Christos Faloutsos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
403
Venues
43
Active years
2006–2026
Best venue rank
A*
Where they publish
- A*KDD64 papers
- A*ICDM35 papers
- ASDM33 papers
- A*WWW31 papers
- BPAKDD29 papers
- ACIKM18 papers
- A*ICDE14 papers
- AWSDM9 papers
- A*SIGMOD8 papers
- A*ICLR5 papers
- A*AAAI5 papers
- A*ACL4 papers
- A*SIGIR4 papers
- AICWSM4 papers
- A*ICML3 papers
- A*EMNLP3 papers
- MulticonferenceICASSP3 papers
- BNetworking2 papers
- A*CHI2 papers
- ANAACL1 paper
- BTrustCom1 paper
- A*VLDB1 paper
- BCBMS1 paper
- ARecSys1 paper
- A*IJCAI1 paper
- BDSAA1 paper
- CICMLA1 paper
- A*CCS1 paper
- BEDM1 paper
- CIC3K1 paper
- BSCA1 paper
- BCPM1 paper
- A*CVPR1 paper
- AFAST1 paper
- BIJCNN1 paper
- AIMC1 paper
- AISMB1 paper
- BICONIP1 paper
- A*INFOCOM1 paper
- A*SIGGRAPH1 paper
- BSSDBM1 paper
- CISM1 paper
- A*PERCOM1 paper
Papers
Showing the 300 most recent indexed papers.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | PAKDD | EBVC: Electronic Bee Veterinarian - Beyond Monitoring and Onto Control. | Shamima Hossain, Meng-Chieh Lee, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras |
| 2025 | ACL | HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases. | Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos |
| 2025 | ICDE | Featpilot: Automatic Feature Augmentation on Tabular Data. | Jiaming Liang, Chuan Lei, Xiao Qin, Jiani Zhang, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala |
| 2025 | ICLR | Spectro-Riemannian Graph Neural Networks. | Karish Grover, Haiyang Yu, Xiang Song, Qi Zhu, Han Xie, Vassilis N. Ioannidis, Christos Faloutsos |
| 2025 | ICML | CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection. | Karish Grover, Geoffrey J. Gordon, Christos Faloutsos |
| 2025 | ICML | Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization. | Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Bernie Wang |
| 2025 | NAACL | PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes. | Xuming Hu, Chuan Lei, Xiao Qin, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala |
| 2025 | WWW | Kronecker Generative Models for Power-Law Patterns in Real-World Hypergraphs. | Minyoung Choe, Jihoon Ko, Taehyung Kwon, Kijung Shin, Christos Faloutsos |
| 2025 | TrustCom | Prototype-Integrated Representation Learning for Novelty Detection. | Saranya Vijayakumar, Christos Faloutsos, Matt Fredrikson |
| 2024 | AAAI | T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. | Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany |
| 2024 | CIKM | Revisit Orthogonality in Graph-Regularized MLPs. | Hengrui Zhang, Shen Wang, Vassilis N. Ioannidis, Soji Adeshina, Jiani Zhang, Xiao Qin, Christos Faloutsos, Da Zheng, George Karypis, Philip S. Yu |
| 2024 | EMNLP | CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage. | Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis |
| 2024 | EMNLP | SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. | Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon |
| 2024 | ICDE | DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository? | Yuze Lou, Chuan Lei, Xiao Qin, Zichen Wang, Christos Faloutsos, Rishita Anubhai, Huzefa Rangwala |
| 2024 | ICDE | Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. | Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos |
| 2024 | ICLR | OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. | Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis |
| 2024 | ICLR | NetInfoF Framework: Measuring and Exploiting Network Usable Information. | Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos |
| 2024 | ICLR | Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. | Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis |
| 2024 | KDD | Graph Machine Learning Meets Multi-Table Relational Data. | Quan Gan, Minjie Wang, David Wipf, Christos Faloutsos |
| 2024 | KDD | GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications. | Da Zheng, Xiang Song, Qi Zhu, Jian Zhang, Theodore Vasiloudis, Runjie Ma, Houyu Zhang, Zichen Wang, Soji Adeshina, Israt Nisa, Alejandro Mottini, Qingjun Cui, Huzefa Rangwala, Belinda Zeng, Christos Faloutsos, George Karypis |
| 2024 | PAKDD | NETEFFECT: Discovery and Exploitation of Generalized Network Effects. | Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos |
| 2024 | PAKDD | DiffFind: Discovering Differential Equations from Time Series. | Lalithsai Posam, Shubhranshu Shekhar, Meng-Chieh Lee, Christos Faloutsos |
| 2024 | WWW | NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features. | Kentaro Miyake, Hiroyoshi Ito, Christos Faloutsos, Hirotomo Matsumoto, Atsuyuki Morishima |
| 2024 | SIGIR | TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. | Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos |
| 2024 | VLDB | 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. | Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang |
| 2024 | SDM | EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. | Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras |
| 2023 | AAAI | TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. | 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 |
| 2023 | ACL | Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. | Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang |
