Ashwin Ramesh Babu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
7
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Fast 3D Surrogate Modeling for Data Center Thermal Management. | Soumyendu Sarkar, Antonio Guillen-Perez, Zachariah Carmichael, Avisek Naug, Refik Mert Cam, Vineet Gundecha, Ashwin Ramesh Babu, Sahand Ghorbanpour, Ricardo Luna Gutirrez |
| 2025 | AAAI | Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters. | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Ricardo Luna Gutirrez, Antonio Guillen, Desik Rengarajan |
| 2025 | AAAI | Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters. | Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Vineet Gundecha, Ricardo Luna Gutirrez, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Desik Rengarajan, Cullen E. Bash |
| 2025 | CVPR | Coordinated Robustness Evaluation Framework for Vision-Language Models. | Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna, Soumyendu Sarkar |
| 2025 | CVPR | Robustness Evaluation for Video Models with Reinforcement Learning. | Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna, Soumyendu Sarkar |
| 2024 | AAAI | Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning. | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour |
| 2024 | AAAI | Carbon Footprint Reduction for Sustainable Data Centers in Real-Time. | Soumyendu Sarkar, Avisek Naug, Ricardo Luna, Antonio Guillen, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Dejan Markovikj, Ashwin Ramesh Babu |
| 2024 | AAAI | Sustainability of Data Center Digital Twins with Reinforcement Learning. | Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna, Vineet Gundecha, Ashwin Ramesh Babu, Sajad Mousavi |
| 2024 | WACV | Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness. | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Zachariah Carmichael, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutirrez, Antonio Guillen, Avisek Naug |
| 2023 | AAAI | Robustness with Black-Box Adversarial Attack using Reinforcement Learning. | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ricardo Luna Gutirrez, Antonio Guillen, Avisek Naug |
| 2023 | CVPR | Robustness with Query-efficient Adversarial Attack using Reinforcement Learning. | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Antonio Guillen, Ricardo Luna, Avisek Naug |
| 2023 | CVPR | RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning. | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Antonio Guillen, Ricardo Luna, Avisek Naug |
| 2023 | HCI | A Smart Sensor Suit (SSS) to Assess Cognitive and Physical Fatigue with Machine Learning. | Ashish Jaiswal, Mohammad Zaki Zadeh, Aref Hebri, Ashwin Ramesh Babu, Fillia Makedon |
| 2023 | IJCAI | Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves. | Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Avisek Naug, Alexandre Pichard, Mathieu Cocho |
| 2023 | SENSYS | PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability. | Avisek Naug, Antonio Guillen, Ricardo Luna Gutirrez, Vineet Gundecha, Sahand Ghorbanpour, Lekhapriya Dheeraj Kashyap, Dejan Markovikj, Lorenz Krause, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar |
| 2022 | AAAI | Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter. | Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour, Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard, Jonathan Fievez |
| 2020 | ICMI | A Multi-modal System to Assess Cognition in Children from their Physical Movements. | Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Ashish Jaiswal, Alexis Lueckenhoff, Maria Kyrarini, Fillia Makedon |
| 2018 | HCI | A Robot-Based Cognitive Assessment Model Based on Visual Working Memory and Attention Level. | Ali Sharifara, Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, Christopher Collander, Fillia Makedon |
| 2018 | ICMI | Multimodal approach for cognitive task performance prediction from body postures, facial expressions and EEG signal. | Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, James Robert Brady, Fillia Makedon |
| 2017 | HCI | VoTrE: A Vocational Training and Evaluation System to Compare Training Approaches for the Workplace. | Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, Maher Abujelala, Fillia Makedon |