Assessing Graph-based Deep Learning Models for Predicting Flash Point. - Xiaoyu Sun; Nathaniel J. Krakauer; Alexander Politowicz; Wei-Ting Chen; Qiying Li; Zuoyi Li; Xianjia Shao; Alfred Sunaryo; Mingren Shen; James Wang; Dane Morgan (CoRR, 2020)

Semantic Novelty Detection in Natural Language Descriptions. - Nianzu Ma; Alexander Politowicz; Sahisnu Mazumder; Jiahua Chen; Bing Liu 001; Eric Robertson 001; Scott Grigsby (EMNLP (1), 2021)

Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. - Nianzu Ma; Sahisnu Mazumder; Alexander Politowicz; Bing Liu 001; Eric Robertson 001; Scott Grigsby (EMNLP, 2022)

Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning. - Alexander Politowicz; Sahisnu Mazumder; Bing Liu 001 (CoRR, 2024)