3 papers
cs.AI2026
InfraBench: Evaluating Infrastructure Agents Across Layers, Lifecycle, and Risk
Yuan Gao, Zeren Yang, Junnan Li +6
Managing modern computing infrastructure has become a steadily harder problem due to the ever-increasing complexity. Recent advances in AI agents create a timely opportunity to aut…
cs.OS2026
Don't Let AI Agents YOLO Your Files: Information and Control in Agent-Native Filesystems
Shawn Wanxiang Zhong, Junxuan Liao, Jing Liu +3
AI coding agents regularly misuse their filesystem access, causing data corruption, loss, and leakage. We conduct the first systematic study of this problem through an analysis of…
cs.CL2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding
Zhao Jinman, Shawn Zhong, Xiaomin Zhang +1
We look into the task of \emph{generalizing} word embeddings: given a set of pre-trained word vectors over a finite vocabulary, the goal is to predict embedding vectors for out-of-…