2 papers
cs.DB2025
SABER: A SQL-Compatible Semantic Document Processing System Based on Extended Relational Algebra
Changjae Lee, Zhuoyue Zhao, Jinjun Xiong
The emergence of large-language models (LLMs) has enabled a new class of semantic data processing systems (SDPSs) to support declarative queries against unstructured documents. Exi…
cs.AI2025
Bridging Models to Defend: A Population-Based Strategy for Robust Adversarial Defense
Ren Wang, Yuxuan Li, Can Chen +6
Adversarial robustness is a critical measure of a neural network's ability to withstand adversarial attacks at inference time. While robust training techniques have improved defens…