`	Communication-Efficient and Cross-Chain Empowered Federated Learning for Artificial Intelligence of Things. IEEE Trans. Netw. Sci. Eng. Jiawen Kang, Xuandi Li, Jiangtian Nie, Yi Liu, Minrui Xu, Zehui Xiong, Dusit Niyato, Qiang Yan
2022	J	`jnl`	Cross-Area Travel Time Uncertainty Estimation From Trajectory Data: A Federated Learning Approach. IEEE Trans. Intell. Transp. Syst. Yuanshao Zhu, Yongchao Ye, Yi Liu, James J. Q. Yu
2022	J	`jnl`	Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning. CoRR Yingchun Wang, Song Guo, Jingcai Guo, Weizhan Zhang, Richard Yida Xu, Jie Zhang, Yi Liu
2022	J	`jnl`	Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning. CoRR Yi Liu, Song Guo, Jie Zhang, Qihua Zhou, Yingchun Wang, Xiaohan Zhao
2022	A*	`conf`	Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning. NeurIPS Qihua Zhou, Song Guo, Yi Liu, Jie Zhang, Jiewei Zhang, Tao Guo, Zhenda Xu, Xun Liu, Zhihao Qu
2022	A	`conf`	MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. CIKM Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Bang Liu, Siheng Li, Yujiu Yang, Yefeng Zheng
2022	J	`jnl`	MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. CoRR Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Siheng Li, Bang Liu, Yujiu Yang, Yefeng Zheng
2022	J	`jnl`	Resource-Constrained Federated Edge Learning With Heterogeneous Data: Formulation and Analysis. IEEE Trans. Netw. Sci. Eng. Yi Liu, Yuanshao Zhu, James J. Q. Yu
2022	J	`jnl`	Semi-Supervised Federated Learning for Travel Mode Identification From GPS Trajectories. IEEE Trans. Intell. Transp. Syst. Yuanshao Zhu, Yi Liu, James J. Q. Yu, Xingliang Yuan
2022	A	`conf`	Sustainable Federated Learning with Long-term Online VCG Auction Mechanism. ICDCS Leijie Wu, Song Guo, Yi Liu, Zicong Hong, Yufeng Zhan, Wenchao Xu
2022	A*	`conf`	The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining. INFOCOM Yi Liu, Lei Xu, Xingliang Yuan, Cong Wang, Bo Li
2022	J	`jnl`	The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining. CoRR Yi Liu, Lei Xu, Xingliang Yuan, Cong Wang, Bo Li
2022	J	`jnl`	Towards Communication-Efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things. ACM Trans. Internet Techn. Yi Liu, Ruihui Zhao, Jiawen Kang, Abdulsalam Yassine, Dusit Niyato, Jialiang Peng
2021	J	`jnl`	Deep Anomaly Detection for Time-Series Data in Industrial IoT: A Communication-Efficient On-Device Federated Learning Approach. IEEE Internet Things J. Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain
2021	J	`jnl`	Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework With UAV Swarms. IEEE Internet Things J. Yi Liu, Jiangtian Nie, Xuandi Li, Syed Hassan Ahmed, Wei Yang Bryan Lim, Chunyan Miao
2021	A	`conf`	Incentive-Driven Long-term Optimization for Edge Learning by Hierarchical Reinforcement Mechanism. ICDCS Yi Liu, Leijie Wu, Yufeng Zhan, Song Guo, Zicong Hong
2021	J	`jnl`	Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis. CoRR Yi Liu, Yuanshao Zhu, James J. Q. Yu
2020	J	`jnl`	A Secure Federated Learning Framework for 5G Networks. CoRR Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif
2020	J	`jnl`	A Secure Federated Learning Framework for 5G Networks. IEEE Wirel. Commun. Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif
2020	B	`conf`	Communication-Efficient Federated Learning for Anomaly Detection in Industrial Internet of Things. GLOBECOM Yi Liu, Neeraj Kumar, Zehui Xiong, Wei Yang Bryan Lim, Jiawen Kang, Dusit Niyato
2020	J	`jnl`	Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach. CoRR Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain
2020	J	`jnl`	Dominant Data Set Selection Algorithms for Electricity Consumption Time-Series Data Analysis Based on Affine Transformation. IEEE Internet Things J. Yi Wu, Yi Liu, Syed Hassan Ahmed, Jialiang Peng, Ahmed A. Abd El-Latif
2020	—	`conf`	FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning. ITSC Yi Liu, Shuyu Zhang, Chenhan Zhang, James J. Q. Yu
2020	J	`jnl`	Federated Learning for 6G Communications: Challenges, Methods, and Future Directions. CoRR Yi Liu, Xingliang Yuan, Zehui Xiong, Jiawen Kang, Xiaofei Wang, Dusit Niyato
2020	J	`jnl`	Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms. CoRR Yi Liu, Jiangtian Nie, Xuandi Li, Syed Hassan Ahmed, Wei Yang Bryan Lim, Chunyan Miao
2020	J	`jnl`	Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach. IEEE Internet Things J. Yi Liu, James J. Q. Yu, Jiawen Kang, Dusit Niyato, Shuyu Zhang
2020	J	`jnl`	Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach. CoRR Yi Liu, James J. Q. Yu, Jiawen Kang, Dusit Niyato, Shuyu Zhang
2020	J	`jnl`	RC-SSFL: Towards Robust and Communication-efficient Semi-supervised Federated Learning System. CoRR Yi Liu, Xingliang Yuan, Ruihui Zhao, Yifeng Zheng, Yefeng Zheng
2020	B	`conf`	Robust Federated Learning Approach for Travel Mode Identification from Non-IID GPS Trajectories. ICPADS Yuanshao Zhu, Shuyu Zhang, Yi Liu, Dusit Niyato, James J. Q. Yu
2020	—	`conf`	Scalable and Communication-Efficient Decentralized Federated Edge Learning with Multi-blockchain Framework. BlockSys Jiawen Kang, Zehui Xiong, Chunxiao Jiang, Yi Liu, Song Guo, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao
2020	J	`jnl`	Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework. CoRR Jiawen Kang, Zehui Xiong, Chunxiao Jiang, Yi Liu, Song Guo, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao
2020	J	`jnl`	Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things. CoRR Yi Liu, Ruihui Zhao, Jiawen Kang, Abdulsalam Yassine, Dusit Niyato, Jialiang Peng
2019	J	`jnl`	Big Data Platform Architecture Under The Background of Financial Technology. CoRR Yi Liu, Jiawen Peng, Zhihao Yu
2019	B	`conf`	PPGAN: Privacy-Preserving Generative Adversarial Network. ICPADS Yi Liu, Jialiang Peng, James Jian Qiao Yu, Yi Wu
2019	J	`jnl`	PPGAN: Privacy-preserving Generative Adversarial Network. CoRR Yi Liu, Jialiang Peng, James Jian Qiao Yu, Yi Wu
2019	J	`jnl`	Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting. IEEE Access Chenhan Zhang, James Jian Qiao Yu, Yi Liu
2018	—	`conf`	Big Data Platform Architecture under The Background of Financial Technology: In The Insurance Industry As An Example. BDET Yi Liu, Jiawen Peng, Zhihao Yu