CV
General Information
Full Name | He, Pengfei |
Education
-
2022-present
Computer Science PhD
Department of Computer Science and Engineering, Michigan State University, Michigan, USA
-
2020-present
Statistics PhD
Department of Statistics and Probability, Michigan State University, Michigan, USA
-
2019-2020
Statistics M.S.
Department of Statistics, University of Wisconsin, Madison, Wisconsin, USA
-
2015-2019
Mathematics B.S.
Department of Statistics, Nankai University, Tianjin, China
Honors and Awards
-
2022
- CIKM-2022 Student Registration Award
-
2022
- KDD-2022 Student Registration Award
-
2021
- Awarded the Professor James Stapleton Prize in Statistics, Michigan State University
-
2016
- Recipient of Second Prize, Nankai University
Experiences
-
2023
- Visiting research student at Okinawa Institute of Science and Technology (OIST)
-
2022
- Research Scientist at James Madison College, Michigan State university
Academic Interests
-
Adversarial learning.
- Data poisoning attack and defense
- Model robustness and generalization
- Data poisoning
-
Machine learning & Statistics.
- Deep model expressiveness and overfitting
- High-dimensional statistics
-
Generative models.
- Diffusion models. Watermark and backdoor attacks.
- LLMs. Backdoor attack for in-context learning; Jailbreak attacks.
Services
- PC member/reviewer for AAAI2022, KDD2023, AAAI2023, SDM2023, PAKDD2023, SDM2024, ICDM2023, TKDE, TKDD.
- SPC for TKDD.
- Volunteer for KDD2022
Other Interests
- Fitness; Tennis; Basketball; Badminton
- Anime; Manga; Pop&Classic
- Video games!!!