Zhuqing Liu
- Adversarial Attacks to Multi-Modal Models
2024/09/10 by Zhihao Dou, Xin Hu, Dou, Zhihao +7 · 6 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 Hai‐Bo Yang, Yang, Haibo, Zhuqing Liu +7 · 4 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Efficacy and safety of lebrikizumab in moderate-to-severe atopic dermatitis: 52-week results of two randomized double-blinded placebo-controlled phase III trials
2023/03/30 by Andrew Blauvelt, Jacob P. Thyssen, Jacob P Thyssen +19 · 26 citations
Medicine · Immunology and Microbiology · #Dermatology and Skin Diseases #Psoriasis: Treatment and Pathogenesis #Asthma and respiratory diseases
- Traceback of Poisoning Attacks to Retrieval-Augmented Generation
2025/04/30 by Baolei Zhang, Zhang, Baolei, Xin, Haoran +10 · 7 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)
- INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
2022/07/27 by Zhuqing Liu, Liu, Zhuqing, Xin Zhang +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, Zhuqing Liu, Yang, Haibo +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 Xin Zhang, Minghong Fang, Zhang, Xin +9 · 1 citation
Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Do We Really Need to Design New Byzantine-robust Aggregation Rules?
2025/01/29 by Minghong Fang, Fang, Minghong, Seyedsina Nabavirazavi +9 · 2 citations
Economics, Econometrics and Finance · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)