VitalCore: Analytics and Support Dashboard for Medical Device Integration. - Hyon-Young Choi; Amanda Lor; Mike Megonegal; Xiayan Ji; Amanda Watson; James Weimer; Insup Lee 001 (CHASE, 2021)

AutoWean: Extubation Failure Risk Estimation for Critically Ill Patients. - Jean Park; Amanda Watson; Xiayan Ji; Kyle C. Quinn; James Weimer; Insup Lee 001 (CHASE, 2022)

Optical Coherence Tomography Classification Based on Transfer Learning and RA-Attention. - Xiaoyi Lian; Lina Chen; Xiayan Ji; Fangyao Shen; Hongjie Guo; Hong Gao 001 (HIS, 2022)

PAC-Wrap: Semi-Supervised PAC Anomaly Detection. - Shuo Li; Xiayan Ji; Edgar Dobriban; Oleg Sokolsky; Insup Lee 001 (KDD, 2022)

Towards PAC Multi-Object Detection and Tracking. - Shuo Li; Sangdon Park 001; Xiayan Ji; Insup Lee 001; Osbert Bastani (CoRR, 2022)

CPMFA: A Character Pair-Based Method for Chinese Nested Named Entity Recognition. - Xiayan Ji; Lina Chen; Fangyao Shen; Hongjie Guo; Hong Gao 001 (ADMA (1), 2023)

Short: Integrated Sensing Platform for Detecting Social Isolation and Loneliness In the Elderly Community. - Xiayan Ji; Xian Li 006; Ahhyun Yuh; Amanda Watson; Claire Kendell; James Weimer; Hajime Nagahara; Teruo Higashino; Teruhiro Mizumoto; Viktor Erdélyi; George Demiris; Oleg Sokolsky; et al. (CHASE, 2023)

iCareLoop: Closed-Loop Sensing and Intervention for Gerontological Social Isolation and Loneliness. - Xiayan Ji; Ahhyun Yuh; Hyon-Young Choi; Amanda Watson; Claire Kendell; Xian Li 006; James Weimer; Hajime Nagahara; Teruo Higashino; Teruhiro Mizumoto; Viktor Erdélyi; George Demiris; et al. (ICCPS, 2023)

iCareLoop: Data Management System for Monitoring Gerontological Social Isolation and Loneliness. - Xiayan Ji; Ahhyun Yuh; Hyon-Young Choi; Viktor Erdélyi; Teruhiro Mizumoto; Sean Lee Harrison; James Weimer; George Demiris; Takeshi Nakagawa; Takashi Suehiro; Yasuyuki Gondo; Hajime Nagahara; et al. (ICMU, 2023)

Incremental Anomaly Detection with Guarantee in the Internet of Medical Things. - Xiayan Ji; Hyon-Young Choi; Oleg Sokolsky; Insup Lee 001 (IoTDI, 2023)

Using Semantic Information for Defining and Detecting OOD Inputs. - Ramneet Kaur; Xiayan Ji; Souradeep Dutta; Michele Caprio; Yahan Yang; Elena Bernardis; Oleg Sokolsky; Insup Lee 001 (CoRR, 2023)

Exploring Effective Sensing Indicators of Loneliness For Elderly Community in US and Japan. - Xiayan Ji; Ahhyun Yuh; Viktor Erdélyi; Teruhiro Mizumoto; Hyonyoung Choi; Sean Lee Harrison; Emma Cho; James Weimer; Hajime Nagahara; Teruo Higashino; George Demiris; Oleg Sokolsky; et al. (CHI Extended Abstracts, 2024)

AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties. - Xiayan Ji; Anton Xue; Eric Wong 001; Oleg Sokolsky; Insup Lee 001 (NeurIPS, 2024)

A High-Precision Generality Method for Chinese Nested Named Entity Recognition. - Xiayan Ji; Lina Chen; Hong Gao 001; Fangyao Shen; Hongjie Guo (WASA (3), 2024)

Adaptive Feature Fusion Enhanced Cascade Pointer Network for Chinese Relation Extraction. - Jiaqing Shi; Xiayan Ji; Lina Chen; Hong Gao 001; Xiaodan Xu (WASA (1), 2025)