Christos Faloutsos
1979–2026 年に発表
- 758
- 論文数
- 77,872
- 被引用数
- 131
- h 指数
- 506
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science63.9%
- Physics and Astronomy20%
- Mathematics3.7%
- Engineering3.6%
- Social Sciences2.5%
- Biochemistry, Genetics and Molecular Biology1.8%
- その他4.5%
トピック
- Complex Network Analysis Techniques9%
- Data Management and Algorithms5.8%
- Advanced Graph Neural Networks3.9%
- Opinion Dynamics and Social Influence3.5%
- Advanced Image and Video Retrieval Techniques3%
- Image Retrieval and Classification Techniques2.6%
- その他72.2%
共著者
- Bryan Hooi45
- Hanghang Tong41
- Agma J. M. Traina40
- Evangelos E. Papalexakis39
- Leman Akoglu36
- Spiros Papadimitriou34
- Danai Koutra29
- U Kang29
- Lei Li28
- B. Aditya Prakash26
- Duen Horng Chau25
- Jimeng Sun25
- Kijung Shin25
- Tina Eliassi-Rad23
- Alex Beutel21
- Jia-Yu Pan21
- Jure Leskovec21
- Nicholas D. Sidiropoulos21
- Yasushi Sakurai20
- Caetano Traina Jr.19
- Hyun Ah Song19
- Deepayan Chakrabarti17
- George Karypis17
- Meng-Chieh Lee17
全論文
- Tensor Decomposition for Signal Processing and Machine Learning
著者: Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2017 被引用: 1,601
- Graph evolution: Densification and shrinking diameters
著者: Jure Leskovec, Jon Kleinberg, Christos Faloutsos - ACM Transactions on Knowledge Discovery from Data, ACM Trans. Knowl. Discov. Data 2007 被引用: 2,460
- Cost-effective outbreak detection in networks
著者: Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance - SIGKDD international conference on Knowledge discovery and data mining 2007 被引用: 2,512
- Graphs over time: densification laws, shrinking diameters and possible explanations
著者: Jure Leskovec, Jon Kleinberg, Christos Faloutsos - eleventh ACM SIGKDD international conference on Knowledge discovery in data mining 2005 被引用: 2,296
- Edge Weight Prediction in Weighted Signed Networks
著者: Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian, Christos Faloutsos - IEEE 16th International Conference on Data Mining (ICDM) 2016 被引用: 500
- Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey
著者: Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan H. Sengamedu, Christos Faloutsos - arXiv (Cornell University), CoRR 2024 被引用: 118
- Fast Random Walk with Restart and Its Applications
著者: Hanghang Tong, Christos Faloutsos, Jia-Yu Pan - Proceedings, ICDM 2006 被引用: 1,209
- REV2: Fraudulent User Prediction in Rating Platforms
著者: Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian - Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018 被引用: 367
- R-MAT: A Recursive Model for Graph Mining
著者: Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos - SIAM International Conference on Data Mining, SDM 2004 被引用: 1,267
- Sampling from large graphs
著者: Jure Leskovec, Christos Faloutsos - SIGKDD international conference on Knowledge discovery and data mining 2006 被引用: 1,192
- Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
著者: Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis - ICLR 2024 被引用: 268
- SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA
著者: Alex Delis, Christos Faloutsos, Shahram Ghandeharizadeh - ACM SIGMOD International Conference on Management of Data 1999 被引用: 370
- FRAUDAR: Bounding Graph Fraud in the Face of Camouflage
著者: Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos - SIGKDD International Conference on Knowledge Discovery and Data Mining 2016 被引用: 297
- EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
著者: Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong - Fifteenth ACM International Conference on Web Search and Data Mining, WSDM 2022 被引用: 90
- Anomaly detection in dynamic networks: a survey
著者: Stephen Ranshous, Shitian Shen, Danai Koutra, Steve Harenberg, Christos Faloutsos, Nagiza F. Samatova - Wiley Interdisciplinary Reviews Computational Statistics 2015 被引用: 376
- CopyCatch: stopping group attacks by spotting lockstep behavior in social networks
著者: Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, Christos Faloutsos - conference on World Wide Web, Proceedings of the 22nd international conference on World Wide Web 2013 被引用: 341
- Analysis of the Clustering Properties of the Hilbert Space-Filling Curve
著者: Bongki Moon, H. V. Jagadish, Christos Faloutsos, Joel H. Saltz - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2001 被引用: 728
- EX3: Explainable Attribute-aware Item-set Recommendations
著者: Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang - Fifteenth ACM Conference on Recommender Systems, RecSys 2021 被引用: 60
- Efficient Similarity Search In Sequence Databases
著者: Rakesh Agrawal, Christos Faloutsos, Arun N. Swami - Lecture notes in computer science, FODO 1993 被引用: 1,980
- Efficient Retrieval of Similar Time Sequences Under Time Warping
著者: Byoung-Kee Yi, H. V. Jagadish, Christos Faloutsos - Proceedings 14th International Conference on Data Engineering, ICDE 1998 被引用: 716
- LOCI: Fast Outlier Detection Using the Local Correlation Integral
著者: Spiros Papadimitriou, Hiroyuki Kitagawa, Phillip B. Gibbons, Christos Faloutsos - Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405), ICDE 2003 被引用: 851
- Epidemic thresholds in real networks
著者: Deepayan Chakrabarti, Yang Wang, Chenxi Wang, Jure Leskovec, Christos Faloutsos - ACM Transactions on Information and System Security, ACM Trans. Inf. Syst. Secur. 2008 被引用: 807
- Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms
著者: Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos - ACM Transactions on Intelligent Systems and Technology, ACM Trans. Intell. Syst. Technol. 2016 被引用: 359
- Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection
著者: Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis - arXiv (Cornell University), CoRR 2023 被引用: 33