| 2023 | ACL | Automatic Table Union Search with Tabular Representation Learning. | Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu |
| 2023 | CBMS | Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. | Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina |
| 2023 | CIKM | CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. | Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos |
| 2023 | ICLR | MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning. | Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos |
| 2023 | KDD | Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining. | Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos |
| 2023 | WWW | PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. | Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun |
| 2022 | KDD | Nimble GNN Embedding with Tensor-Train Decomposition. | Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc |
| 2022 | WWW | VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. | Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany |
| 2022 | WWW | CGC: Contrastive Graph Clustering forCommunity Detection and Tracking. | Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos |
| 2022 | WWW | OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. | Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han |
| 2022 | SIGIR | Coarse-to-Fine Sparse Sequential Recommendation. | Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley |
| 2022 | WSDM | EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. | Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong |
| 2022 | SDM | DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks. | Hiroyoshi Ito, Christos Faloutsos |
| 2021 | ICDE | INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. | Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos |
| 2021 | RecSys | EX3: Explainable Attribute-aware Item-set Recommendations. | Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang |
| 2020 | AAAI | Midas: Microcluster-Based Detector of Anomalies in Edge Streams. | Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos |
| 2020 | AAAI | TellTail: Fast Scoring and Detection of Dense Subgraphs. | Bryan Hooi, Kijung Shin, Hemank Lamba, Christos Faloutsos |
| 2020 | CIKM | P-Companion: A Principled Framework for Diversified Complementary Product Recommendation. | Junheng Hao, Tong Zhao, Jin Li, Xin Luna Dong, Christos Faloutsos, Yizhou Sun, Wei Wang |
| 2020 | ICDM | J-Recs: Principled and Scalable Recommendation Justification. | Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong |
| 2020 | ICDM | Provably Robust Node Classification via Low-Pass Message Passing. | Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi |
| 2020 | ICDM | Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. | Minji Yoon, Thophile Gervet, Bryan Hooi, Christos Faloutsos |
| 2020 | KDD | AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. | 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 |
| 2020 | KDD | Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. | Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han |
| 2020 | KDD | MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. | Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos |
| 2020 | WWW | Higher-Order Label Homogeneity and Spreading in Graphs. | Dhivya Eswaran, Srijan Kumar, Christos Faloutsos |
| 2020 | WWW | Forecasting Big Time Series: Theory and Practice. | Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang |
| 2020 | WWW | Collective Multi-type Entity Alignment Between Knowledge Graphs. | Qi Zhu, Hao Wei, Bunyamin Sisman, Da Zheng, Christos Faloutsos, Xin Luna Dong, Jiawei Han |
| 2020 | WSDM | AutoBlock: A Hands-off Blocking Framework for Entity Matching. | Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page |
| 2019 | ICDM | Intervention-Aware Early Warning. | Dhivya Eswaran, Christos Faloutsos, Nina Mishra, Yonatan Naamad |
| 2019 | KDD | Forecasting Big Time Series: Theory and Practice. | Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang |
| 2019 | KDD | Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. | Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos |
| 2019 | KDD | Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. | Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos |
| 2019 | PAKDD | Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection. | Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng |
| 2019 | SIGMOD | Classical and Contemporary Approaches to Big Time Series Forecasting. | Christos Faloutsos, Jan Gasthaus, Tim Januschowski, Yuyang Wang |
| 2019 | SDM | Branch and Border: Partition-Based Change Detection in Multivariate Time Series. | Bryan Hooi, Christos Faloutsos |
| 2019 | SDM | SMF: Drift-Aware Matrix Factorization with Seasonal Patterns. | Bryan Hooi, Kijung Shin, Shenghua Liu, Christos Faloutsos |
| 2018 | ACL | LinkNBed: Multi-Graph Representation Learning with Entity Linkage. | Rakshit S. Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma, Hongyuan Zha |
| 2018 | CIKM | ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph. | Bryan Hooi, Leman Akoglu, Dhivya Eswaran, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos |
