- @HaiyanJiang Ph.D. in Statistics 🎓
- Currently Postdoc Research Associate in Engineering Division @ New York University (Abu Dhabi)
- Former Postdoc Research Fellow in Machine Learning Department @ MBZUAI
- Former Research Scientist @ Baidu Research's Big Data Lab
- Visiting Researcher @ HKUST
Passionate about energy-efficient AI and decentralized learning, with a focus on ML Security, Backdoors in Federated Learning, Machine Unlearning.
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Current research interest:
- ML Privacy and Security, Backdoors in Federated Learning (FL), Machine Unlearning
- Self-Supervised Learning (SSL): Privacy-preserving Self-supervised Representation Learning
- Spiking Neural Networks (SNNs): Developing directly trained methods and ANN-SNN conversion techniques
- Graph Neural Networks: Exploring graph-based learning
- Change-Point Detection in Time Series: Seeking hidden patterns in temporal
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🤝 Open to collaboration: FL, Privacy and Security, Machine Unlearning, Self-Supervised Learning, GNNs, SNNs
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📫 Reach out via email: [email protected].