Journal Article Correction to: TurboLift: fast accuracy lifting for historical data recovery (The VLDB Journal, (2020), 29, 5, (1129-1148), 10.1007/s00778-020-00609-6) 2024 • The VLDB journal • 33(1):253 Yang F, Almutairi FM, Song HA, Faloutsos C, Sidiropoulos ND, Zadorozhny V
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
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
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 <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 MC, Vajiac C, Park N, Fidalgo P, Traina AJM, Faloutsos C
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
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
Journal Article DeltaShield: Information Theory for Human- Trafficking Detection 2023 • ACM Transactions on Knowledge Discovery from Data • 17(2): Vajiac C, Lee M-C, Kulshrestha A, Levy S, Park N, Olligschlaeger A, Jones C, Rabbany R, Faloutsos C
Conference Dynamic Graph-Based Anomaly Detection in the Electrical Grid 2023 • IEEE Power and Energy Society General Meeting Li S, Pandey A, Hooi B, Faloutsos C, Pileggi L
Journal Article ExplainFix: Explainable spatially fixed deep networks 2023 • Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery • 13(2): Gaudio A, Faloutsos C, Smailagic A, Costa P, Campilho A
Preprint ExplainFix: Explainable Spatially Fixed Deep Networks 2023 Gaudio A, Faloutsos C, Smailagic A, Costa P, Campilho A
Conference Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools 2023 • Proceedings - IEEE Symposium on Computer-Based Medical Systems • 2023-June:117-122 Cazzolato MT, Gutierrez MA, Traina C, Faloutsos C, Traina AJM
Conference Less is More: SLIMG for Accurate, Robust, and Interpretable Graph Mining 2023 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 3128-3139 Yoo J, Lee M-C, Shekhar S, Faloutsos C
Preprint Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space 2023 Zhang H, Zhang J, Srinivasan B, Shen Z, Qin X, Faloutsos C, Rangwala H, Karypis G
Preprint OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization 2023 Zhang H, Wang S, Ioannidis VN, Adeshina S, Zhang J, Qin X, Faloutsos C, Zheng D, Karypis G, Yu PS
Conference PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction 2023 • ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023 • 3784-3793 Zhang S, Zhang J, Song X, Adeshina S, Zheng D, Faloutsos C, Sun Y
Preprint PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction 2023 Zhang S, Zhang J, Song X, Adeshina S, Zheng D, Faloutsos C, Sun Y
Journal Article TGRAPP: Anomaly Detection and Visualization of Large-Scale Call Graphs 2023 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 37:16410-16412 Cazzolato MT, Vijayakumar S, Zheng X, Park N, Lee MC, Chau DH, Fidalgo P, Lages B, Traina AJM, Faloutsos C
Preprint TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning 2023 Zhu J, Song X, Ioannidis VN, Koutra D, Faloutsos C
Journal Article TRAFFICVIS: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking 2023 • IEEE Transactions on Visualization and Computer Graphics • 29(1):53-62 Vajiac C, Chau DH, Olligschlaeger A, Mackenzie R, Nair P, Lee MC, Li Y, Park N, Rabbany R, Faloutsos C
