Yifeng Gao

Assistant Professor, University of Texas Rio Grande Valley

Joined

August 2022

Names

Yifeng Gao (Preferred)

Emails

****@utrgv.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

University of Texas Rio Grande Valley (utrgv.edu)

2021 – Present

PhD student

George Mason University (gmu.edu)

2013 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Jessica Lin

2013 – 2021

Expertise

Time Series Data Mining

Present

Forecasting

Present

Publications

TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
Ziyu Zhao, Jialin Chen, Gaukhar Nurbek, Aosong Feng, Ali Maatouk, Leandros Tassiulas, Yifeng Gao, Rex Ying
- OpenReview Archive Direct Upload
- Readers: Everyone
MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
Jialin Chen, Aosong Feng, Ziyu Zhao, Juan Garza, Gaukhar Nurbek, Cheng Qin, Ali Maatouk, Leandros Tassiulas, Yifeng Gao, Rex Ying
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Symbol-Temporal Consistency Self-Supervised Learning for Robust Time Series Classification
Kevin Garcia, Cassandra Garza, Brooklyn Berry, Yifeng Gao
- BSN 2025
- Readers: Everyone
TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
Jialin Chen, Ziyu Zhao, Gaukhar Nurbek, Aosong Feng, Ali Maatouk, Leandros Tassiulas, Yifeng Gao, Rex Ying
- NeurIPS 2025 poster
- Readers: Everyone
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
- 2023 (modified: 17 Jan 2023)
- CoRR 2023
- Readers: Everyone
Federated Learning with Erroneous Communication Links
Mahyar Shirvanimoghaddam, Yifeng Gao, Aradhika Guha, Ayoob Salari
- 2022 (modified: 17 Jan 2023)
- CoRR 2022
- Readers: Everyone
Robust Time Series Chain Discovery with Incremental Nearest Neighbors
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
- 2022 (modified: 17 Jan 2023)
- CoRR 2022
- Readers: Everyone
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
- 2021 (modified: 17 Jan 2023)
- IOLTS 2021
- Readers: Everyone
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
- 2021 (modified: 17 Jan 2023)
- Cryptogr. 2021
- Readers: Everyone
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity
Honglu Jiang, Yifeng Gao, S. M. Sarwar, Luis GarzaPerez, Mahmudul Robin
- 2021 (modified: 17 Jan 2023)
- SVCC 2021
- Readers: Everyone

View all 28 publications

Co-Authors

View all 43 co-authors