| 2018 | CIKM | Disk-based Matrix Completion for Memory Limited Devices. | Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu |
| 2018 | ICDE | Ares: Automatic Disaggregation of Historical Data. | Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos |
| 2018 | ICDM | SedanSpot: Detecting Anomalies in Edge Streams. | Dhivya Eswaran, Christos Faloutsos |
| 2018 | IJCAI | TensorCast: Forecasting Time-Evolving Networks with Contextual Information. | Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos |
| 2018 | KDD | SpotLight: Detecting Anomalies in Streaming Graphs. | Dhivya Eswaran, Christos Faloutsos, Sudipto Guha, Nina Mishra |
| 2018 | KDD | SDREGION: Fast Spotting of Changing Communities in Biological Networks. | Serene W. H. Wong, Chiara Pastrello, Max Kotlyar, Christos Faloutsos, Igor Jurisica |
| 2018 | PAKDD | Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams. | Kijung Shin, Mohammad Hammoud, Euiwoong Lee, Jinoh Oh, Christos Faloutsos |
| 2018 | SIGIR | Did We Get It Right? Predicting Query Performance in e-Commerce Search. | Rohan Kumar, Mohit Kumar, Neil Shah, Christos Faloutsos |
| 2018 | WSDM | REV2: Fraudulent User Prediction in Rating Platforms. | Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian |
| 2018 | SDM | StreamCast: Fast and Online Mining of Power Grid Time Sequences. | Bryan Hooi, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos |
| 2017 | CIKM | HoloScope: Topology-and-Spike Aware Fraud Detection. | Shenghua Liu, Bryan Hooi, Christos Faloutsos |
| 2017 | DSAA | M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. | Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos |
| 2017 | ICDE | Skew-Resistant Graph Partitioning. | Angen Zheng, Alexandros Labrinidis, Christos Faloutsos |
| 2017 | ICDM | TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award). | Miguel Ramos de Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos |
| 2017 | ICDM | Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs. | Sebastian Goebl, Srijan Kumar, Christos Faloutsos |
| 2017 | ICDM | The Many Faces of Link Fraud. | Neil Shah, Hemank Lamba, Alex Beutel, Christos Faloutsos |
| 2017 | ICDM | GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series. | Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny |
| 2017 | ICMLA | EyeQual: Accurate, Explainable, Retinal Image Quality Assessment. | Pedro Costa, Aurlio J. C. Campilho, Bryan Hooi, Asim Smailagic, Kris Kitani, Shenghua Liu, Christos Faloutsos, Adrian Galdran |
| 2017 | KDD | PNP: Fast Path Ensemble Method for Movie Design. | Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Christos Faloutsos, Jean Bolot |
| 2017 | KDD | DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams. | Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos |
| 2017 | KDD | Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity. | Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu |
| 2017 | PAKDD | Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe). | Reihaneh Rabbany, Dhivya Eswaran, Artur W. Dubrawski, Christos Faloutsos |
| 2017 | WWW | On Detecting Frauds in Comparison-Shopping Services. | Sang-Chul Lee, Christos Faloutsos, Dong-Kyu Chae, Sang-Wook Kim |
| 2017 | WWW | AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization. | Tsubasa Takahashi, Bryan Hooi, Christos Faloutsos |
| 2017 | WWW | Quantifying Structural Patterns of Information Cascades. | Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu |
| 2017 | WSDM | S-HOT: Scalable High-Order Tucker Decomposition. | Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu |
| 2017 | WSDM | D-Cube: Dense-Block Detection in Terabyte-Scale Tensors. | Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos |
| 2017 | SDM | VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume. | Daniel Y. T. Chino, Alceu Ferraz Costa, Agma J. M. Traina, Christos Faloutsos |
| 2017 | SDM | The Power of Certainty: A Dirichlet-Multinomial Model for Belief Propagation. | Dhivya Eswaran, Stephan Gnnemann, Christos Faloutsos |
| 2017 | SDM | BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. | Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabs Pczos |
| 2017 | SDM | H-Fuse: Efficient Fusion of Aggregated Historical Data. | Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos |
| 2016 | CIKM | PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information. | Min-Hee Jang, Christos Faloutsos, Sang-Wook Kim, U Kang, Jiwoon Ha |
| 2016 | ICDM | Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites. | Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos |
| 2016 | ICDM | Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. | Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell |
| 2016 | ICDM | Edge Weight Prediction in Weighted Signed Networks. | Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian, Christos Faloutsos |
| 2016 | ICDM | EdgeCentric: Anomaly Detection in Edge-Attributed Networks. | Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Gnnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos |
| 2016 | ICDM | CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms. | Kijung Shin, Tina Eliassi-Rad, Christos Faloutsos |
| 2016 | KDD | FRAUDAR: Bounding Graph Fraud in the Face of Camouflage. | Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos |
