Ashwin Ramesh Babu

61 papers A* 9A 1B 1Journal 23Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Fast 3D Surrogate Modeling for Data Center Thermal Management. AAAI Soumyendu Sarkar, Antonio Guillen-Perez, Zachariah Carmichael, Avisek Naug, Refik Mert Cam, Vineet Gundecha, Ashwin Ramesh Babu, Sahand Ghorbanpour, Ricardo Luna Gutierrez
2025	—	`conf`	Coordinated Robustness Evaluation Framework for Vision-Language Models. CVPR Workshops Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna, Soumyendu Sarkar
2025	J	`jnl`	Coordinated Robustness Evaluation Framework for Vision-Language Models. CoRR Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna, Soumyendu Sarkar
2025	J	`jnl`	DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads. CoRR Antonio Guillen-Perez, Avisek Naug, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Munther Salim, Shubhanker Banerjee, Eoin H. Oude Essink, Damien Fay, Soumyendu Sarkar
2025	J	`jnl`	Fast 3D Surrogate Modeling for Data Center Thermal Management. CoRR Soumyendu Sarkar, Antonio Guillen-Perez, Zachariah Carmichael, Avisek Naug, Refik Mert Cam, Vineet Gundecha, Ashwin Ramesh Babu, Sahand Ghorbanpour, Ricardo Luna Gutiérrez
2025	A*	`conf`	Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters. AAAI Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Vineet Gundecha, Ricardo Luna Gutiérrez, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Desik Rengarajan, Cullen E. Bash
2025	J	`jnl`	Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters. CoRR Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Vineet Gundecha, Ricardo Luna Gutierrez, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Desik Rengarajan, Cullen E. Bash
2025	J	`jnl`	LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers. CoRR Avisek Naug, Antonio Guillen, Vineet Kumar, Scott Greenwood, Wesley Brewer, Sahand Ghorbanpour, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez, Soumyendu Sarkar
2025	A*	`conf`	Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters. AAAI Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Ricardo Luna Gutiérrez, Antonio Guillen, Desik Rengarajan
2025	J	`jnl`	Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters. CoRR Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Ricardo Luna Gutierrez, Antonio Guillen
2025	—	`conf`	Robustness Evaluation for Video Models with Reinforcement Learning. CVPR Workshops Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna, Soumyendu Sarkar
2025	J	`jnl`	Robustness Evaluation for Video Models with Reinforcement Learning. CoRR Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Soumyendu Sarkar
2024	J	`jnl`	A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration. CoRR Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar
2024	A	`conf`	Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness. WACV Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Zachariah Carmichael, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug
2024	A*	`conf`	Carbon Footprint Reduction for Sustainable Data Centers in Real-Time. AAAI Soumyendu Sarkar, Avisek Naug, Ricardo Luna, Antonio Guillen, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Dejan Markovikj, Ashwin Ramesh Babu
2024	J	`jnl`	Carbon Footprint Reduction for Sustainable Data Centers in Real-Time. CoRR Soumyendu Sarkar, Avisek Naug, Ricardo Luna, Antonio Guillen, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Dejan Markovikj, Ashwin Ramesh Babu
2024	J	`jnl`	Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves. CoRR Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Avisek Naug, Alexandre Pichard, Mathieu Cocho
2024	A*	`conf`	Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning. AAAI Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour
2024	J	`jnl`	Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning. CoRR Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour
2024	J	`jnl`	SustainDC - Benchmarking for Sustainable Data Center Control. CoRR Avisek Naug, Antonio Guillen, Ricardo Luna, Vineet Gundecha, Desik Rengarajan, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Soumyendu Sarkar
2024	A*	`conf`	SustainDC: Benchmarking for Sustainable Data Center Control. NeurIPS Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Cullen E. Bash, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Desik Rengarajan, Soumyendu Sarkar
2024	A*	`conf`	Sustainability of Data Center Digital Twins with Reinforcement Learning. AAAI Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna, Vineet Gundecha, Ashwin Ramesh Babu, Sajad Mousavi
2024	J	`jnl`	Sustainability of Data Center Digital Twins with Reinforcement Learning. CoRR Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna, Vineet Gundecha, Ashwin Ramesh Babu, Sajad Mousavi
2023	—	`conf`	A Smart Sensor Suit (SSS) to Assess Cognitive and Physical Fatigue with Machine Learning. HCI (18) Ashish Jaiswal, Mohammad Zaki Zadeh, Aref Hebri, Ashwin Ramesh Babu, Fillia Makedon
2023	J	`jnl`	Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness. CoRR Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Zachariah Carmichael, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna, Antonio Guillen, Avisek Naug
2023	—	`conf`	Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin. CASE Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Vineet Gundecha
2023	—	`conf`	Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning. PETRA Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Glenn Wylie, Fillia Makedon
2023	A*	`conf`	Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves. IJCAI Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Avisek Naug, Alexandre Pichard, Mathieu Cocho
2023	J	`jnl`	N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics. CoRR Sajad Mousavi, Ricardo Luna Gutiérrez, Desik Rengarajan, Vineet Gundecha, Ashwin Ramesh Babu, Avisek Naug, Antonio Guillen, Soumyendu Sarkar
