Conference DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository? 2024 • Proceedings - International Conference on Data Engineering • 5170-5176 Lou Y, Lei C, Qin X, Wang Z, Faloutsos C, Anubhai R, Rangwala H
Chapter DiffFind: Discovering Differential Equations from Time Series 2024 • Lecture Notes in Computer Science • 14650 LNAI:175-187 Posam L, Shekhar S, Lee MC, Faloutsos C
Preprint EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series 2024 Hossain MS, Faloutsos C, Baer B, Kim H, Tsotras VJ
Conference EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series 2024 • Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024 • 298-306 Hossain S, Faloutsos C, Baer B, Kim H, Tsotras VJ
Preprint FeatNavigator: Automatic Feature Augmentation on Tabular Data 2024 Liang J, Lei C, Qin X, Zhang J, Katsifodimos A, Faloutsos C, Rangwala H
Preprint GraphStorm: all-in-one graph machine learning framework for industry applications 2024 Zheng D, Song X, Zhu Q, Zhang J, Vasiloudis T, Ma R, Zhang H, Wang Z, Adeshina S, Nisa I, Mottini A, Cui Q, Rangwala H, Zeng B, Faloutsos C, Karypis G
Preprint Hierarchical Compression of Text-Rich Graphs via Large Language Models 2024 Zhang S, Zheng D, Zhang J, Zhu Q, song X, Adeshina S, Faloutsos C, Karypis G, Sun Y
Conference Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets 2024 • Proceedings - International Conference on Data Engineering • 1407-1420 Sánchez Vinces BV, Cordeiro RLF, Faloutsos C
Preprint McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets 2024 Vinces BVS, Cordeiro RLF, Faloutsos C
Chapter NETEFFECT: Discovery and Exploitation of Generalized Network Effects 2024 • Lecture Notes in Computer Science • 14645 LNAI:299-312 Lee MC, Shekhar S, Yoo J, Faloutsos C
Conference NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features 2024 • WWW 2024 - Proceedings of the ACM Web Conference • 2542-2551 Miyake K, Ito H, Faloutsos C, Matsumoto H, Morishima A
Preprint NetInfoF Framework: Measuring and Exploiting Network Usable Information 2024 Lee M-C, Yu H, Zhang J, Ioannidis VN, Song X, Adeshina S, Zheng D, Faloutsos C
Conference NETINFOF FRAMEWORK: MEASURING AND EXPLOITING NETWORK USABLE INFORMATION 2024 • 12th International Conference on Learning Representations, ICLR 2024 Lee MC, Yu H, Zhang J, Ioannidis VN, Song X, Adeshina S, Zheng D, Faloutsos C
Preprint OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories 2024 Koutras C, Zhang J, Qin X, Lei C, Ioannidis V, Faloutsos C, Karypis G, Katsifodimos A
Preprint OpenTab: Advancing Large Language Models as Open-domain Table Reasoners 2024 Kong K, Zhang J, Shen Z, Srinivasan B, Lei C, Faloutsos C, Rangwala H, Karypis G
Journal Article T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking 2024 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 38(20):22276-22284 Nair P, Liu J, Vajiac C, Olligschlaeger A, Chau DH, Cazzolato M, Jones C, Faloutsos C, Rabbany R
Conference TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning 2024 • SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval • 2662-2666 Zhu J, Song X, Ioannidis V, Koutra D, Faloutsos C
Journal Article TurboLift: fast accuracy lifting for historical data recovery (vol 29, pg 1129, 2020) 2024 • The VLDB journal • 33(1):253-253 Yang F, Almutairi FM, Song HA, Faloutsos C, Sidiropoulos ND, Zadorozhny V
Journal Article <i>DeepFixCX</i>: Explainable privacy-preserving image compression for medical image analysis 2023 • Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery • 13(4): Gaudio A, Smailagic A, Faloutsos C, Mohan S, Johnson E, Liu Y, Costa P, Campilho A
Conference Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances 2023 • Proceedings of the VLDB Endowment • 16(8):2019-2032 Paparrizos J, Wu K, Elmore A, Faloutsos C, Franklin MJ
Conference Automatic Table Union Search with Tabular Representation Learning 2023 • Proceedings of the conference. Association for Computational Linguistics. Meeting • 3786-3800 Hu X, Wang S, Qin X, Lei C, Shen Z, Faloutsos C, Katsifodimos A, Karypis G, Wen L, Yu PS
Journal Article Benefit-aware early prediction of health outcomes on multivariate EEG time series 2023 • Journal of Biomedical Informatics • 139: Shekhar S, Eswaran D, Hooi B, Elmer J, Faloutsos C, Akoglu L
Conference CALLMINE: Fraud Detection and Visualization of Million-Scale Call Graphs 2023 • International Conference on Information and Knowledge Management, Proceedings • 4509-4515 Cazzolato M, Vijayakumar S, Lee M-C, Vajiac C, Park N, Fidalgo P, Traina AJM, Faloutsos C
Conference Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs 2023 • Proceedings of the conference. Association for Computational Linguistics. Meeting • 10105-10118 Huang Z, Wang D, Huang B, Zhang C, Shang J, Liang Y, Wang Z, Li X, Faloutsos C, Sun Y, Wang W
Preprint Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs 2023 Huang Z, Wang D, Huang B, Zhang C, Shang J, Liang Y, Wang Z, Li X, Faloutsos C, Sun Y, Wang W
