Ravikumar Balakrishnan

29 papers A* 1B 2Misc 2Journal 20Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Large-Margin Hyperdimensional Computing: A Learning-Theoretical Perspective. CoRR Nikita Zeulin, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev
2025	J	`jnl`	Buffer-based Gradient Projection for Continual Federated Learning. Trans. Mach. Learn. Res. Shenghong Dai, Jy-yong Sohn, Yicong Chen, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
2025	J	`jnl`	Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks. IEEE Trans. Mob. Comput. Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy
2025	J	`jnl`	VISOR++: Universal Visual Inputs based Steering for Large Vision Language Models. CoRR Ravikumar Balakrishnan, Mansi Phute
2025	J	`jnl`	VISOR: Visual Input-based Steering for Output Redirection in Vision-Language Models. CoRR Mansi Phute, Ravikumar Balakrishnan
2024	J	`jnl`	Buffer-based Gradient Projection for Continual Federated Learning. CoRR Shenghong Dai, Jy-yong Sohn, Yicong Chen, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
2024	J	`jnl`	Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management. CoRR Ravikumar Balakrishnan, Marius Arvinte, Nageen Himayat, Hosein Nikopour, Hassnaa Moustafa
2023	—	`conf`	Leveraging Compute Heterogeneity in Federated Multi-Task Classification. ICUMT Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy
2023	J	`jnl`	Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks. CoRR Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy
2023	J	`jnl`	MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations. IEEE Trans. Pattern Anal. Mach. Intell. Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
2023	—	`conf`	Online Federated Learning based Object Detection across Autonomous Vehicles in a Virtual World. CCNC Shenghong Dai, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Kangwook Lee, Suman Banerjee, Nageen Himayat
2022	A*	`conf`	Diverse Client Selection for Federated Learning via Submodular Maximization. ICLR Ravikumar Balakrishnan, Tian Li, Tianyi Zhou, Nageen Himayat, Virginia Smith, Jeff A. Bilmes
2022	J	`jnl`	EdgeML: Towards network-accelerated federated learning over wireless edge. Comput. Networks Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
2022	J	`jnl`	Guest Editorial: An End-to-End Machine Learning Perspective on Industrial IoT. IEEE Internet Things Mag. Rita H. Wouhaybi, Ravikumar Balakrishnan, Navid Naderializadeh, Ahmad Beirami, Marco Di Felice, Shadi A. Noghabi, Anirudh Badam, Shugong Xu
2021	J	`jnl`	EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge. CoRR Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
2021	J	`jnl`	MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations. CoRR Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
2021	J	`jnl`	Resource Management and Model Personalization for Federated Learning over Wireless Edge Networks. J. Sens. Actuator Networks Ravikumar Balakrishnan, Mustafa Riza Akdeniz, Sagar Dhakal, Arjun Anand, Ariela Zeira, Nageen Himayat
2021	Misc	`conf`	Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing. SEC Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
2021	J	`jnl`	Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing. CoRR Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
2020	Misc	`conf`	Model-Assisted Deep Reinforcement Learning for Dynamic Wireless Scheduling. ACSSC Arjun Anand, Ravikumar Balakrishnan, V. Srinivasa Somayazulu, Rath Vannithamby
2020	—	`conf`	Resource Management and Fairness for Federated Learning over Wireless Edge Networks. SPAWC Ravikumar Balakrishnan, Mustafa Riza Akdeniz, Sagar Dhakal, Nageen Himayat
2019	B	`conf`	Deep Reinforcement Learning Based Traffic- and Channel-Aware OFDMA Resource Allocation. GLOBECOM Ravikumar Balakrishnan, Kunal Sankhe, V. Srinivasa Somayazulu, Rath Vannithamby, Jerry Sydir
2016	J	`jnl`	Local Anchor Schemes for Seamless and Low-Cost Handover in Coordinated Small Cells. IEEE Trans. Mob. Comput. Ravikumar Balakrishnan, Ian F. Akyildiz
2014	J	`jnl`	LTE-Advanced and the evolution to Beyond 4G (B4G) systems. Phys. Commun. Ian F. Akyildiz, David Manuel Gutiérrez Estévez, Ravikumar Balakrishnan, Elias Chavarria Reyes
2014	J	`jnl`	Traffic-Aware QoS Provisioning and Admission Control in OFDMA Hybrid Small Cells. IEEE Trans. Veh. Technol. Ravikumar Balakrishnan, Berk Canberk
2013	J	`jnl`	Enabling next generation small cells through femtorelays. Phys. Commun. Ian F. Akyildiz, Elias Chavarria Reyes, David Manuel Gutiérrez Estévez, Ravikumar Balakrishnan, John R. Krier
2013	—	`conf`	Traffic-aware utility based QoS provisioning in OFDMA hybrid smallcells. ICC Ravikumar Balakrishnan, Berk Canberk, Ian F. Akyildiz
2011	J	`jnl`	Cooperative spectrum sensing in cognitive radio networks: A survey. Phys. Commun. Ian F. Akyildiz, Brandon F. Lo, Ravikumar Balakrishnan
2011	B	`conf`	Mobile relay and group mobility for 4G WiMAX networks. WCNC Ravikumar Balakrishnan, Xiangying Yang, Muthaiah Venkatachalam, Ian F. Akyildiz