Christos Faloutsos

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 259

Top Venues

CoRR

KDD

ICDM

ACM Trans. Knowl. Discov. Data

Publications

Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
Correction to: TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 33 (1) (2024)
Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras
EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. CoRR (2024)
Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
NetInfoF Framework: Measuring and Exploiting Network Usable Information. CoRR (2024)
Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
DeltaShield: Information Theory for Human- Trafficking Detection. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. ECML/PKDD (3) (2023)
Hengrui Zhang, Shen Wang, Vassilis N. Ioannidis, Soji Adeshina, Jiani Zhang, Xiao Qin, Christos Faloutsos, Da Zheng, George Karypis, Philip S. Yu
OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization. CoRR (2023)
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. ACL (Findings) (2023)
Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho
ExplainFix: Explainable spatially fixed deep networks. WIREs Data. Mining. Knowl. Discov. 13 (2) (2023)
Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. CoRR (2023)
Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. CoRR (2023)
Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning. ICLR (2023)
Hengrui Zhang, Jiani Zhang, Balasubramaniam Srinivasan, Zhengyuan Shen, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. CoRR (2023)
Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. CIKM (2023)
Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos
UltraProp: Principled and Explainable Propagation on Large Graphs. CoRR (2023)
Alex Gaudio, Asim Smailagic, Christos Faloutsos, Shreshta Mohan, Elvin Johnson, Yuhao Liu, Pedro Costa, Aurélio Campilho
: Explainable privacy-preserving image compression for medical image analysis. WIREs Data. Mining. Knowl. Discov. 13 (4) (2023)
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. CoRR (2023)
Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos
Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining. KDD (2023)
Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. WWW (2023)
Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI (2023)
Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection. CoRR (2023)
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. NeurIPS (2023)
Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina
Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS (2023)
Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu
Automatic Table Union Search with Tabular Representation Learning. ACL (Findings) (2023)
Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu
Benefit-aware early prediction of health outcomes on multivariate EEG time series. J. Biomed. Informatics 139 (2023)
Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. CoRR (2023)
Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio J. C. Campilho
ExplainFix: Explainable Spatially Fixed Deep Networks. CoRR (2023)
Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin
Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. 16 (8) (2023)
Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning. CoRR (2022)
Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. CoRR (2022)
Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos
SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success. CoRR (2022)
Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley
Coarse-to-Fine Sparse Sequential Recommendation. CoRR (2022)
Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. Big Data (2022)
Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc
Nimble GNN Embedding with Tensor-Train Decomposition. KDD (2022)
Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. WWW (Companion Volume) (2022)
Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
Real-Time Anomaly Detection in Edge Streams. ACM Trans. Knowl. Discov. Data 16 (4) (2022)
Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc
Nimble GNN Embedding with Tensor-Train Decomposition. CoRR (2022)
Hiroyoshi Ito, Christos Faloutsos
DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks. SDM (2022)
Bo He, Xiang Song, Vincent Gao, Christos Faloutsos
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases. CoRR (2022)
Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
CGC: Contrastive Graph Clustering forCommunity Detection and Tracking. WWW (2022)
Pedro Fidalgo, Rui J. Lopes, Christos Faloutsos
Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks. Big Data (2022)
Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
CGC: Contrastive Graph Clustering for Community Detection and Tracking. CoRR (2022)
Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos
Autonomous graph mining algorithm search with best performance trade-off. Knowl. Inf. Syst. 64 (6) (2022)
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. WSDM (2022)
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. CoRR (2022)
Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley
Coarse-to-Fine Sparse Sequential Recommendation. SIGIR (2022)
Ilias Dimitriadis, Marinos Poiitis, Christos Faloutsos, Athena Vakali
TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs. World Wide Web 25 (6) (2022)
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. WWW (2022)
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. CoRR (2022)
Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning. LoG (2022)
Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. BHI (2022)
Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
AutoGML: Fast Automatic Model Selection for Graph Machine Learning. CoRR (2022)
Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. L4DC (2021)
Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams. ACM Trans. Knowl. Discov. Data 15 (3) (2021)
Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series. CoRR (2021)
Varun Embar, Andrey Kan, Bunyamin Sisman, Christos Faloutsos, Lise Getoor
DiffXtract: Joint Discriminative Product Attribute-Value Extraction. ICBK (2021)
Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng
EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection. Future Gener. Comput. Syst. 115 (2021)
Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang
EX3: Explainable Attribute-aware Item-set Recommendations. RecSys (2021)
Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis
Out: Detecting and Ranking Generalized Anomalies. IEEE BigData (2021)
Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. ICDE (2021)
Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis
gen2Out: Detecting and Ranking Generalized Anomalies. CoRR (2021)
Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. CoRR (2020)
Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
Midas: Microcluster-Based Detector of Anomalies in Edge Streams. AAAI (2020)
Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, Christos Faloutsos
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams. ACM Trans. Knowl. Discov. Data 14 (2) (2020)
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. KDD (2020)
Ilias Dimitriadis, Marinos Poiitis, Christos Faloutsos, Athena Vakali
TRIAGE: Temporal Twitter attribute graph patterns. WIMS (2020)
Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi
Provably Robust Node Classification via Low-Pass Message Passing. ICDM (2020)
Shimiao Li, Amritanshu Pandey, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi
Dynamic Graph-Based Anomaly Detection in the Electrical Grid. CoRR (2020)
Qi Zhu, Hao Wei, Bunyamin Sisman, Da Zheng, Christos Faloutsos, Xin Luna Dong, Jiawei Han
Collective Multi-type Entity Alignment Between Knowledge Graphs. WWW (2020)
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. KDD (2020)
Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 29 (5) (2020)
Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang
Forecasting Big Time Series: Theory and Practice. WWW (Companion Volume) (2020)
Panos Parchas, Yonatan Naamad, Peter Van Bouwel, Christos Faloutsos, Michalis Petropoulos
Fast and Effective Distribution-Key Recommendation for Amazon Redshift. Proc. VLDB Endow. 13 (11) (2020)
Dongjin Lee, Kijung Shin, Christos Faloutsos
Temporal locality-aware sampling for accurate triangle counting in real graph streams. VLDB J. 29 (6) (2020)
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
J-Recs: Principled and Scalable Recommendation Justification. CoRR (2020)
Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page
AutoBlock: A Hands-off Blocking Framework for Entity Matching. WSDM (2020)
Varun Embar, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Christos Faloutsos, Lise Getoor
Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage. AKBC (2020)
Dhivya Eswaran, Srijan Kumar, Christos Faloutsos
Higher-Order Label Homogeneity and Spreading in Graphs. CoRR (2020)
Dhivya Eswaran, Srijan Kumar, Christos Faloutsos
Higher-Order Label Homogeneity and Spreading in Graphs. WWW (2020)
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. CoRR (2020)
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. KDD (2020)
Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. CoRR (2020)
Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
Real-Time Streaming Anomaly Detection in Dynamic Graphs. CoRR (2020)
Junheng Hao, Tong Zhao, Jin Li, Xin Luna Dong, Christos Faloutsos, Yizhou Sun, Wei Wang
P-Companion: A Principled Framework for Diversified Complementary Product Recommendation. CIKM (2020)
Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos
Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. CoRR (2020)
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
AutoAudit: Mining Accounting and Time-Evolving Graphs. CoRR (2020)
Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu
Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. 62 (7) (2020)
Bryan Hooi, Kijung Shin, Hemank Lamba, Christos Faloutsos
TellTail: Fast Scoring and Detection of Dense Subgraphs. AAAI (2020)
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. CoRR (2020)
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. CoRR (2020)
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
AutoAudit: Mining Accounting and Time-Evolving Graphs. IEEE BigData (2020)
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
J-Recs: Principled and Scalable Recommendation Justification. ICDM (2020)
Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. ICDM (2020)
Christos Faloutsos, Jan Gasthaus, Tim Januschowski, Yuyang Wang
Classical and Contemporary Approaches to Big Time Series Forecasting. SIGMOD Conference (2019)
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. CoRR (2019)
Dhivya Eswaran, Christos Faloutsos, Nina Mishra, Yonatan Naamad
Intervention-Aware Early Warning. ICDM (2019)
Shenghua Liu, Bryan Hooi, Christos Faloutsos
A Contrast Metric for Fraud Detection in Rich Graphs. IEEE Trans. Knowl. Data Eng. 31 (12) (2019)
Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng
Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection. PAKDD (1) (2019)
Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos
Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. KDD (2019)
Bryan Hooi, Christos Faloutsos
Branch and Border: Partition-Based Change Detection in Multivariate Time Series. SDM (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christos Faloutsos