S. Sivaranjani

27 papers A* 1Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks.
Trans. Mach. Learn. Res.
Yuezhu Xu, S. Sivaranjani
2026 J jnl
Lipschitz verification of neural networks through training.
CoRR
Simon Kuang, Yuezhu Xu, S. Sivaranjani, Xinfan Lin
2025 J jnl
An Enhanced Federated Siamese Network for Leveraging the Biometric Framework Mitigating Zero-Day Attacks IoT-Enabled Holographic Consumer Gadgets.
IEEE Trans. Consumer Electron.
Abdulmajeed Abdullah Alqhatani, S. Sivaranjani, Meeniga Vijayalakshmi, Surbhi Bhatia Khan, Kola Narasimha Raju, Abdullah Albuali
2025 J jnl
Control-Oriented System Identification: Classical, Learning, and Physics-Informed Approaches.
CoRR
S. Sivaranjani, Yuanyuan Shi, Nikolay Atanasov, Thai Duong, Jie Feng, Tim Martin, Yuezhu Xu, Vijay Gupta, Frank Allgöwer
2025 J jnl
ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks.
CoRR
Yuezhu Xu, S. Sivaranjani
2025 — conf
Learning Neural Koopman Operators with Dissipativity Guarantees.
CDC
Yuezhu Xu, S. Sivaranjani, Vijay Gupta
2025 J jnl
Learning Neural Koopman Operators with Dissipativity Guarantees.
CoRR
Yuezhu Xu, S. Sivaranjani, Vijay Gupta
2025 J jnl
Learning Neural Network Safe Tracking Controllers from Backward Reachable Sets.
CoRR
Yuezhu Xu, Mohamed Serry, Jun Liu, S. Sivaranjani
2024 — conf
An Intelligent Agent Based Optimal Scheduling & Congestion Free Routing Scheme to Enhance QoS of NFV Enabled Heterogeneous Wireless Sensor Network Framework.
ICCCNT
C. Prathap, S. Sivaranjani, Sathya M, Prabhakaran G, Rajalakshmi J, Kavin Kumar K, Gokul Chandrasekaran
2024 — conf
Block chain and Deep Learning Based Secure Communication using SAE-LSTM &Salp Swarm Optimizer for Multivariate Industrial IoT-oriented Infrastructure.
ICCCNT
MathalaiRaj J, S. Sivaranjani, Rajalakshmi J, Jayachandran T, Maheswari M, Kavin Kumar K, Gokul Chandrasekaran
2024 J jnl
Compositional Estimation of Lipschitz Constants for Deep Neural Networks.
CoRR
Yuezhu Xu, S. Sivaranjani
2024 A* conf
ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks.
NeurIPS
Yuezhu Xu, S. Sivaranjani
2024 J jnl
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems.
CoRR
Wesley A. Suttle, Vipul K. Sharma, Krishna Chaitanya Kosaraju, S. Sivaranjani, Ji Liu, Vijay Gupta, Brian M. Sadler
2023 J jnl
Learning Dissipative Neural Dynamical Systems.
CoRR
Yuezhu Xu, S. Sivaranjani
2023 J jnl
Learning Dissipative Neural Dynamical Systems.
IEEE Control. Syst. Lett.
Yuezhu Xu, S. Sivaranjani
2023 — conf
Safe Control Design Through Risk-Tunable Control Barrier Functions.
CDC
Vipul K. Sharma, S. Sivaranjani
2023 J jnl
Safe Control Design through Risk-Tunable Control Barrier Functions.
CoRR
Vipul K. Sharma, S. Sivaranjani
2022 J jnl
Comments on "Distributed Synthesis of Local Controllers for Networked Systems With Arbitrary Interconnection Topologies".
IEEE Trans. Autom. Control.
Etika Agarwal, S. Sivaranjani, Yang Song, Vijay Gupta, Panos J. Antsaklis
2022 J jnl
Data-Driven Identification of Dissipative Linear Models for Nonlinear Systems.
IEEE Trans. Autom. Control.
S. Sivaranjani, Etika Agarwal, Vijay Gupta
2022 J jnl
Distributed Learning of Neural Lyapunov Functions for Large-Scale Networked Dissipative Systems.
CoRR
Amit Jena, Tong Huang, S. Sivaranjani, Dileep M. Kalathil, Le Xie
2022 J jnl
Malevolent Information Crawling Mechanism for Forming Structured Illegal Organisations in Hidden Networks.
Int. J. Cyber Warf. Terror.
Romil Rawat, Sonali Gupta, S. Sivaranjani, Chandra Umakantham Om Kumar, Megha Kuliha, K. Sakthidasan Sankaran
2022 J jnl
Reinforcement Learning Based Distributed Control of Dissipative Networked Systems.
IEEE Trans. Control. Netw. Syst.
Krishna Chaitanya Kosaraju, S. Sivaranjani, Wesley Suttle, Vijay Gupta, Ji Liu
2022 J jnl
Safety During Transient Response in Direct Current Microgrids Using Control Barrier Functions.
IEEE Control. Syst. Lett.
Krishna Chaitanya Kosaraju, S. Sivaranjani, Vijay Gupta
2022 J jnl
The Impact of Heavy-Duty Vehicle Electrification on Large Power Grids: a Synthetic Texas Case Study.
CoRR
Rayan El Helou, S. Sivaranjani, Dileep M. Kalathil, Andrew Schaper, Le Xie
2021 — conf
Distributed Learning-based Stability Assessment for Large Scale Networks of Dissipative Systems.
CDC
Amit Jena, Tong Huang, S. Sivaranjani, Dileep M. Kalathil, Le Xie
2021 J jnl
PSML: A Multi-scale Time-series Dataset for Machine Learning in Decarbonized Energy Grids.
CoRR
Xiangtian Zheng, Nan Xu, Loc Trinh, Dongqi Wu, Tong Huang, S. Sivaranjani, Yan Liu, Le Xie
2020 — conf
Glacier Surface Flow Velocity of Hunza Basin, Karakoram Using Satellite Optical Data.
FICTA (1)
S. Sivaranjani, M. Geetha Priya, D. Krishnaveni