| 2016 | KDD | CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors. | Meng Jiang, Christos Faloutsos, Jiawei Han |
| 2016 | KDD | Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications. | Chengxi Zang, Peng Cui, Christos Faloutsos |
| 2016 | KDD | Come-and-Go Patterns of Group Evolution: A Dynamic Model. | Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang |
| 2016 | Networking | "Infect-me-not": A user-centric and site-centric study of web-based malware. | Huy Hang, Adnan Bashir, Michalis Faloutsos, Christos Faloutsos, Tudor Dumitras |
| 2016 | PAKDD | FastStep: Scalable Boolean Matrix Decomposition. | Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos |
| 2016 | PAKDD | Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. | Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos |
| 2016 | WWW | TribeFlow: Mining & Predicting User Trajectories. | Flavio Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Christos Faloutsos |
| 2016 | WWW | Non-Linear Mining of Competing Local Activities. | Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos |
| 2016 | WWW | Mining Big Time-series Data on the Web. | Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos |
| 2016 | SDM | BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. | Bryan Hooi, Neil Shah, Alex Beutel, Stephan Gnnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos |
| 2016 | SDM | On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries. | Venkata Krishna Pillutla, Zhanpeng Fang, Pravallika Devineni, Christos Faloutsos, Danai Koutra, Jie Tang |
| 2016 | SDM | CAMLP: Confidence-Aware Modulated Label Propagation. | Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | AAAI | OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation. | Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | CCS | Fraud Detection through Graph-Based User Behavior Modeling. | Alex Beutel, Leman Akoglu, Christos Faloutsos |
| 2015 | EDM | Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement. | Noboru Matsuda, Tadanobu Furukawa, Norman L. Bier, Christos Faloutsos |
| 2015 | EMNLP | Translation Invariant Word Embeddings. | Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu |
| 2015 | ICASSP | Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors. | Evangelos E. Papalexakis, Christos Faloutsos |
| 2015 | ICDE | HaTen2: Billion-scale tensor decompositions. | Inah Jeon, Evangelos E. Papalexakis, U Kang, Christos Faloutsos |
| 2015 | ICDM | Education, Learning and Information Theory. | Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos |
| 2015 | ICDM | A General Suspiciousness Metric for Dense Blocks in Multimodal Data. | Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos |
| 2015 | ICDM | Automatic Taxonomy Extraction from Bipartite Graphs. | Tobias Ktter, Stephan Gnnemann, Michael R. Berthold, Christos Faloutsos |
| 2015 | ICWSM | Patterns in Interactive Tagging Networks. | Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | KDD | Graph-Based User Behavior Modeling: From Prediction to Fraud Detection. | Alex Beutel, Leman Akoglu, Christos Faloutsos |
| 2015 | KDD | RSC: Mining and Modeling Temporal Activity in Social Media. | Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos |
| 2015 | KDD | TimeCrunch: Interpretable Dynamic Graph Summarization. | Neil Shah, Danai Koutra, Tianmin Zou, Brian Gallagher, Christos Faloutsos |
| 2015 | PAKDD | ND-Sync: Detecting Synchronized Fraud Activities. | Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Alex Beutel, Christos Faloutsos, Athena Vakali |
| 2015 | PAKDD | Retweeting Activity on Twitter: Signs of Deception. | Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Christos Faloutsos, Athena Vakali |
| 2015 | PAKDD | SocNL: Bayesian Label Propagation with Confidence. | Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | WWW | Extracting Taxonomies from Bipartite Graphs. | Tobias Ktter, Stephan Gnnemann, Christos Faloutsos, Michael R. Berthold |
| 2015 | WWW | The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities. | Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos |
| 2015 | WWW | Why Do You Follow Him?: Multilinear Analysis on Twitter. | Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | SIGMOD | Mining and Forecasting of Big Time-series Data. | Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos |
| 2015 | WSDM | Modeling Website Popularity Competition in the Attention-Activity Marketplace. | Bruno Ribeiro, Christos Faloutsos |
| 2015 | SDM | Principled Neuro-Functional Connectivity Discovery. | Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell |
| 2014 | ICASSP | A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). | Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos |
| 2014 | ICDE | VoidWiz: Resolving incompleteness using network effects. | Christina Christodoulakis, Christos Faloutsos, Rene J. Miller |
| 2014 | ICDM | Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. | Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos |
| 2014 | KDD | Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution. | Stephan Gnnemann, Nikou Gnnemann, Christos Faloutsos |
| 2014 | KDD | CatchSync: catching synchronized behavior in large directed graphs. | Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang |
