Antonio Guillen

6 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3)

Venues

AAAI (4) NeurIPS (1) WACV (1)

Top co-authors

Sajad Mousavi (6) Ashwin Ramesh Babu (6) Avisek Naug (6) Vineet Gundecha (6) Soumyendu Sarkar (6) Sahand Ghorbanpour (5) Desik Rengarajan (3) Ricardo Luna Gutierrez (3) Ricardo Luna (3) Cullen Bash (2)

Research topics

Machine Learning (6) Artificial Intelligence (5) Core AI (5) Reinforcement Learning (4) Learning Types · Machine Learning (4) Application Areas (3) Deep Learning (2) Applications (2) Core Methods (2) Learning Types · Deep Learning (2) Methods (2) Optimization & Theory (1)

Keywords

multi-agent reinforcement learning (3) reinforcement learning (3) sustainable computing (3) data center (3) multi-agent system (2) image classification (2) workload scheduling (2) carbon footprint (2) data center control (1) perturbation analysis (1) energy optimization (1) adversarial attack (1) black-box attack (1) adversarial example (1) digital twin (1) carbon efficiency (1) cooling optimization (1) energy consumption (1) climate control (1) carbon emission (1)

Papers

Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters AAAI 2025 Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters AAAI 2025 Benchmark Generation Framework With Customizable Distortions for Image Classifier Robustness WACV 2024 Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024 Sustainability of Data Center Digital Twins with Reinforcement Learning AAAI 2024 SustainDC: Benchmarking for Sustainable Data Center Control NeurIPS 2024