A Distribution-Aware Flow-Matching for Generating Unstructured Data for Few-Shot Reinforcement Learningby Mohammad Pivezhandi, Abusayeed SaifullahFirst…
ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Modelsby Yuqing Huang, Rongyang Zhang, Xuesong…
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classificationby Eslam Eldeeb, Mohammad Shehab,…
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier…
Provable In-Context Learning of Linear Systems and Linear Elliptic PDEs with Transformersby Frank Cole, Yulong…
Few-Shot Class-Incremental Learning with Non-IID Decentralized Databy Cuiwei Liu, Siang Xu, Huaijun Qiu, Jing Zhang,…
COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classificationby Jesus Barreda, Ashley Gomez,…
LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free Approachby Kunlong Chen, Junjun Wang, Zhaoqun…
Real-world Adversarial Defense against Patch Attacks based on Diffusion Modelby Xingxing Wei, Caixin Kang, Yinpeng…
Towards a graph-based foundation model for network traffic analysisby Louis Van Langendonck, Ismael Castell-Uroz, Pere…