معرفی
Jiaxuan You is an Assistant Professor at the Siebel School of Computing and Data Science, University of Illinois at Urbana-Champaign, leading the U Lab focused on achieving Artificial General Intelligence (AGI) in digital environments. His research spans graph neural networks (GNNs), relational data, foundation models, and machine learning systems.
- PhD and MS in Computer Science from Stanford University (2021)
- Developed GraphGym and PyTorch Geometric (PyG) for graph learning
- Core member at Kumo AI (2021-2023)
His research explores:
- Graph-enhanced LLMs: Integrating relational structures into foundation models
- AGI Development: Self-optimizing AI agents and tool utilization
- ML Systems: Scalable architectures and redundancy-free computation
- Interdisciplinary Applications: Financial networks, crop yield prediction, and metro systems
Recent publications focus on temporal reasoning, multi-agent dynamics, and hybrid architectures for LLMs. He actively develops open-source tools like DBGYM and GraphRouter.
Scientific recognition includes:
- JPMC PhD Fellowship
- Baidu Scholarship
- Best Student Paper at AAAI 2017
- World Bank Big Data Innovation Challenge winner
He mentors PhD and intern students, emphasizing machine learning systems expertise. His lab collaborates on AGI workshops (e.g., ICLR 2024) and industry projects.
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