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Ananthram Swami

Active 1983–2026

482
Papers
27,141
Citations
63
h-index
232
i10-index

Citations

Citations per year for Ananthram Swami1986: 2 citations1988: 8 citations1989: 14 citations1990: 38 citations1991: 36 citations1992: 40 citations1993: 38 citations1994: 79 citations1995: 42 citations1996: 53 citations1997: 59 citations1998: 42 citations1999: 65 citations2000: 65 citations2001: 62 citations2002: 74 citations2003: 82 citations2004: 92 citations2005: 87 citations2006: 193 citations2007: 245 citations2008: 353 citations2009: 426 citations2010: 490 citations2011: 521 citations2012: 560 citations2013: 612 citations2014: 586 citations2015: 492 citations2016: 556 citations2017: 657 citations2018: 1,017 citations2019: 1,252 citations2020: 1,544 citations2021: 1,633 citations2022: 1,391 citations2023: 1,355 citations2024: 1,198 citations2025: 866 citations2026: 235 citations2027: 1 citations1987: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 4,925 citing papers, 25.8% of this breakdownUnited States: 4,657 citing papers, 24.3% of this breakdownUnited Kingdom: 869 citing papers, 4.5% of this breakdownCanada: 720 citing papers, 3.8% of this breakdownAustralia: 587 citing papers, 3.1% of this breakdownFrance: 586 citing papers, 3.1% of this breakdownIndia: 577 citing papers, 3% of this breakdownSouth Korea: 506 citing papers, 2.6% of this breakdownHong Kong: 456 citing papers, 2.4% of this breakdownItaly: 440 citing papers, 2.3% of this breakdownGermany: 420 citing papers, 2.2% of this breakdownSingapore: 418 citing papers, 2.2% of this breakdown
0%25.8%Other 20.7%

Institutions

Fields

  • Computer Science74.7%
  • Engineering14.6%
  • Physics and Astronomy3.1%
  • Decision Sciences1.7%
  • Social Sciences1.5%
  • Biochemistry, Genetics and Molecular Biology1.2%
  • Other3.2%

Topics

  • Adversarial Robustness in Machine Learning7.1%
  • Advanced Graph Neural Networks4.5%
  • Cognitive Radio Networks and Spectrum Sensing4.3%
  • Advanced MIMO Systems Optimization4.1%
  • Anomaly Detection Techniques and Applications3.5%
  • Advanced Malware Detection Techniques2.8%
  • Other73.7%

Coauthors

All papers

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  1. The Limitations of Deep Learning in Adversarial Settings

    Authors: Nicolas Papernot, Patrick D. McDaniel, Somesh Jha, Matt Fredrikson, Z. Berkay Celik, Ananthram Swami - IEEE European Symposium on Security and Privacy (EuroS&P), EuroS&P 2016 cited by 3,920

  2. Heterogeneous Graph Neural Network

    Authors: Chuxu Zhang, Dongjin Song, Chao Huang, Ananthram Swami, Nitesh V. Chawla - SIGKDD International Conference on Knowledge Discovery & Data Mining 2019 cited by 1,485

  3. metapath2vec: Scalable Representation Learning for Heterogeneous Networks

    Authors: Yuxiao Dong, Nitesh V. Chawla, Ananthram Swami - SIGKDD International Conference on Knowledge Discovery and Data Mining 2017 cited by 2,248

  4. Towards a theory of semantic communication

    Authors: Jie Bao, Prithwish Basu, Mike Dean, Craig Partridge, Ananthram Swami, Will Leland, James Hendler - IEEE Network Science Workshop 2011 cited by 282

  5. Hierarchical digital modulation classification using cumulants

    Authors: Ananthram Swami, Brian M. Sadler - IEEE Transactions on Communications, IEEE Trans. Commun. 2000 cited by 1,079

  6. Practical Black-Box Attacks against Deep Learning Systems using Adversarial Examples

    Authors: Nicolas Papernot, Patrick D. McDaniel, Ian J. Goodfellow, Somesh Jha, Z. Berkay Celik, Ananthram Swami - on Asia Conference on Computer and Communications Security, AsiaCCS 2017 cited by 3,484

