Liu, Zhuqing
- Practical Poisoning Attacks against Retrieval-Augmented Generation
2025/04/04 by Zhang, Baolei, Chen, Yuxi, Fang, Minghong +4 · 10 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Adversarial Attacks to Multi-Modal Models
2024/09/10 by Zhihao Dou, Xin Hu, Dou, Zhihao +7 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Federated Multi-Objective Learning
2023/10/15 by Yang, Haibo, Liu, Zhuqing, Liu, Jia +2 · 4 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Traceback of Poisoning Attacks to Retrieval-Augmented Generation
2025/04/30 by Baolei Zhang, Zhang, Baolei, Xin, Haoran +10 · 6 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- Benchmarking Poisoning Attacks against Retrieval-Augmented Generation
2025/05/24 by Bo Zhang, Zhang, Baolei, Xin, Haoran +11 · 4 citations
Computer Science · #Algorithms and Data Compression #Caching and Content Delivery #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
- DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization
2022/12/05 by Qiu, Peiwen, Li, Yining, Liu, Zhuqing +5 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
2022/07/27 by Zhuqing Liu, Xin Zhang, Liu, Zhuqing +7 · 1 citation
Computer Science · Medicine · Neuroscience · #Cerebrospinal fluid and hydrocephalus #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Spinal Dysraphism and Malformations
- SAGDA: Achieving O(ε-2) Communication Complexity in Federated Min-Max Learning
2022/10/02 by Hai‐Bo Yang, Yang, Haibo, Zhuqing Liu +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data
2022/08/17 by Zhang, Xin, Fang, Minghong, Liu, Zhuqing +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)