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[20240614] Update Paper & CV
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DaizeDong committed Jun 14, 2024
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I am a research assistant at Shanghai Artificial Intelligence Laboratory, supervised by [Prof. Yu Cheng](https://scholar.google.com/citations?user=ORPxbV4AAAAJ). I also hold a research assistant position at Westlake University, working closely with [Prof. Stan Z. Li](https://scholar.google.com/citations?user=Y-nyLGIAAAAJ). Prior to this, I received my bachelor's degree in Computer Science & Mathematics and Applied Mathematics from University of Electronic Science and Technology of China, where I worked as a research intern under the supervision of [Prof. Wen Li](https://wenli-vision.github.io/).

I am dedicated to uncovering the intrinsic properties of neural networks with theoretical guarantees, aiming to develop interpretable and effective AI systems. **My research interests primarily revolve around:**
1. Representation capabilities of neural networks (e.g. interpretability, robustness, sparsity).
2. Fundamental structural designs of neural networks (e.g. MoE, GNN).
3. Applications of artificial intelligence for scientific research (e.g. physics, biology, psychology).
1. Understanding the representation abilities (e.g. interpretability and robustness) and inherent statistical features (e.g. sparsity and scaling property) of neural networks.
2. Investigating neural networks' fundamental architectures to enhance efficiency (e.g. Mixture of Experts) and mathematical completeness (e.g. Graph Neural Networks).
3. Leveraging artificial intelligence to promote the scientific researches (e.g. AI for physics, biology, psychology).

<!-- My focus is on the quality and broader impacts of my work, rather than the mere quantity of top-conference papers. -->

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