XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcareby Fatemeh…
An Automatic Prompt Generation System for Tabular Data Tasksby Ashlesha Akella, Abhijit Manatkar, Brij Chavda,…
A Survey of Few-Shot Learning for Biomedical Time Seriesby Chenqi Li, Timothy Denison, Tingting ZhuFirst…
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Modelby…
Accelerating Convergence in Bayesian Few-Shot Classificationby Tianjun Ke, Haoqun Cao, Feng ZhouFirst submitted to arxiv…
Why Tabular Foundation Models Should Be a Research Priorityby Boris van Breugel, Mihaela van der…
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Expertsby Jianan Zhou, Zhiguang Cao, Yaoxin Wu, Wen Song,…
AAPL: Adding Attributes to Prompt Learning for Vision-Language Modelsby Gahyeon Kim, Sohee Kim, Seokju LeeFirst…
Graph Machine Learning in the Era of Large Language Models (LLMs)by Wenqi Fan, Shijie Wang,…
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learningby Yifan Jiang, Jiarui Zhang, Kexuan…