| 2014 | KDD | FUNNEL: automatic mining of spatially coevolving epidemics. | Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos |
| 2014 | KDD | Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. | Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos |
| 2014 | PAKDD | Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. | Miguel Araujo, Spiros Papadimitriou, Stephan Gnnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra |
| 2014 | PAKDD | Inferring Strange Behavior from Connectivity Pattern in Social Networks. | Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang |
| 2014 | PAKDD | Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. | Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos |
| 2014 | PAKDD | Net-Ray: Visualizing and Mining Billion-Scale Graphs. | U Kang, Jay Yoon Lee, Danai Koutra, Christos Faloutsos |
| 2014 | PAKDD | Fault-Tolerant Concept Detection in Information Networks. | Tobias Ktter, Stephan Gnnemann, Michael R. Berthold, Christos Faloutsos |
| 2014 | PAKDD | Influence Propagation: Patterns, Model and a Case Study. | Yibin Lin, Agha Ali Raza, Jay Yoon Lee, Danai Koutra, Roni Rosenfeld, Christos Faloutsos |
| 2014 | PAKDD | MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. | Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao |
| 2014 | WWW | CoBaFi: collaborative bayesian filtering. | Alex Beutel, Kenton Murray, Christos Faloutsos, Alexander J. Smola |
| 2014 | WWW | Large graph mining: patterns, cascades, fraud detection, and algorithms. | Christos Faloutsos |
| 2014 | WWW | Robust multivariate autoregression for anomaly detection in dynamic product ratings. | Nikou Gnnemann, Stephan Gnnemann, Christos Faloutsos |
| 2014 | WWW | Trust prediction using positive, implicit, and negative information. | Min-Hee Jang, Christos Faloutsos, Sang-Wook Kim |
| 2014 | WWW | Detecting suspicious following behavior in multimillion-node social networks. | Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang |
| 2014 | WWW | Spotting misbehaviors in location-based social networks using tensors. | Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos |
| 2014 | SIGMOD | AutoPlait: automatic mining of co-evolving time sequences. | Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos |
| 2014 | SDM | FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. | Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing |
| 2014 | SDM | VOG: Summarizing and Understanding Large Graphs. | Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos |
| 2014 | SDM | Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. | Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy |
| 2013 | ICDM | Mixed Membership Subspace Clustering. | Stephan Gnnemann, Christos Faloutsos |
| 2013 | ICWSM | Opinion Fraud Detection in Online Reviews by Network Effects. | Leman Akoglu, Rishi Chandy, Christos Faloutsos |
| 2013 | KDD | Why people hate your app: making sense of user feedback in a mobile app store. | Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh |
| 2013 | KDD | Detecting insider threats in a real corporate database of computer usage activity. | Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen |
| 2013 | PAKDD | EEG-MINE: Mining and Understanding Epilepsy Data. | Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang |
| 2013 | PAKDD | Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model. | Danai Koutra, Vasileios Koutras, B. Aditya Prakash, Christos Faloutsos |
| 2013 | PAKDD | F-Trail: Finding Patterns in Taxi Trajectories. | Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos |
| 2013 | WWW | CopyCatch: stopping group attacks by spotting lockstep behavior in social networks. | Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, Christos Faloutsos |
| 2013 | WWW | Fast anomaly detection despite the duplicates. | Jay Yoon Lee, U Kang, Danai Koutra, Christos Faloutsos |
| 2013 | WWW | The self-feeding process: a unifying model for communication dynamics in the web. | Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Renato M. Assuno, Antonio Alfredo Ferreira Loureiro |
| 2013 | WSDM | Anomaly, event, and fraud detection in large network datasets. | Leman Akoglu, Christos Faloutsos |
| 2013 | SDM | Fractional Immunization in Networks. | Lada A. Adamic, Christos Faloutsos, Theodore J. Iwashyna, B. Aditya Prakash, Hanghang Tong |
| 2013 | SDM | Mining Connection Pathways for Marked Nodes in Large Graphs. | Leman Akoglu, Duen Horng Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken |
| 2013 | SDM | NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. | Petko Bogdanov, Christos Faloutsos, Misael Mongiov, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh |
| 2013 | SDM | DELTACON: A Principled Massive-Graph Similarity Function. | Christos Faloutsos, Danai Koutra, Joshua T. Vogelstein |
| 2012 | CIKM | Fast and reliable anomaly detection in categorical data. | Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos |
| 2012 | CIKM | Top-N recommendation through belief propagation. | Jiwoon Ha, Soon-Hyoung Kwon, Sang-Wook Kim, Christos Faloutsos, Sunju Park |
| 2012 | CIKM | Gelling, and melting, large graphs by edge manipulation. | Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos |
| 2012 | ICASSP | Pegasus: Mining billion-scale graphs in the cloud. | U Kang, Duen Horng Chau, Christos Faloutsos |
