Yu-An Liu
- Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
2024/07/09 by Yu-An Liu, Liu, Yu-An, Ruqing Zhang +9 · 10 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
- Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off
2023/12/16 by Yu-An Liu, Liu, Yu-An, Ruqing Zhang +11 · 4 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science