InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integrationby Fali Wang, Runxue…
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of…
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentationby Ikuya Yamada, Ryokan…
Beyond Generalization: A Survey of Out-Of-Distribution Adaptation on Graphsby Shuhan Liu, Kaize DingFirst submitted to…
Trust Regions for Explanations via Black-Box Probabilistic Certificationby Amit Dhurandhar, Swagatam Haldar, Dennis Wei, Karthikeyan…
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Banditsby Kyoungseok Jang, Chicheng Zhang, Kwang-Sung…
How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimizationby Andrew…
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processesby Jeremiah Hauth, Cosmin Safta,…
Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identificationby Zimeng Lyu, Pujan…
Maintaining Adversarial Robustness in Continuous Learningby Xiaolei Ru, Xiaowei Cao, Zijia Liu, Jack Murdoch Moore,…