Yifeng Gao

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Topics

Multivariate Time Series

Malware Detection

Efficient Discovery

Variable Length

Top Venues

Publications

Kun Zhai, Yifeng Gao, Xingjun Ma, Difan Zou, Guangnan Ye, Yu-Gang Jiang
The Dog Walking Theory: Rethinking Convergence in Federated Learning. CoRR (2024)
Yifeng Gao, Yuhua Sun, Xingjun Ma, Zuxuan Wu, Yu-Gang Jiang
ModelLock: Locking Your Model With a Spell. CoRR (2024)
Aosong Feng, Jialin Chen, Juan Garza, Brooklyn Berry, Francisco Salazar, Yifeng Gao, Rex Ying, Leandros Tassiulas
Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition. CoRR (2024)
Yongting Zhang, Lu Chen, Guodong Zheng, Yifeng Gao, Rui Zheng, Jinlan Fu, Zhenfei Yin, Senjie Jin, Yu Qiao, Xuanjing Huang, Feng Zhao, Tao Gui, Jing Shao
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model. CoRR (2024)
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series. SDM (2023)
Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Survival prediction of heart failure patients using motion-based analysis method. Comput. Methods Programs Biomed. 236 (2023)
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series. CoRR (2023)
Mahyar Shirvanimoghaddam, Yifeng Gao, Aradhika Guha, Ayoob Salari
Federated Learning with Erroneous Communication Links. CoRR (2022)
Mahyar Shirvanimoghaddam, Ayoob Salari, Yifeng Gao, Aradhika Guha
Federated Learning With Erroneous Communication Links. IEEE Commun. Lett. 26 (6) (2022)
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
Robust Time Series Chain Discovery with Incremental Nearest Neighbors. ICDM (2022)
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
Robust Time Series Chain Discovery with Incremental Nearest Neighbors. CoRR (2022)
Honglu Jiang, Yifeng Gao, S. M. Sarwar, Luis GarzaPerez, Mahmudul Robin
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity. SVCC (2021)
Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi
Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events. IOLTS (2021)
Wei Huang, Ping Zheng, Zhenhai Cui, Zhuo Li, Yifeng Gao, Helong Yu, You Tang, Xiaohui Yuan, Zhiwu Zhang
MMAP: a cloud computing platform for mining the maximum accuracy of predicting phenotypes from genotypes. Bioinform. 37 (9) (2021)
Honglu Jiang, Yifeng Gao, S. M. Sarwar, Luis GarzaPerez, Mahmudul Robin
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity. CoRR (2021)
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun
Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach. Cryptogr. 5 (4) (2021)
Li Zhang, Yifeng Gao, Jessica Lin
Semantic Discord: Finding Unusual Local Patterns for Time Series. CoRR (2020)
Xuchao Zhang, Yifeng Gao, Jessica Lin, Chang-Tien Lu
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network. AAAI (2020)
Yifeng Gao, Jessica Lin, Constantin Brif
Ensemble Grammar Induction For Detecting Anomalies in Time Series. CoRR (2020)
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun
StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. ACM Great Lakes Symposium on VLSI (2020)
Yifeng Gao, Jessica Lin, Constantin Brif
Ensemble Grammar Induction For Detecting Anomalies in Time Series. EDBT (2020)
Li Zhang, Yifeng Gao, Jessica Lin
Semantic Discord: Finding Unusual Local Patterns for Time Series. SDM (2020)
Yifeng Gao, Jessica Lin
Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series. CoRR (2019)
Yifeng Gao, Jessica Lin
Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series. ICDM (2019)
Yifeng Gao, Jessica Lin
HIME: discovering variable-length motifs in large-scale time series. Knowl. Inf. Syst. 61 (1) (2019)
Kedong Wang, Tongqian Zhu, Yifeng Gao, Jinling Wang
Efficient Terrain Matching With 3-D Zernike Moments. IEEE Trans. Aerosp. Electron. Syst. 55 (1) (2019)
Yifeng Gao, Jessica Lin
Efficient Discovery of Variable-length Time Series Motifs with Large Length Range in Million Scale Time Series. CoRR (2018)
Yifeng Gao, Jessica Lin
Exploring variable-length time series motifs in one hundred million length scale. Data Min. Knowl. Discov. 32 (5) (2018)
Yifeng Gao, Jessica Lin
Efficient discovery of time series motifs with large length range in million scale time series. ICDM (2017)
Yifeng Gao, Qingzhe Li, Xiaosheng Li, Jessica Lin, Huzefa Rangwala
TrajViz: A Tool for Visualizing Patterns and Anomalies in Trajectory. ECML/PKDD (3) (2017)
Yifeng Gao, Jessica Lin, Huzefa Rangwala
IterativE Grammar-Based Framework for Discovering Variable-Length Time Series Motifs. ICDM (2017)
Yifeng Gao, Jessica Lin, Huzefa Rangwala
Iterative Grammar-Based Framework for Discovering Variable-Length Time Series Motifs. ICMLA (2016)
Xing Wang, Yifeng Gao, Jessica Lin, Huzefa Rangwala, Ranjeev Mittu
A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms. ICMLA (2015)
Yifeng Gao, Dan Lv
Principal coordinate strategy: a novel adaptive control strategy for differential evolution. GECCO (Companion) (2012)
Yifeng Gao, Shuhong Gong, Ge Zhao
A Novel and Robust Evolution Algorithm for Optimizing Complicated Functions CoRR (2011)