Soumyendu Sarkar

Venues

Frequent coauthors

Papers

1. Fast 3D Surrogate Modeling for Data Center Thermal Management
   AAAI 2026 · Soumyendu Sarkar
2. Coordinated Robustness Evaluation Framework for Vision-Language Models
   CVPR 2025 ·

   Ashwin Ramesh Babu

   DBLP profile ↗ORCID search ↗
3. DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
   NeurIPS 2025 ·

   Antonio Guillen-Perez

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4. Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters
   AAAI 2025 · Soumyendu Sarkar
5. LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
   NeurIPS 2025 ·

   Avisek Naug

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6. Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters
   AAAI 2025 · Soumyendu Sarkar
7. Robustness Evaluation for Video Models with Reinforcement Learning
   CVPR 2025 ·

   Ashwin Ramesh Babu

   DBLP profile ↗ORCID search ↗
8. Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
   AAAI 2024 · Soumyendu Sarkar
9. Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning
   AAAI 2024 · Soumyendu Sarkar
10. SustainDC: Benchmarking for Sustainable Data Center Control
    NeurIPS 2024 ·

    Avisek Naug

    DBLP profile ↗ORCID search ↗
11. Sustainability of Data Center Digital Twins with Reinforcement Learning
    AAAI 2024 · Soumyendu Sarkar