Yifeng Gao

24 papers A* 5A 2B 1C 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2023 A conf
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series.
SDM
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
2023 J jnl
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series.
CoRR
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
2022 A* conf
Robust Time Series Chain Discovery with Incremental Nearest Neighbors.
ICDM
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
2022 J jnl
Robust Time Series Chain Discovery with Incremental Nearest Neighbors.
CoRR
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
2021 C conf
Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events.
IOLTS
Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi
2021 — conf
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity.
SVCC
Honglu Jiang, Yifeng Gao, S. M. Sarwar, Luis GarzaPerez, Mahmudul Robin
2021 J jnl
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity.
CoRR
Honglu Jiang, Yifeng Gao, S. M. Sarwar, Luis GarzaPerez, Mahmudul Robin
2021 J jnl
Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach.
Cryptogr.
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun
2020 B conf
Ensemble Grammar Induction For Detecting Anomalies in Time Series.
EDBT
Yifeng Gao, Jessica Lin, Constantin Brif
2020 J jnl
Ensemble Grammar Induction For Detecting Anomalies in Time Series.
CoRR
Yifeng Gao, Jessica Lin, Constantin Brif
2020 A conf
Semantic Discord: Finding Unusual Local Patterns for Time Series.
SDM
Li Zhang, Yifeng Gao, Jessica Lin
2020 J jnl
Semantic Discord: Finding Unusual Local Patterns for Time Series.
CoRR
Li Zhang, Yifeng Gao, Jessica Lin
2020 — conf
StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features.
ACM Great Lakes Symposium on VLSI
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun
2020 A* conf
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network.
AAAI
Xuchao Zhang, Yifeng Gao, Jessica Lin, Chang-Tien Lu
2019 A* conf
Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series.
ICDM
Yifeng Gao, Jessica Lin
2019 J jnl
Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series.
CoRR
Yifeng Gao, Jessica Lin
2019 J jnl
HIME: discovering variable-length motifs in large-scale time series.
Knowl. Inf. Syst.
Yifeng Gao, Jessica Lin
2018 J jnl
Efficient Discovery of Variable-length Time Series Motifs with Large Length Range in Million Scale Time Series.
CoRR
Yifeng Gao, Jessica Lin
2018 J jnl
Exploring variable-length time series motifs in one hundred million length scale.
Data Min. Knowl. Discov.
Yifeng Gao, Jessica Lin
2017 A* conf
Efficient discovery of time series motifs with large length range in million scale time series.
ICDM
Yifeng Gao, Jessica Lin
2017 A* conf
IterativE Grammar-Based Framework for Discovering Variable-Length Time Series Motifs.
ICDM
Yifeng Gao, Jessica Lin, Huzefa Rangwala
2017 — conf
TrajViz: A Tool for Visualizing Patterns and Anomalies in Trajectory.
ECML/PKDD (3)
Yifeng Gao, Qingzhe Li, Xiaosheng Li, Jessica Lin, Huzefa Rangwala
2016 C conf
Iterative Grammar-Based Framework for Discovering Variable-Length Time Series Motifs.
ICMLA
Yifeng Gao, Jessica Lin, Huzefa Rangwala
2015 C conf
A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms.
ICMLA
Xing Wang, Yifeng Gao, Jessica Lin, Huzefa Rangwala, Ranjeev Mittu