CV
General Information
| Full Name | Yihua Zhang |
| Date of Birth | 9th July 1997 |
| Languages | Chinese, English, German |
Education
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2022 - now
Ph.D. Student in Computer Science
Michigan State University, USA
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Trustworthy Machine Learning
- Robustness
- Fairness
- Explanability
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Scalable Machine Learning
- Efficient Algorithm
- Efficient Model
- Efficient Data
-
Trustworthy Machine Learning
-
2021
Master in Automation
RWTH Aachen University, Germany
-
2019
B.E. in Automation
Huazhong University of Science and Technology, China
Internship Experience
-
2021
Research Internship
JD AI Research
Open Source Projects
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2021
Fast-BAT
- A fast bi-level optimization-based adversarial training framework.
Honors and Awards
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2022
- Best Paper Runner-up Awards, UAI 2022
-
2017
- National Scholarship
-
2016
- National Scholarship
Professional Services
- Conference Reviewer: CVPR'22, ICLR'22, ICML'22, NeurIPS'22
- Journal Reviewer: TMLR
- Chair of ICML’22 Workshop AdvML (New Frontiers in Adversarial Machine Learning).
- TPC of KDD’22 Workshop 4th Workshop on Adversarial Learning Methods for Machine Learning and Data Mining.
- TPC of NeurIPS'21 Workshop NFFL New Frontiers in Federated Learning Privacy, Fairness, Robustness, Personalization and Data Ownership.
Talk
- Advancing Algorithmic Foundation of Robust Deep Learning through the Lens of Bi-level Optimization at INFORMS Annual Meeting 2022