Ananthram Swami

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 200

Top Venues

CoRR

MILCOM

ICASSP

IEEE/ACM Trans. Netw.

Publications

Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
Plug-and-Play Transformer Modules for Test-Time Adaptation. CoRR (2024)
Yingbo Hua, Md Saydur Rahman, Ananthram Swami
A Method for Low-Latency Secure Multiple Access. LANMAN (2024)
Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma, Ananthram Swami, Santiago Segarra
Biased Backpressure Routing Using Link Features and Graph Neural Networks. CoRR (2024)
Arindam Chowdhury, Santiago Paternain, Gunjan Verma, Ananthram Swami, Santiago Segarra
Learning Non-myopic Power Allocation in Constrained Scenarios. CoRR (2024)
Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
FLASH: Federated Learning Across Simultaneous Heterogeneities. CoRR (2024)
Nicolas Zilberstein, Ananthram Swami, Santiago Segarra
Joint Channel Estimation and Data Detection in Massive Mimo Systems Based on Diffusion Models. ICASSP (2024)
Arindam Chowdhury, Gunjan Verma, Ananthram Swami, Santiago Segarra
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Boning Li, Jake B. Perazzone, Ananthram Swami, Santiago Segarra
Learning to Transmit With Provable Guarantees in Wireless Federated Learning. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Boning Li, Gojko Cutura, Ananthram Swami, Santiago Segarra
Deep Demixing: Reconstructing the Evolution of Network Epidemics. CoRR (2023)
Hakim Hafidi, Philippe Ciblat, Mounir Ghogho, Ananthram Swami
Graph-Assisted Bayesian Node Classifiers. IEEE Access 11 (2023)
Arindam Chowdhury, Santiago Paternain, Gunjan Verma, Ananthram Swami, Santiago Segarra
Learning Non-myopic Power Allocation in Constrained Scenarios. ACSSC (2023)
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
Enhanced Backpressure Routing Using Wireless Link Features. CAMSAP (2023)
C. Nicolas Barati, Bishal Lamichhane, Siyu Liao, Eric Graves, Ananthram Swami, Ashutosh Sabharwal
Unsupervised Wireless Diarization: A Potential New Attack on Encrypted Wireless Networks. ICC (2023)
Hongkuan Zhou, Rajgopal Kannan, Ananthram Swami, Viktor K. Prasanna
HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN. INFOCOM (2023)
Arindam Chowdhury, Gunjan Verma, Ananthram Swami, Santiago Segarra
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks. CoRR (2023)
Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma, Ananthram Swami, Santiago Segarra
Delay-Aware Backpressure Routing Using Graph Neural Networks. ICASSP (2023)
Sukankana Chakraborty, Sebastian Stein, Ananthram Swami, Matthew Jones, Lewis Hill
The Influence Maximisation Game. AAMAS (2023)
Yirong Cheng, Eric Graves, Ananthram Swami, Ashutosh Sabharwal
Estimating Traffic Rates in CSMA/CA Networks: A Feasibility Analysis for a Class of Eavesdroppers. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Yushu Yan, Xiangyu Chang, Basak Guler, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Ananthram Swami
Federated Learning for Massive MIMO Power Allocation. ACSSC (2023)
Faheem Zafari, Prithwish Basu, Kin K. Leung, Jian Li, Don Towsley, Ananthram Swami
Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Boning Li, Timofey Efimov, Abhishek Kumar, Jose Cortes, Gunjan Verma, Ananthram Swami, Santiago Segarra
Learnable Digital Twin for Efficient Wireless Network Evaluation. MILCOM (2023)
Cho-Chun Chiu, Xusheng Zhang, Ting He, Shiqiang Wang, Ananthram Swami
Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Link Scheduling Using Graph Neural Networks. IEEE Trans. Wirel. Commun. 22 (6) (2023)
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
Enhanced Backpressure Routing Using Wireless Link Features. CoRR (2023)
Boning Li, Timofey Efimov, Abhishek Kumar, Jose Cortes, Gunjan Verma, Ananthram Swami, Santiago Segarra
Learnable Digital Twin for Efficient Wireless Network Evaluation. CoRR (2023)
