Christos Faloutsos
Carnegie Mellon University
H-index: 151
North America-United States
Top articles of Christos Faloutsos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Large Language Models on Tabular Data--A Survey | Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu | 2024/2/27 | |
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition | arXiv preprint arXiv:2403.12339 | Jielin Qiu William Han Winfred Wang Zhengyuan Yang Linjie Li | 2024/3/19 |
DataLore: Can a large language model find all lost scrolls in a data repository? | Yuze Lou Chuan Lei Xiao Qin Zichen Wang Christos Faloutsos | 2024 | |
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs | arXiv preprint arXiv:2404.18209 | Minjie Wang Quan Gan David Wipf Zhenkun Cai Ning Li | 2024/4/28 |
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 |
EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series | Mst Shamima Hossain Christos Faloutsos Boris Baer Hyoseung Kim Vassilis J Tsotras | 2024 | |
McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets | arXiv preprint arXiv:2403.08027 | Braulio V Sánchez Vinces Robson LF Cordeiro Christos Faloutsos | 2024/3/12 |
DiffFind: Discovering Differential Equations from Time Series | Lalithsai Posam Shubhranshu Shekhar Meng-Chieh Lee Christos Faloutsos | 2024/4/25 | |
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 |
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection | Advances in Neural Information Processing Systems | Namyong Park Ryan Rossi Xing Wang Antoine Simoulin Nesreen K Ahmed | 2024/2/13 |
NETEFFECT: Discovery and Exploitation of Generalized Network Effects | Meng-Chieh Lee Shubhranshu Shekhar Jaemin Yoo Christos Faloutsos | 2024/4/25 | |
Snapntell: Enhancing entity-centric visual question answering with retrieval augmented multimodal llm | arXiv preprint arXiv:2403.04735 | Jielin Qiu Andrea Madotto Zhaojiang Lin Paul A Crook Yifan Ethan Xu | 2024/3/7 |
NetInfoF Framework: Measuring and Exploiting Network Usable Information | arXiv preprint arXiv:2402.07999 | Meng-Chieh Lee Haiyang Yu Jian Zhang Vassilis N Ioannidis Xiang Song | 2024/2/12 |
Automatic question-answer generation for long-tail knowledge | arXiv preprint arXiv:2403.01382 | Rohan Kumar Youngmin Kim Sunitha Ravi Haitian Sun Christos Faloutsos | 2024/3/3 |
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking | Proceedings of the AAAI Conference on Artificial Intelligence | Pratheeksha Nair Javin Liu Catalina Vajiac Andreas Olligschlaeger Duen Horng Chau | 2024/3/24 |
Rewriting queries to compensate for stale materialized views | 2024/1/9 | ||
Accelerating similarity search for elastic measures: A study and new generalization of lower bounding distances | Proceedings of the VLDB Endowment | John Paparrizos Kaize Wu Aaron Elmore Christos Faloutsos Michael J Franklin | 2023/4/1 |
Automatic table union search with tabular representation learning | Xuming Hu Shen Wang Xiao Qin Chuan Lei Zhengyuan Shen | 2023/7 | |
TouchUp-G: Improving feature representation through graph-centric finetuning | arXiv preprint arXiv:2309.13885 | Jing Zhu Xiang Song Vassilis N Ioannidis Danai Koutra Christos Faloutsos | 2023/9/25 |
Deltashield: Information theory for human-trafficking detection | ACM Transactions on Knowledge Discovery from Data | Catalina Vajiac Meng-Chieh Lee Aayushi Kulshrestha Sacha Levy Namyong Park | 2023/3/30 |
Co-Authors
