Kaidi Cao

Computer Science · Physical Sciences

20h-index2.1kcitations48works1.22yr avg
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Research Topics

Multimodal Machine Learning Applications(8), Machine Learning and Data Classification(8), Advanced Neural Network Applications(7), Advanced Graph Neural Networks(6), Domain Adaptation and Few-Shot Learning(6)

Publications48 total

AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
arXiv (Cornell University)·2024Open Access
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
arXiv (Cornell University)·2024· 4 citedOpen Access
PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning
arXiv (Cornell University)·2024Open Access
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
2024· 1 cited
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
2024· 1 cited
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
2024· 1 cited
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
arXiv (Cornell University)·2023· 1 citedOpen Access
Communication-Free Distributed GNN Training with Vertex Cut
arXiv (Cornell University)·2023Open Access
Organization of the human intestine at single-cell resolution
Nature·2023· 276 citedOpen Access
Learning Large Graph Property Prediction via Graph Segment Training
arXiv (Cornell University)·2023· 1 citedOpen Access
Relational Multi-Task Learning: Modeling Relations between Data and Tasks
arXiv (Cornell University)·2023· 8 citedOpen Access
AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural Networks
arXiv (Cornell University)·2023Open Access
TuneUp: A Simple Improved Training Strategy for Graph Neural Networks
arXiv (Cornell University)·2022· 3 citedOpen Access
Annotation of spatially resolved single-cell data with STELLAR
Nature Methods·2022· 114 citedOpen Access
Preparation and Application of Nanocomposite Thin-Film Temperature Sensor during the Milling Process
Materials·2022· 14 citedOpen Access
Learning Backward Compatible Embeddings
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 12 citedOpen Access
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 24 citedOpen Access
Deep learning identifies robust gender differences in functional brain organization and their dissociable links to clinical symptoms in autism
The British Journal of Psychiatry·2022· 58 citedOpen Access
Annotation of Spatially Resolved Single-cell Data with STELLAR
2021· 21 citedOpen Access
High Resolution Single Cell Maps Reveals Distinct Cell Organization and Function Across Different Regions of the Human Intestine
2021· 17 citedOpen Access
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Frequent Co-authors

Jure Leskovec(23), Chen Change Loy(10), Maria Brbić(7), Karthik Subbian(7), Shirley Wu(7), James Zou(6), Kexin Huang(5), John W. Hickey(4), Garry P. Nolan(4), M Snyder(4), Jingwei Ji(4), Juan Carlos Niebles(4), Tengyu Ma(4), Xuan Yang(4), Mingyu Gao(4), Qiaoyi Liu(4), Jeff Setter(4), Jing Pu(4), Ankita Nayak(4), Steven Bell(4)