| 2012 | ICDM | EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks. | Koji Maruhashi, Junichi Shigezumi, Nobuhiro Yugami, Christos Faloutsos |
| 2012 | ICDM | Spotting Culprits in Epidemics: How Many and Which Ones? | B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos |
| 2012 | KDD | Interacting viruses in networks: can both survive? | Alex Beutel, B. Aditya Prakash, Roni Rosenfeld, Christos Faloutsos |
| 2012 | KDD | TourViz: interactive visualization of connection pathways in large graphs. | Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos |
| 2012 | KDD | RolX: structural role extraction & mining in large graphs. | Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li |
| 2012 | KDD | GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. | U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos |
| 2012 | KDD | Fast mining and forecasting of complex time-stamped events. | Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa |
| 2012 | KDD | Rise and fall patterns of information diffusion: model and implications. | Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos |
| 2012 | KDD | RainMon: an integrated approach to mining bursty timeseries monitoring data. | Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos |
| 2012 | PAKDD | Quantifying Reciprocity in Large Weighted Communication Networks. | Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos |
| 2012 | WWW | Winner takes all: competing viruses or ideas on fair-play networks. | B. Aditya Prakash, Alex Beutel, Roni Rosenfeld, Christos Faloutsos |
| 2012 | SIGMOD | OPAvion: mining and visualization in large graphs. | Leman Akoglu, Duen Horng Chau, U Kang, Danai Koutra, Christos Faloutsos |
| 2012 | SIGMOD | Managing and mining large graphs: patterns and algorithms. | Christos Faloutsos, U Kang |
| 2012 | SIGMOD | SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). | Misael Mongiov, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos |
| 2012 | SDM | PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. | Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos |
| 2012 | SDM | Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection. | Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos |
| 2011 | CHI | Apolo: making sense of large network data by combining rich user interaction and machine learning. | Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos |
| 2011 | CIKM | Constructing seminal paper genealogy. | Duck-Ho Bae, Se-Mi Hwang, Sang-Wook Kim, Christos Faloutsos |
| 2011 | CIKM | A linear-time approximation of the earth mover's distance. | Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park |
| 2011 | CIKM | Spectral analysis of a blogosphere. | Sang-Wook Kim, Ki-Nam Kim, Christos Faloutsos, Joon Ho Lee |
| 2011 | ICDE | Mining large graphs: Algorithms, inference, and discoveries. | U Kang, Duen Horng Chau, Christos Faloutsos |
| 2011 | ICDM | Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining. | U Kang, Christos Faloutsos |
| 2011 | ICDM | Mobile Phone Graph Evolution: Findings, Model and Interpretation. | Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni |
| 2011 | ICDM | Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks. | B. Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos |
| 2011 | KDD | Apolo: interactive large graph sensemaking by combining machine learning and visualization. | Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos |
| 2011 | KDD | Clustering very large multi-dimensional datasets with MapReduce. | Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio Lpez, U Kang, Christos Faloutsos |
| 2011 | KDD | It's who you know: graph mining using recursive structural features. | Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos |
| 2011 | KDD | GBASE: a scalable and general graph management system. | U Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos |
| 2011 | KDD | ThermoCast: a cyber-physical forecasting model for datacenters. | Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos |
| 2011 | Networking | Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point. | Nicholas Valler, B. Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos |
| 2011 | PAKDD | Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation. | U Kang, Brendan Meeder, Christos Faloutsos |
| 2011 | SIGIR | BlogCast effect on information diffusion in a blogosphere. | Sang-Wook Kim, Christos Faloutsos, Jiwoon Ha |
| 2011 | WSDM | Mining billion-node graphs: patterns, generators and tools. | Christos Faloutsos |
| 2011 | SDM | Large Scale Graph Mining and Inference for Malware Detection. | Duen Horng Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos |
| 2011 | SDM | Human Dynamics in Large Communication Networks. | Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro |
| 2011 | SDM | WindMine: Fast and Effective Mining of Web-click Sequences. | Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos |
| 2010 | IC3K | The Typhoon Track Classification using Tri-plots and Markov Chain. | John Chien-Han Tseng, Hsing-Kuo Kenneth Pao, Christos Faloutsos |
| 2010 | ICDE | Finding Clusters in subspaces of very large, multi-dimensional datasets. | Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr. |