Yu Zhu, Ananthram Swami, Santiago Segarra
Free Energy Node Embedding via Generalized Skip-Gram With Negative Sampling. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Hongkuan Zhou, Rajgopal Kannan, Ananthram Swami, Viktor K. Prasanna
HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN. CoRR (2023)
Zhongyuan Zhao, Ananthram Swami, Santiago Segarra
Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems. ICLR (2023)
Boning Li, Jake Perazzone, Ananthram Swami, Santiago Segarra
Learning to Transmit with Provable Guarantees in Wireless Federated Learning. CoRR (2023)
Haider Ali, Mohannad Al Ameedi, Ananthram Swami, Rui Ning, Jiang Li, Hongyi Wu, Jin-Hee Cho
ACADIA: Efficient and Robust Adversarial Attacks Against Deep Reinforcement Learning. CNS (2022)
Mikael Sørensen, Nicholas D. Sidiropoulos, Ananthram Swami
Overlapping Community Detection via Semi-Binary Matrix Factorization: Identifiability and Algorithms. IEEE Trans. Signal Process. 70 (2022)
Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma, Ananthram Swami, Santiago Segarra
Delay-aware Backpressure Routing Using Graph Neural Networks. CoRR (2022)
Kevin D. Smith, Saber Jafarpour, Ananthram Swami, Francesco Bullo
Topology Inference With Multivariate Cumulants: The Möbius Inference Algorithm. IEEE/ACM Trans. Netw. 30 (5) (2022)
Ta-Yang Wang, Hongkuan Zhou, Rajgopal Kannan, Ananthram Swami, Viktor K. Prasanna
Throughput optimization in heterogeneous MIMO networks: a GNN-based approach. GNNet@CoNEXT (2022)
Ishmam Zabir, Ananthram Swami, Yingbo Hua
Secrecy Throughput of ANECE Assisted Transmission of Information in Finite Blocklength. WCNC (2022)
Zhongyuan Zhao, Ananthram Swami, Santiago Segarra
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks. ICASSP (2022)
Siddharth Pal, Ananthram Swami
Geometric Nodal Degree Distributions Arise in Barabási-Albert Graphs! IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Kevin D. Smith, Francesco Seccamonte, Ananthram Swami, Francesco Bullo
Physics-Informed Implicit Representations of Equilibrium Network Flows. NeurIPS (2022)
Nitish K. Panigrahy, Thirupathaiah Vasantam, Prithwish Basu, Don Towsley, Ananthram Swami, Kin K. Leung
On the Analysis and Evaluation of Proximity-based Load-balancing Policies. ACM Trans. Model. Perform. Evaluation Comput. Syst. 7 (2-4) (2022)
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
Delay-Oriented Distributed Scheduling Using Graph Neural Networks. ICASSP (2022)
Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami
Negative sampling strategies for contrastive self-supervised learning of graph representations. Signal Process. 190 (2022)
Boning Li, Ananthram Swami, Santiago Segarra
Power Allocation for Wireless Federated Learning Using Graph Neural Networks. ICASSP (2022)
Zhongyuan Zhao, Ananthram Swami, Santiago Segarra
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks. CoRR (2022)
Ishmam Zabir, Ananthram Swami, Yingbo Hua
Secrecy Throughput Enhancement with ANECE and Multi-Antenna Beamforming in Finite Blocklength. ICC (2022)
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Link Scheduling using Graph Neural Networks. CoRR (2021)
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Efficient Power Allocation Using Graph Neural Networks and Deep Algorithm Unfolding. ICASSP (2021)
Nguyen Thi Tam, Vi Thanh Dat, Phan Ngoc Lan, Huynh Thi Thanh Binh, Le Trong Vinh, Ananthram Swami
Multifactorial evolutionary optimization to maximize lifetime of wireless sensor network. Inf. Sci. 576 (2021)
Yu Zhu, Ananthram Swami, Santiago Segarra
Node Embedding based on the Free Energy Distance. ACSCC (2021)
Abhishek Kumar, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Adaptive Contention Window Design Using Deep Q-Learning. ICASSP (2021)
Yu Zhu, Ananthram Swami, Santiago Segarra
Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling. CoRR (2021)
Yirong Cheng, Eric Graves, Ananthram Swami, Ashutosh Sabharwal
