Preprint J-Recs: Principled and Scalable Recommendation Justification 2020 Park N, Kan A, Faloutsos C, Dong XL
Conference Midas: Microcluster-based detector of anomalies in edge streams 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 3242-3249 Bhatia S, Hooi B, Yoon M, Shin K, Faloutsos C
Preprint MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals 2020 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Conference MULTIIMPORT: Inferring Node Importance in a Knowledge Graph from Multiple Input signals 2020 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 503-512 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Preprint Octet: Online Catalog Taxonomy Enrichment with Self-Supervision 2020 Mao Y, Zhao T, Kan A, Zhang C, Dong XL, Faloutsos C, Han J
Conference OCTET: Online Catalog Taxonomy Enrichment with Self-Supervision 2020 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2247-2257 Mao Y, Zhao T, Kan A, Zhang C, Dong XL, Faloutsos C, Han J
Conference P-Companion: A Principled Framework for Diversified Complementary Product Recommendation 2020 • International Conference on Information and Knowledge Management, Proceedings • 2517-2524 Hao J, Zhao T, Li J, Dong XL, Faloutsos C, Sun Y, Wang W
Conference Provably Robust Node Classification via Low-Pass Message Passing 2020 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 621-630 Wang Y, Liu S, Yoon M, Lamba H, Wang W, Faloutsos C, Hooi B
Preprint Real-Time Anomaly Detection in Edge Streams 2020 Bhatia S, Liu R, Hooi B, Yoon M, Shin K, Faloutsos C
Conference TellTail: Fast scoring and detection of dense subgraphs 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 4150-4157 Hooi B, Shin K, Lamba H, Faloutsos C
Journal Article Temporal locality-aware sampling for accurate triangle counting in real graph streams 2020 • The VLDB journal • 29(6):1501-1525 Lee D, Shin K, Faloutsos C
Conference TRIAGE: Temporal Twitter attribute graph patterns 2020 • ACM International Conference Proceeding Series • Part F162565:44-53 Dimitriadis I, Poiitis M, Faloutsos C, Vakali A
Journal Article TurboLift: fast accuracy lifting for historical data recovery 2020 • The VLDB journal • 29(5):1129-1148 Yang F, Almutairi FM, Song HA, Faloutsos C, Sidiropoulos ND, Zadorozhny V
Journal Article A Contrast Metric for Fraud Detection in Rich Graphs 2019 • IEEE Transactions on Knowledge and Data Engineering • 31(12):2235-2248 Liu S, Hooi B, Faloutsos C
Journal Article Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors 2019 • ACM Transactions on Knowledge Discovery from Data • 13(1):1-2 Faloutsos C
Preprint AutoBlock: A Hands-off Blocking Framework for Entity Matching 2019 Zhang W, Wei H, Sisman B, Dong XL, Faloutsos C, Page D
Conference Beyond outlier detection: LookOut for pictorial explanation 2019 • Lecture Notes in Computer Science • 11051 LNAI:122-138 Gupta N, Eswaran D, Shah N, Akoglu L, Faloutsos C
Conference Beyond outliers and on to micro-clusters: Vision-guided anomaly detection 2019 • Lecture Notes in Computer Science • 11439 LNAI:541-554 Feng W, Liu S, Faloutsos C, Hooi B, Shen H, Cheng X
Conference Branch and border: Partition-based change detection in multivariate time series 2019 • SIAM International Conference on Data Mining, SDM 2019 • 504-512 Hooi B, Faloutsos C
Conference Classical and contemporary approaches to big time series forecasting 2019 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 2042-2047 Faloutsos C, Januschowski T, Gasthaus J, Wang Y
Journal Article Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data 2019 • IEEE Transactions on Knowledge and Data Engineering • 31(12):2304-2318 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar P, Sidiropoulos ND, Faloutsos C, Mitchell T
Conference Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 596-606 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Preprint Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks 2019 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
Conference Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 647-657 Yoon M, Hooi B, Shin K, Faloutsos C
Conference Forecasting big time series: Theory and practice 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2309-2310 Faloutsos C, Flunkert V, Gasthaus J, Januschowski T, Wang Y
