A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms. - Xing Wang 011; Yifeng Gao 001; Jessica Lin 001; Huzefa Rangwala; Ranjeev Mittu (ICMLA, 2015)

Efficient discovery of time series motifs with large length range in million scale time series. - Yifeng Gao 001; Jessica Lin 001 (ICDM, 2017)

IterativE Grammar-Based Framework for Discovering Variable-Length Time Series Motifs. - Yifeng Gao 001; Jessica Lin 001; Huzefa Rangwala (ICDM, 2017)

TrajViz: A Tool for Visualizing Patterns and Anomalies in Trajectory. - Yifeng Gao 001; Qingzhe Li; Xiaosheng Li; Jessica Lin 001; Huzefa Rangwala (ECML/PKDD (3), 2017)

Efficient Discovery of Variable-length Time Series Motifs with Large Length Range in Million Scale Time Series. - Yifeng Gao 001; Jessica Lin 001 (CoRR, 2018)

Exploring variable-length time series motifs in one hundred million length scale. - Yifeng Gao 001; Jessica Lin 001 (Data Min. Knowl. Discov., 2018)

Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series. - Yifeng Gao 001; Jessica Lin 001 (ICDM, 2019)

HIME: discovering variable-length motifs in large-scale time series. - Yifeng Gao 001; Jessica Lin 001 (Knowl. Inf. Syst., 2019)

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network. - Xuchao Zhang; Yifeng Gao 001; Jessica Lin 001; Chang-Tien Lu (AAAI, 2020)

Ensemble Grammar Induction For Detecting Anomalies in Time Series. - Yifeng Gao 001; Jessica Lin 001; Constantin Brif (EDBT, 2020)

StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. - Hossein Sayadi; Yifeng Gao 001; Hosein Mohammadi Makrani; Tinoosh Mohsenin; Avesta Sasan; Setareh Rafatirad; Jessica Lin 001; Houman Homayoun (ACM Great Lakes Symposium on VLSI, 2020)

Semantic Discord: Finding Unusual Local Patterns for Time Series. - Li Zhang 074; Yifeng Gao 001; Jessica Lin 001 (SDM, 2020)

Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events. - Yifeng Gao 001; Hosein Mohammadi Makrani; Mehrdad Aliasgari; Amin Rezaei 001; Jessica Lin 001; Houman Homayoun; Hossein Sayadi (IOLTS, 2021)

Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity. - Honglu Jiang; Yifeng Gao 001; S. M. Sarwar; Luis GarzaPerez; Mahmudul Robin (SVCC, 2021)

Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach. - Hossein Sayadi; Yifeng Gao 001; Hosein Mohammadi Makrani; Jessica Lin 001; Paulo Cesar G. da Costa; Setareh Rafatirad; Houman Homayoun (Cryptogr., 2021)

Robust Time Series Chain Discovery with Incremental Nearest Neighbors. - Li Zhang 074; Yan Zhu; Yifeng Gao 001; Jessica Lin 001 (ICDM, 2022)

PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series. - Li Zhang 074; Jiahao Ding; Yifeng Gao 001; Jessica Lin 001 (SDM, 2023)