Estimating Link Packet Rates From Partial CSMA/CA Network Observations. ACSCC (2021)
Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami
Additive Link Metrics Identification: Proof of Selected Lemmas and Propositions. CoRR (2021)
Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami
Bayesian Node Classification for Noisy Graphs. SSP (2021)
Boning Li, Ananthram Swami, Santiago Segarra
Power Allocation for Wireless Federated Learning using Graph Neural Networks. CoRR (2021)
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
ML-aided power allocation for Tactical MIMO. CoRR (2021)
Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami, Jian Li
Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Gojko Cutura, Boning Li, Ananthram Swami, Santiago Segarra
Deep Demixing: Reconstructing the Evolution of Epidemics using Graph Neural Networks. EUSIPCO (2021)
Arlei Lopes da Silva, Furkan Kocayusufoglu, Saber Jafarpour, Francesco Bullo, Ananthram Swami, Ambuj K. Singh
Combining Physics and Machine Learning for Network Flow Estimation. ICLR (2021)
Georgios Rovatsos, Venugopal V. Veeravalli, Don Towsley, Ananthram Swami
Quickest Detection of Anomalies of Varying Location and Size in Sensor Networks. IEEE Trans. Aerosp. Electron. Syst. 57 (4) (2021)
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Distributed Scheduling Using Graph Neural Networks. ICASSP (2021)
Nishant Mehrotra, Eric Graves, Ananthram Swami, Ashutosh Sabharwal
Minimax Bounds for Blind Network Inference. ISIT (2021)
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Unfolding WMMSE Using Graph Neural Networks for Efficient Power Allocation. IEEE Trans. Wirel. Commun. 20 (9) (2021)
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
ML-aided power allocation for Tactical MIMO. MILCOM (2021)
Nitish K. Panigrahy, Prithwish Basu, Don Towsley, Ananthram Swami, Kin K. Leung
On the Analysis of Spatially Constrained Power of Two Choice Policies. SIGMETRICS Perform. Evaluation Rev. 48 (3) (2020)
Faheem Zafari, Prithwish Basu, Kin K. Leung, Jian Li, Ananthram Swami, Don Towsley
Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. CoRR (2020)
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
Identification of Additive Link Metrics: Proof of Selected Theorems. CoRR (2020)
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung
Failure Localization Capability: Theorem Proof and Evaluation. CoRR (2020)
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
Link Identifiability with Two Monitors: Proof of Selected Theorems. CoRR (2020)
Georgios Rovatsos, Venugopal V. Veeravalli, Don Towsley, Ananthram Swami
Quickest Detection of Growing Dynamic Anomalies in Networks. ICASSP (2020)
Xiao Xu, Sattar Vakili, Qing Zhao, Ananthram Swami
Multi-Armed Bandits on Partially Revealed Unit Interval Graphs. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Shasha Li, Karim Khalil, Rameswar Panda, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Ananthram Swami
Measurement-driven Security Analysis of Imperceptible Impersonation Attacks. CoRR (2020)
Nitish K. Panigrahy, Prithwish Basu, Philippe Nain, Don Towsley, Ananthram Swami, Kevin S. Chan, Kin K. Leung
Resource Allocation in One-dimensional Distributed Service Networks with Applications. Perform. Evaluation 142 (2020)
Nitish K. Panigrahy, Prithwish Basu, Philippe Nain, Don Towsley, Ananthram Swami, Kevin S. Chan, Kin K. Leung
Resource Allocation in One-dimensional Distributed Service Networks with Applications. CoRR (2020)
Shasha Li, Shitong Zhu, Sudipta Paul, Amit K. Roy-Chowdhury, Chengyu Song, Srikanth V. Krishnamurthy, Ananthram Swami, Kevin S. Chan
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency. CoRR (2020)
Leonardo Cotta, Carlos H. C. Teixeira, Ananthram Swami, Bruno Ribeiro
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models. CoRR (2020)
