Population-Based Hierarchical Non-Negative Matrix Factorization for Survey Data. - Xiaofu Ding; Xinyu Dong; Olivia McGough; Chenxin Shen; Annie Ulichney; Ruiyao Xu; William Swartworth; Jocelyn T. Chi; Deanna Needell (BDCAT, 2022)

Sleptsov net based reliable embedded system design on microcontrollers and FPGAs. - Ruiyao Xu; Si Zhang; Ding Liu; Dmitry A. Zaitsev (ICESS, 2024)

AD-LLM: Benchmarking Large Language Models for Anomaly Detection. - Tiankai Yang 001; Yi Nian; Shawn Li; Ruiyao Xu; Yuangang Li 002; Jiaqi Li; Zhuo Xiao; Xiyang Hu; Ryan A. Rossi; Kaize Ding; Xiaohu You 001; Yue Zhao 016 (CoRR, 2024)

AD-LLM: Benchmarking Large Language Models for Anomaly Detection. - Tiankai Yang 001; Yi Nian; Li Li 006; Ruiyao Xu; Yuangang Li 002; Jiaqi Li; Zhuo Xiao; Xiyang Hu; Ryan A. Rossi; Kaize Ding; Xia Hu 001; Yue Zhao 016 (ACL (Findings), 2025)

Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey. - Ruiyao Xu; Kaize Ding (NAACL (Findings), 2025)