Antonio Guillen-Perez

Researcher, Polytechnic University of Cartagena, Hewlett Packard Enterprise

Joined

January 2023

Names

Antonio Guillen-Perez (Preferred)

Antonio Guillen

Emails

****@hpe.com (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Polytechnic University of Cartagena, Hewlett Packard Enterprise (hpe.com)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Maria Dolores Cano

2016 – 2022

Expertise

Artificial Intelligence

Present

Deep Learning

2016 – Present

Reinforcement Learning

2016 – Present

Publications

iART: Imitation guided Automated Red Teaming
Ashwin Ramesh Babu, Sajad Mousavi, Desik Rengarajan, Ricardo Luna Gutierrez, Sahand Ghorbanpour, Vineet Gundecha, Avisek Naug, Antonio Guillen-Perez, Soumyendu Sarkar
- Submitted to ICLR 2026
- Readers: Everyone
Interpretable LLM Control for Sustainable Liquid Cooling in HPC Data Centers
Sahand Ghorbanpour, Ashwin Ramesh Babu, Avisek Naug, Antonio Guillen-Perez, Ricardo Luna Gutierrez, Vineet Gundecha, Soumyendu Sarkar
- CO-BUILD Oral
- Readers: Everyone
LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
Avisek Naug, Antonio Guillen-Perez, Vineet Kumar, Scott Greenwood, Wesley Brewer, Sahand Ghorbanpour, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez, Soumyendu Sarkar
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
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
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
iART - Imitation guided Automated Red Teaming
Sajad Mousavi, Desik Rengarajan, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug, Soumyendu Sarkar
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Imitation guided Automated Red Teaming
Desik Rengarajan, Sajad Mousavi, Ashwin Ramesh Babu, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour, Antonio Guillen, Ricardo Luna Gutierrez, Soumyendu Sarkar
- SafeGenAi Poster
- Readers: Everyone
iART - Imitation guided Automated Red Teaming
Sajad Mousavi, Desik Rengarajan, Ashwin Ramesh Babu, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Antonio Guillen, Paolo Faraboschi, Soumyendu Sarkar
- Red Teaming GenAI Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Coordinated Robustness Evaluation Framework for Vision Language Models
Ashwin Ramesh Babu, Sajad Mousavi, Desik Rengarajan, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Soumyendu Sarkar
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
Imitation Guided Automated Red Teaming
Sajad Mousavi, Desik Rengarajan, Ashwin Ramesh Babu, Vineet Gundecha, Antonio Guillen, Ricardo Luna Gutierrez, Avisek Naug, Sahand Ghorbanpour, Soumyendu Sarkar
- AdvML-Frontiers 2024
- Readers: Everyone
SustainDC: Benchmarking for Sustainable Data Center Control
Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Cullen Bash, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Desik Rengarajan, Soumyendu Sarkar
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone

View all 30 publications

Co-Authors

View all 30 co-authors