2023	—	`conf`	PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability. BuildSys Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Sahand Ghorbanpour, Lekhapriya Dheeraj Kashyap, Dejan Markovikj, Lorenz Krause, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar
2023	J	`jnl`	PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability. CoRR Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Lorenz Krause, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar
2023	—	`conf`	RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning. CVPR Workshops Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Antonio Guillen, Ricardo Luna, Avisek Naug
2023	—	`conf`	RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels. CASE Alexander Shmakov, Avisek Naug, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Antonio Guillen, Soumyendu Sarkar
2023	J	`jnl`	RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels. CoRR Alexander Shmakov, Avisek Naug, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Antonio Guillen, Soumyendu Sarkar
2023	—	`conf`	Reinforcement Learning Based Black-Box Adversarial Attack for Robustness Improvement. CASE Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug
2023	—	`conf`	Robustness with Black-Box Adversarial Attack using Reinforcement Learning. SafeAI@AAAI Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug
2023	—	`conf`	Robustness with Query-efficient Adversarial Attack using Reinforcement Learning. CVPR Workshops Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Antonio Guillen, Ricardo Luna, Avisek Naug
2022	A*	`conf`	Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter. AAAI Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour, Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard, Jonathan Fievez
2022	—	`conf`	Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters. CASE Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Alexandre Pichard, Mathieu Cocho
2022	J	`jnl`	Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters. CoRR Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Alexandre Pichard, Mathieu Cocho
2021	—	`conf`	Automated system to measure Tandem Gait to assess executive functions in children. PETRA Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Morris Bell, Fillia Makedon
2021	—	`conf`	Manifolk: A 3D t-SNE Visualizer. PETRA Krishna Chaitanya Kodur, Ashwin Ramesh Babu, Fillia Makedon
2021	—	`conf`	Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. PETRA Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Fillia Makedon
2021	J	`jnl`	Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning. CoRR Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Fillia Makedon, Glenn Wylie
2020	B	`conf`	A Multi-modal System to Assess Cognition in Children from their Physical Movements. ICMI Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Ashish Jaiswal, Alexis Lueckenhoff, Maria Kyrarini, Fillia Makedon
2020	J	`jnl`	A Survey on Contrastive Self-supervised Learning. CoRR Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Debapriya Banerjee, Fillia Makedon
2020	J	`jnl`	Automated system to measure Tandem Gait to assess executive functions in children. CoRR Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Morris Bell, Fillia Makedon
2020	—	`conf`	Personalized system for human gym activity recognition using an RGB camera. PETRA Preetham Ganesh, Reza Etemadi Idgahi, Chinmaya Basavanahally Venkatesh, Ashwin Ramesh Babu, Maria Kyrarini
2020	J	`jnl`	Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. CoRR Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Fillia Makedon
2020	—	`conf`	Towards cognitive fatigue detection from functional magnetic resonance imaging data. PETRA Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Jason Bernard Lim, Maria Kyrarini, Glenn Wylie, Fillia Makedon
2019	—	`conf`	An Intelligent Action Recognition System to assess Cognitive Behavior for Executive Function Disorder. CASE Ashwin Ramesh Babu, Mohammad Zakizadeh, James Robert Brady, Diane Calderon, Fillia Makedon
2019	—	`conf`	An automated assessment system for embodied cognition in children: from motion data to executive functioning. iWOAR Alex Dillhoff, Konstantinos Tsiakas, Ashwin Ramesh Babu, Mohammad Zakizadehghariehali, Benjamin Buchanan, Morris Bell, Vassilis Athitsos, Fillia Makedon
2018	—	`conf`	A Human Robot Interaction Framework for Robotic Motor Skill Learning. PETRA Michail Theofanidis, Joe Cloud, Ashwin Ramesh Babu, James Brady, Fillia Makedon
2018	—	`conf`	A Robot-Based Cognitive Assessment Model Based on Visual Working Memory and Attention Level. HCI (7) Ali Sharifara, Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, Christopher Collander, Fillia Makedon
2018	—	`conf`	Facial Expressions as a Modality for Fatigue detection in Robot based Rehabilitation. PETRA Ashwin Ramesh Babu, Joe Cloud, Michail Theofanidis, Fillia Makedon
2018	—	`conf`	Monitoring task engagement using facial expressions and body postures. IWISC Akilesh Rajavenkatanarayanan, Ashwin Ramesh Babu, Konstantinos Tsiakas, Fillia Makedon
2018	—	`conf`	Multimodal approach for cognitive task performance prediction from body postures, facial expressions and EEG signal. MCPMD@ICMI Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, James Robert Brady, Fillia Makedon
2018	—	`conf`	Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images. PETRA Srujana Gattupalli, Ashwin Ramesh Babu, James Robert Brady, Fillia Makedon, Vassilis Athitsos
2018	J	`jnl`	Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images. CoRR Srujana Gattupalli, Ashwin Ramesh Babu, James Robert Brady, Fillia Makedon, Vassilis Athitsos
2017	—	`conf`	VoTrE: A Vocational Training and Evaluation System to Compare Training Approaches for the Workplace. HCI (10) Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, Maher Abujelala, Fillia Makedon
2016	—	`conf`	MyoDrive: A new way of interacting with mobile devices. PETRA Akilesh Rajavenkatanarayanan, Yoga Vignesh Surathi, Ashwin Ramesh Babu, Michalis Papakostas