George Karypis
University of Minnesota-Twin Cities
H-index: 113
North America-United States
Top articles of George Karypis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners | arXiv preprint arXiv:2402.14361 | Kezhi Kong Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Chuan Lei | 2024/2/22 |
Automatically separating claim into elements/limitations and automatically finding art for each element/limitation | 2024/4/2 | ||
HYTREL: Hypergraph-enhanced tabular data representation learning | Advances in Neural Information Processing Systems | Pei Chen Soumajyoti Sarkar Leonard Lausen Balasubramaniam Srinivasan Sheng Zha | 2024/2/13 |
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories | arXiv preprint arXiv:2403.07653 | Christos Koutras Jiani Zhang Xiao Qin Chuan Lei Vasileios Ioannidis | 2024/3/12 |
SemPool: Simple, robust, and interpretable KG pooling for enhancing language models | arXiv preprint arXiv:2402.02289 | Costas Mavromatis Petros Karypis George Karypis | 2024/2/3 |
Large language models of code fail at completing code with potential bugs | Advances in Neural Information Processing Systems | Tuan Dinh Jinman Zhao Samson Tan Renato Negrinho Leonard Lausen | 2024/2/13 |
The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024) | Vachik S Dave Linsey Pang Xiquan Cui Chen Luo Hamed Zamani | 2024/3/4 | |
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning | arXiv preprint arXiv:2404.18271 | Qi Zhu Da Zheng Xiang Song Shichang Zhang Bowen Jin | 2024/4/28 |
Automatic clipping: Differentially private deep learning made easier and stronger | Advances in Neural Information Processing Systems | Zhiqi Bu Yu-Xiang Wang Sheng Zha George Karypis | 2024/2/13 |
Pre-training Differentially Private Models with Limited Public Data | arXiv preprint arXiv:2402.18752 | Zhiqi Bu Xinwei Zhang Mingyi Hong Sheng Zha George Karypis | 2024/2/28 |
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models | arXiv preprint arXiv:2404.16233 | Zhiqiang Tang Haoyang Fang Su Zhou Taojiannan Yang Zihan Zhong | 2024/4/24 |
Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331) | George Karypis Christian Schulz Darren Strash Deepak Ajwani Rob H Bisseling | 2024 | |
Extreme Miscalibration and the Illusion of Adversarial Robustness | arXiv preprint arXiv:2402.17509 | Vyas Raina Samson Tan Volkan Cevher Aditya Rawal Sheng Zha | 2024/2/27 |
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization | arXiv preprint arXiv:2404.11531 | Costas Mavromatis Petros Karypis George Karypis | 2024/4/17 |
Optimizing irregular dense operators of heterogeneous GNN models on GPU | Israt Nisa Minjie Wang Da Zheng Qiang Fu Ümit Çatalyürek | 2023/5/15 | |
GraphStorm an Easy-to-use and Scalable Graph Neural Network Framework: From Beginners to Heroes | Jian Zhang Da Zheng Xiang Song Theodore Vasiloudis Israt Nisa | 2023/8/6 | |
NameGuess: Column name expansion for tabular data | arXiv preprint arXiv:2310.13196 | Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Shen Wang Huzefa Rangwala | 2023/10/19 |
Zero redundancy distributed learning with differential privacy | arXiv preprint arXiv:2311.11822 | Zhiqi Bu Justin Chiu Ruixuan Liu Sheng Zha George Karypis | 2023/11/20 |
High-Performance Static and Streaming Tensor Factorization Algorithms | George Karypis | 2023/2/4 | |
Xtab: Cross-table pretraining for tabular transformers | International Conference on Machine Learning, 43181-43204 | Bingzhao Zhu Xingjian Shi Nick Erickson Mu Li George Karypis | 2023/5/10 |
Co-Authors
