Yifeng Gao

According to our database, Yifeng Gao authored at least 24 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition.

Aosong Feng, Jialin Chen, Juan Garza, Brooklyn Berry, Francisco Salazar, Yifeng Gao, Rex Ying, Leandros Tassiulas

CoRR, 2024

2023

Survival prediction of heart failure patients using motion-based analysis method.

Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino

Comput. Methods Programs Biomed., June, 2023

PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series.

Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Federated Learning With Erroneous Communication Links.

Mahyar Shirvanimoghaddam, Ayoob Salari, Yifeng Gao, Aradhika Guha

IEEE Commun. Lett., 2022

Robust Time Series Chain Discovery with Incremental Nearest Neighbors.

Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach.

Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun

Cryptogr., 2021

MMAP: a cloud computing platform for mining the maximum accuracy of predicting phenotypes from genotypes.

Wei Huang, Ping Zheng, Zhenhai Cui, Zhuo Li, Yifeng Gao, Helong Yu, You Tang, Xiaohui Yuan, Zhiwu Zhang

Bioinform., 2021

Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity.

Honglu Jiang, Yifeng Gao, S. M. Sarwar, Luis GarzaPerez, Mahmudul Robin

Proceedings of the Silicon Valley Cybersecurity Conference - Second Conference, 2021

Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events.

Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi

Proceedings of the 27th IEEE International Symposium on On-Line Testing and Robust System Design, 2021

2020

Semantic Discord: Finding Unusual Local Patterns for Time Series.

Li Zhang, Yifeng Gao, Jessica Lin

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features.

Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

Ensemble Grammar Induction For Detecting Anomalies in Time Series.

Yifeng Gao, Jessica Lin, Constantin Brif

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network.

Xuchao Zhang, Yifeng Gao, Jessica Lin, Chang-Tien Lu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Efficient Terrain Matching With 3-D Zernike Moments.

Kedong Wang, Tongqian Zhu, Yifeng Gao, Jinling Wang

IEEE Trans. Aerosp. Electron. Syst., 2019

HIME: discovering variable-length motifs in large-scale time series.

Yifeng Gao, Jessica Lin

Knowl. Inf. Syst., 2019

Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series.

Yifeng Gao, Jessica Lin

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Exploring variable-length time series motifs in one hundred million length scale.

Yifeng Gao, Jessica Lin

Data Min. Knowl. Discov., 2018

Efficient Discovery of Variable-length Time Series Motifs with Large Length Range in Million Scale Time Series.

Yifeng Gao, Jessica Lin

CoRR, 2018

2017

TrajViz: A Tool for Visualizing Patterns and Anomalies in Trajectory.

Yifeng Gao, Qingzhe Li, Xiaosheng Li, Jessica Lin, Huzefa Rangwala

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

IterativE Grammar-Based Framework for Discovering Variable-Length Time Series Motifs.

Yifeng Gao, Jessica Lin, Huzefa Rangwala

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Efficient discovery of time series motifs with large length range in million scale time series.

Yifeng Gao, Jessica Lin

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2015

A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms.

Xing Wang, Yifeng Gao, Jessica Lin, Huzefa Rangwala, Ranjeev Mittu

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2012

Principal coordinate strategy: a novel adaptive control strategy for differential evolution.

Yifeng Gao, Dan Lv

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

A Novel and Robust Evolution Algorithm for Optimizing Complicated Functions

Yifeng Gao, Shuhong Gong, Ge Zhao

CoRR, 2011