Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptationby Hung-Chieh Fang, Po-Yi Lu, Hsuan-Tien LinFirst submitted…
Shallow diffusion networks provably learn hidden low-dimensional structureby Nicholas M. Boffi, Arthur Jacot, Stephen Tu,…
UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mambaby Li Wu, Wenbin Pei,…
ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysisby Abhijit Manatkar, Devarsh Patel,…
Advancing the Understanding of Fixed Point Iterations in Deep Neural Networks: A Detailed Analytical Studyby…
AdvBDGen: Adversarially Fortified Prompt-Specific Fuzzy Backdoor Generator Against LLM Alignmentby Pankayaraj Pathmanathan, Udari Madhushani Sehwag,…
Subspace Optimization for Large Language Models with Convergence Guaranteesby Yutong He, Pengrui Li, Yipeng Hu,…
Backdoor Attack on Vertical Federated Graph Neural Network Learningby Jirui Yang, Peng Chen, Zhihui Lu,…
TraM : Enhancing User Sleep Prediction with Transformer-based Multivariate Time Series Modeling and Machine Learning…
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMsby Shuo Li, Tao Ji,…