Liu, Yu-An

1. Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method
   2023/08/19 by Yuan Liu, Liu, Yu-An, Ruqing Zhang +11 · 4 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Asian Geopolitics and Ethnography #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR)
2. On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective
   2023/06/22 by Yuan Liu, Liu, Yu-An, Ruqing Zhang +7 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Topic Modeling
3. Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
   2024/07/09 by Yu-An Liu, Liu, Yu-An, Ruqing Zhang +9 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
4. Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models
   2023/04/28 by Yuan Liu, Liu, Yu-An, Ruqing Zhang +11 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science
5. Robust Information Retrieval
   2024/06/13 by Liu, Yu-An, Zhang, Ruqing, Guo, Jiafeng +1 · 2 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
6. Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models
   2024/12/25 by Yuan Liu, Ruqing Zhang, Liu, Yu-An +9 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
7. Multi-granular Adversarial Attacks against Black-box Neural Ranking Models
   2024/04/02 by Liu, Yu-An, Zhang, Ruqing, Guo, Jiafeng +3 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
8. On the Robustness of Generative Information Retrieval Models
   2024/12/25 by Yuan Liu, Liu, Yu-An, Ruqing Zhang +9 · 1 citation
   Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR)
9. Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval
   2025/03/24 by Liu, Yu-An, Nachimovsky, Haya, Zhang, Ruqing +3 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)