| 2010 | ICDE | Fast algorithms for time series mining. | Lei Li, Christos Faloutsos |
| 2010 | ICDM | ValuePick: Towards a Value-Oriented Dual-Goal Recommender System. | Leman Akoglu, Christos Faloutsos |
| 2010 | ICDM | QMAS: Querying, Mining and Summarization of Multi-modal Databases. | Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos |
| 2010 | ICDM | Mining Billion-node Graphs: Patterns, Generators and Tools. | Christos Faloutsos |
| 2010 | ICDM | Patterns on the Connected Components of Terabyte-Scale Graphs. | U Kang, Mary McGlohon, Leman Akoglu, Christos Faloutsos |
| 2010 | ICDM | EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs. | Koji Maruhashi, Christos Faloutsos |
| 2010 | ICDM | On the Vulnerability of Large Graphs. | Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau |
| 2010 | KDD | Metric forensics: a multi-level approach for mining volatile graphs. | Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong |
| 2010 | PAKDD | oddball: Spotting Anomalies in Weighted Graphs. | Leman Akoglu, Mary McGlohon, Christos Faloutsos |
| 2010 | PAKDD | TWave: High-Order Analysis of Spatiotemporal Data. | Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro |
| 2010 | PAKDD | EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. | B. Aditya Prakash, Ashwin Sridharan, Mukund Seshadri, Sridhar Machiraju, Christos Faloutsos |
| 2010 | PAKDD | BASSET: Scalable Gateway Finder in Large Graphs. | Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad |
| 2010 | SDM | HCDF: A Hybrid Community Discovery Framework. | Keith Henderson, Tina Eliassi-Rad, Spiros Papadimitriou, Christos Faloutsos |
| 2010 | SDM | Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations. | U Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec |
| 2010 | SCA | BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. | Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos |
| 2009 | CHI | SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. | Duen Horng Chau, Aniket Kittur, Christos Faloutsos, Jason I. Hong |
| 2009 | CIKM | iPoG: fast interactive proximity querying on graphs. | Hanghang Tong, Huiming Qu, Hani Jamjoom, Christos Faloutsos |
| 2009 | CPM | Graph Mining: Patterns, Generators and Tools. | Christos Faloutsos |
| 2009 | ICDM | PEGASUS: A Peta-Scale Graph Mining System. | U Kang, Charalampos E. Tsourakakis, Christos Faloutsos |
| 2009 | ICDM | EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. | B. Aditya Prakash, Mukund Seshadri, Ashwin Sridharan, Sridhar Machiraju, Christos Faloutsos |
| 2009 | ICWSM | Modeling Blog Dynamics. | Michaela Goetz, Jure Leskovec, Mary McGlohon, Christos Faloutsos |
| 2009 | KDD | Large human communication networks: patterns and a utility-driven generator. | Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu |
| 2009 | KDD | DynaMMo: mining and summarization of coevolving sequences with missing values. | Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos |
| 2009 | KDD | BBM: bayesian browsing model from petabyte-scale data. | Chao Liu, Fan Guo, Christos Faloutsos |
| 2009 | KDD | SNARE: a link analytic system for graph labeling and risk detection. | Mary McGlohon, Stephen Bay, Markus G. Anderle, David M. Steier, Christos Faloutsos |
| 2009 | KDD | TANGENT: a novel, 'Surprise me', recommendation algorithm. | Kensuke Onuma, Hanghang Tong, Christos Faloutsos |
| 2009 | KDD | BGP-lens: patterns and anomalies in internet routing updates. | B. Aditya Prakash, Nicholas Valler, David G. Andersen, Michalis Faloutsos, Christos Faloutsos |
| 2009 | KDD | DOULION: counting triangles in massive graphs with a coin. | Charalampos E. Tsourakakis, U Kang, Gary L. Miller, Christos Faloutsos |
| 2009 | WWW | Click chain model in web search. | Fan Guo, Chao Liu, Anitha Kannan, Tom Minka, Michael J. Taylor, Yi Min Wang, Christos Faloutsos |
| 2009 | WSDM | Tailoring click models to user goals. | Fan Guo, Lei Li, Christos Faloutsos |
| 2009 | SDM | ShatterPlots: Fast Tools for Mining Large Graphs. | Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins |
| 2008 | CIKM | Graph mining and influence propagation. | Christos Faloutsos |
| 2008 | CIKM | A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. | Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr. |
| 2008 | CIKM | Fast mining of complex time-stamped events. | Hanghang Tong, Yasushi Sakurai, Tina Eliassi-Rad, Christos Faloutsos |
| 2008 | CVPR | Unsupervised modeling of object categories using link analysis techniques. | Gunhee Kim, Christos Faloutsos, Martial Hebert |
| 2008 | FAST | Using Utility to Provision Storage Systems. | John D. Strunk, Eno Thereska, Christos Faloutsos, Gregory R. Ganger |
| 2008 | ICDE | Compact Similarity Joins. | Brent Bryan, Frederick Eberhardt, Christos Faloutsos |
| 2008 | ICDE | Monitoring Network Evolution using MDL. | Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik |
| 2008 | ICDM | RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs. | Leman Akoglu, Mary McGlohon, Christos Faloutsos |
| 2008 | ICDM | GRAPHITE: A Visual Query System for Large Graphs. | Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad |
| 2008 | IJCNN | Bayesian tensor analysis. | Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos |
| 2008 | IMC | Graph mining: laws, generators and tools. | Christos Faloutsos |
| 2008 | ISMB | Protein complex identification by supervised graph local clustering. | Yanjun Qi, Fernanda Balem, Christos Faloutsos, Judith Klein-Seetharaman, Ziv Bar-Joseph |
| 2008 | KDD | Using ghost edges for classification in sparsely labeled networks. | Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos |
| 2008 | KDD | Social networks: looking ahead. | Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David D. Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins |
| 2008 | KDD | Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. | Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos |
| 2008 | KDD | Weighted graphs and disconnected components: patterns and a generator. | Mary McGlohon, Leman Akoglu, Christos Faloutsos |
| 2008 | KDD | Mobile call graphs: beyond power-law and lognormal distributions. | Mukund Seshadri, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos, Jure Leskovec |
| 2008 | KDD | Colibri: fast mining of large static and dynamic graphs. | Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos |
| 2008 | PAKDD | Graph Mining: Laws, Generators and Tools. | Christos Faloutsos |
| 2008 | SIGMOD | Outlier-robust clustering using independent components. | Christian Bhm, Christos Faloutsos, Claudia Plant |
| 2008 | SDM | Semi-Supervised Learning Based on Semiparametric Regularization. | Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos |
| 2008 | SDM | Efficient Distribution Mining and Classification. | Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos |
| 2008 | SDM | Proximity Tracking on Time-Evolving Bipartite Graphs. | Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos |
| 2007 | ICDE | Stream Monitoring under the Time Warping Distance. | Yasushi Sakurai, Christos Faloutsos, Masashi Yamamuro |
| 2007 | ICML | Scalable modeling of real graphs using Kronecker multiplication. | Jure Leskovec, Christos Faloutsos |
| 2007 | ICONIP | Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. | Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos |
| 2007 | INFOCOM | Information Survival Threshold in Sensor and P2P Networks. | Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos |
| 2007 | ICWSM | Finding patterns in blog shapes and blog evolution. | Mary McGlohon, Jure Leskovec, Christos Faloutsos, Matthew Hurst, Natalie S. Glance |
| 2007 | KDD | Enhanced max margin learning on multimodal data mining in a multimedia database. | Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos |
| 2007 | KDD | Cost-effective outbreak detection in networks. | Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance |
| 2007 | KDD | GraphScope: parameter-free mining of large time-evolving graphs. | Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu |
| 2007 | KDD | Fast best-effort pattern matching in large attributed graphs. | Hanghang Tong, Christos Faloutsos, Brian Gallagher, Tina Eliassi-Rad |
| 2007 | KDD | Fast direction-aware proximity for graph mining. | Hanghang Tong, Christos Faloutsos, Yehuda Koren |
| 2007 | SIGGRAPH | Database techniques with motion capture. | Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard |
| 2007 | WWW | Parallel crawling for online social networks. | Duen Horng Chau, Shashank Pandit, Samuel Wang, Christos Faloutsos |
| 2007 | WWW | Netprobe: a fast and scalable system for fraud detection in online auction networks. | Shashank Pandit, Duen Horng Chau, Samuel Wang, Christos Faloutsos |
| 2007 | SIGMOD | Mining large graphs and streams using matrix and tensor tools. | Christos Faloutsos, Tamara G. Kolda, Jimeng Sun |
| 2007 | SDM | Patterns of Cascading Behavior in Large Blog Graphs. | Jure Leskovec, Mary McGlohon, Christos Faloutsos, Natalie S. Glance, Matthew Hurst |
| 2007 | SDM | Less is More: Compact Matrix Decomposition for Large Sparse Graphs. | Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos |
| 2007 | SSDBM | Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. | Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos |
| 2006 | CIKM | Efficient processing of complex similarity queries in RDBMS through query rewriting. | Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos |
| 2006 | ICDM | Fast Random Walk with Restart and Its Applications. | Hanghang Tong, Christos Faloutsos, Jia-Yu Pan |
| 2006 | ISM | SuperGraph Visualization. | Jos Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr. |
| 2006 | KDD | Robust information-theoretic clustering. | Christian Bhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant |
| 2006 | KDD | Sampling from large graphs. | Jure Leskovec, Christos Faloutsos |
| 2006 | KDD | Automatic mining of fruit fly embryo images. | Jia-Yu Pan, Andr G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos |
| 2006 | KDD | Beyond streams and graphs: dynamic tensor analysis. | Jimeng Sun, Dacheng Tao, Christos Faloutsos |
| 2006 | KDD | Center-piece subgraphs: problem definition and fast solutions. | Hanghang Tong, Christos Faloutsos |
| 2006 | PAKDD | Distributed Pattern Discovery in Multiple Streams. | Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos |
| 2006 | PERCOM | An Adaptive Two-Phase Approach to WiFi Location Sensing. | Wenyao Ho, Asim Smailagic, Daniel P. Siewiorek, Christos Faloutsos |