Ananthram Swami
1983–2026 年に発表
- 482
- 論文数
- 27,141
- 被引用数
- 63
- h 指数
- 232
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science74.7%
- Engineering14.6%
- Physics and Astronomy3.1%
- Decision Sciences1.7%
- Social Sciences1.5%
- Biochemistry, Genetics and Molecular Biology1.2%
- その他3.2%
トピック
- 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%
- その他73.7%
共著者
- Don Towsley46
- Mounir Ghogho45
- Kin K. Leung39
- Qing Zhao38
- Lang Tong33
- Santiago Segarra33
- Prithwish Basu31
- Ting He28
- Kevin S. Chan26
- Gunjan Verma22
- Liang Ma22
- Srikanth V. Krishnamurthy22
- Georgios B. Giannakis20
- Zhongyuan Zhao19
- Jin-Hee Cho16
- Nicholas D. Sidiropoulos16
- Brian M. Sadler14
- Patrick D. McDaniel13
- Amit K. Roy-Chowdhury12
- Basak Guler12
- Jerry M. Mendel12
- Animashree Anandkumar10
- Desmond C. McLernon10
- Siddharth Pal10
全論文
- The Limitations of Deep Learning in Adversarial Settings
著者: 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 被引用: 3,920
- Heterogeneous Graph Neural Network
著者: Chuxu Zhang, Dongjin Song, Chao Huang, Ananthram Swami, Nitesh V. Chawla - SIGKDD International Conference on Knowledge Discovery & Data Mining 2019 被引用: 1,485
- metapath2vec: Scalable Representation Learning for Heterogeneous Networks
著者: Yuxiao Dong, Nitesh V. Chawla, Ananthram Swami - SIGKDD International Conference on Knowledge Discovery and Data Mining 2017 被引用: 2,248
- Towards a theory of semantic communication
著者: Jie Bao, Prithwish Basu, Mike Dean, Craig Partridge, Ananthram Swami, Will Leland, James Hendler - IEEE Network Science Workshop 2011 被引用: 282
- Hierarchical digital modulation classification using cumulants
著者: Ananthram Swami, Brian M. Sadler - IEEE Transactions on Communications, IEEE Trans. Commun. 2000 被引用: 1,079
- Practical Black-Box Attacks against Deep Learning Systems using Adversarial Examples
著者: 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 被引用: 3,484
- Fast Unit-Modulus Least Squares With Applications in Beamforming
著者: John Tranter, Nicholas D. Sidiropoulos, Xiao Fu, Ananthram Swami - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2017 被引用: 125
- A Survey on Modeling and Optimizing Multi-Objective Systems
著者: Jin-Hee Cho, Yating Wang, Ing-Ray Chen, Kevin S. Chan, Ananthram Swami - IEEE Communications Surveys & Tutorials, IEEE Commun. Surv. Tutorials 2017 被引用: 198
- Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks
著者: Nicolas Papernot, Patrick D. McDaniel, Xi Wu, Somesh Jha, Ananthram Swami - IEEE Symposium on Security and Privacy (SP) 2016 被引用: 304
- A Survey on Trust Management for Mobile Ad Hoc Networks
著者: Jin-Hee Cho, Ananthram Swami, Ing-Ray Chen - IEEE Communications Surveys & Tutorials, IEEE Commun. Surv. Tutorials 2010 被引用: 655
- Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition
著者: Kejun Huang, Nicholas D. Sidiropoulos, Ananthram Swami - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2013 被引用: 269
- Negative sampling strategies for contrastive self-supervised learning of graph representations
著者: Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami - Signal Processing, Signal Process. 2021 被引用: 47
- Stealthy Adversarial Perturbations Against Real-Time Video Classification Systems
著者: 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 被引用: 73
- Consensus, Polarization and Clustering of Opinions in Social Networks
著者: Lin Li, Anna Scaglione, Ananthram Swami, Qing Zhao - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2013 被引用: 139
- Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret
著者: Animashree Anandkumar, Nithin Michael, Ao Kevin Tang, Ananthram Swami - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2010 被引用: 236
- SHNE: Representation Learning for Semantic-Associated Heterogeneous Networks
著者: Chuxu Zhang, Ananthram Swami, Nitesh V. Chawla - Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019 被引用: 92
- Machine learning raw network traffic detection
著者: 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 被引用: 32
- Network Tomography
著者: Ting He, Liang Ma, Ananthram Swami, Don Towsley - Cambridge University Press eBooks 2021 被引用: 30
- Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning
著者: Cho-Chun Chiu, Xusheng Zhang, Ting He, Shiqiang Wang, Ananthram Swami - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2023 被引用: 13
- PHY Layer Security Based on Protected Zone and Artificial Noise
著者: Nabil Romero-Zurita, Desmond C. McLernon, Mounir Ghogho, Ananthram Swami - IEEE Signal Processing Letters, IEEE Signal Process. Lett. 2013 被引用: 71
- Toward an Internet of Battlefield Things: A Resilience Perspective
著者: 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 被引用: 48
- Delay-Oriented Distributed Scheduling Using Graph Neural Networks
著者: Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra - ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 被引用: 16
- GraphCL: Contrastive Self-Supervised Learning of Graph Representations
著者: Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami - arXiv (Cornell University), CoRR 2020 被引用: 31
- Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework
著者: Qing Zhao, Lang Tong, Ananthram Swami, Yunxia Chen - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2007 被引用: 1,619