Shitong Zhu, Shasha Li, Zhongjie Wang, Xun Chen, Zhiyun Qian, Srikanth V. Krishnamurthy, Kevin S. Chan, Ananthram Swami
You Do (Not) Belong Here: Detecting DPI Evasion Attacks with Context Learning. CoRR (2020)
Nitish K. Panigrahy, Prithwish Basu, Don Towsley, Ananthram Swami, Kin K. Leung
On the Analysis of Spatially Constrained Power of Two Choice Policies. CoRR (2020)
Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
Optimal Energy Consumption for Communication, Computation, Caching, and Quality Guarantee. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Hakim Hafidi, Mounir Ghogho, Philippe Ciblat, Ananthram Swami
GraphCL: Contrastive Self-Supervised Learning of Graph Representations. CoRR (2020)
Abhishek Kumar, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Adaptive Contention Window Design using Deep Q-learning. CoRR (2020)
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Efficient power allocation using graph neural networks and deep algorithm unfolding. CoRR (2020)
Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami, Jian Li
Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. CoRR (2020)
Huynh Thi Thanh Binh, Pham Dinh Thanh, Tran Ba Trung, Le Cong Thanh, Le Minh Hai Phong, Ananthram Swami, Lam Thu Bui
A Multifactorial Optimization Paradigm for Linkage Tree Genetic Algorithm. CoRR (2020)
Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks. CoRR (2020)
Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami
Spread, Then Target, and Advertise in Waves: Optimal Budget Allocation Across Advertising Channels. IEEE Trans. Netw. Sci. Eng. 7 (2) (2020)
Shasha Li, Shitong Zhu, Sudipta Paul, Amit K. Roy-Chowdhury, Chengyu Song, Srikanth V. Krishnamurthy, Ananthram Swami, Kevin S. Chan
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency. ECCV (23) (2020)
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe
Fundamental Theories in Node Failure Localization. CoRR (2020)
Thi Thanh Binh Huynh, Dinh Thanh Pham, Tran Ba Trung, Le Cong Thanh, Le Minh Hai Phong, Ananthram Swami, Lam Thu Bui
A multifactorial optimization paradigm for linkage tree genetic algorithm. Inf. Sci. 540 (2020)
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
Partial Network Identifiability: Theorem Proof and Evaluation. CoRR (2020)
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung
Node Failure Localization: Theorem Proof. CoRR (2020)
Leonardo Cotta, Carlos H. C. Teixeira, Ananthram Swami, Bruno Ribeiro
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models. NeurIPS (2020)
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
Distributed Scheduling using Graph Neural Networks. CoRR (2020)
Kevin D. Smith, Saber Jafarpour, Ananthram Swami, Francesco Bullo
Topology Inference with Multivariate Cumulants: The Möbius Inference Algorithm. CoRR (2020)
Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami
Efficient Identification of Additive Link Metrics: Theorem Proof and Evaluations. CoRR (2020)
Shitong Zhu, Shasha Li, Zhongjie Wang, Xun Chen, Zhiyun Qian, Srikanth V. Krishnamurthy, Kevin S. Chan, Ananthram Swami
You do (not) belong here: detecting DPI evasion attacks with context learning. CoNEXT (2020)
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami
Attribution-driven Causal Analysis for Detection of Adversarial Examples. CoRR (2019)
Chuxu Zhang, Dongjin Song, Chao Huang, Ananthram Swami, Nitesh V. Chawla
Heterogeneous Graph Neural Network. KDD (2019)
Siddharth Pal, Feng Yu, Yitzchak Novick, Ananthram Swami, Amotz Bar-Noy
A study on the friendship paradox - quantitative analysis and relationship with assortative mixing. Appl. Netw. Sci. 4 (1) (2019)
Nitish K. Panigrahy, Prithwish Basu, Philippe Nain, Don Towsley, Ananthram Swami, Kevin S. Chan, Kin K. Leung
Resource Allocation in One-Dimensional Distributed Service Networks. MASCOTS (2019)
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ananthram Swami