  7. Fast Unit-Modulus Least Squares With Applications in Beamforming

    Authors: John Tranter, Nicholas D. Sidiropoulos, Xiao Fu, Ananthram Swami - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2017 cited by 125

  8. A Survey on Modeling and Optimizing Multi-Objective Systems

    Authors: Jin-Hee Cho, Yating Wang, Ing-Ray Chen, Kevin S. Chan, Ananthram Swami - IEEE Communications Surveys & Tutorials, IEEE Commun. Surv. Tutorials 2017 cited by 198

  9. Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks

    Authors: Nicolas Papernot, Patrick D. McDaniel, Xi Wu, Somesh Jha, Ananthram Swami - IEEE Symposium on Security and Privacy (SP) 2016 cited by 304

  10. A Survey on Trust Management for Mobile Ad Hoc Networks

    Authors: Jin-Hee Cho, Ananthram Swami, Ing-Ray Chen - IEEE Communications Surveys & Tutorials, IEEE Commun. Surv. Tutorials 2010 cited by 655

  11. Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition

    Authors: Kejun Huang, Nicholas D. Sidiropoulos, Ananthram Swami - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2013 cited by 269

  12. Negative sampling strategies for contrastive self-supervised learning of graph representations

    Authors: Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami - Signal Processing, Signal Process. 2021 cited by 47

  13. Stealthy Adversarial Perturbations Against Real-Time Video Classification Systems

    Authors: Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy Chowdhury, Ananthram Swami - Proceedings 2019 Network and Distributed System Security Symposium 2019 cited by 73

  14. Consensus, Polarization and Clustering of Opinions in Social Networks

    Authors: Lin Li, Anna Scaglione, Ananthram Swami, Qing Zhao - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2013 cited by 139

  15. Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret

    Authors: Animashree Anandkumar, Nithin Michael, Ao Kevin Tang, Ananthram Swami - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2010 cited by 236

  16. SHNE: Representation Learning for Semantic-Associated Heterogeneous Networks

    Authors: Chuxu Zhang, Ananthram Swami, Nitesh V. Chawla - Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019 cited by 92

  17. Machine learning raw network traffic detection

    Authors: Michael De Lucia, Paul Maxwell, Nathaniel D. Bastian, Ananthram Swami, Brian Jalaian, Nandi Leslie - Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III 2021 cited by 32

  18. Network Tomography

    Authors: Ting He, Liang Ma, Ananthram Swami, Don Towsley - Cambridge University Press eBooks 2021 cited by 30

  19. Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning

    Authors: Cho-Chun Chiu, Xusheng Zhang, Ting He, Shiqiang Wang, Ananthram Swami - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2023 cited by 13

  20. PHY Layer Security Based on Protected Zone and Artificial Noise

    Authors: Nabil Romero-Zurita, Desmond C. McLernon, Mounir Ghogho, Ananthram Swami - IEEE Signal Processing Letters, IEEE Signal Process. Lett. 2013 cited by 71

  21. Toward an Internet of Battlefield Things: A Resilience Perspective

    Authors: Tarek F. Abdelzaher, Nora Ayanian, Tamer Basar, Suhas N. Diggavi, Jana Diesner, Deepak Ganesan, Ramesh Govindan, Susmit Jha, Tancrède Lepoint, Benjamin M. Marlin, Klara Nahrstedt, David M. Nicol, Raj Rajkumar, Stephen Russell, Sanjit A. Seshia, Fei Sha, Prashant J. Shenoy, Mani B. Srivastava, Gaurav S. Sukhatme, Ananthram Swami, Paulo Tabuada, Don Towsley, Nitin H. Vaidya, Venugopal V. Veeravalli - Computer 2018 cited by 48

  22. Delay-Oriented Distributed Scheduling Using Graph Neural Networks

    Authors: Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra - ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 cited by 16

  23. GraphCL: Contrastive Self-Supervised Learning of Graph Representations

    Authors: Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami - arXiv (Cornell University), CoRR 2020 cited by 31

  24. Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework

    Authors: Qing Zhao, Lang Tong, Ananthram Swami, Yunxia Chen - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2007 cited by 1,619