Antonio Guillen-Perez

17 papers A* 1B 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Conditional Flow Matching for Continuous Anomaly Detection in Autonomous Driving on a Manifold-Aware Spectral Space.
CoRR
Antonio Guillen-Perez
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 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
Efficient Virtuoso: A Latent Diffusion Transformer Model for Goal-Conditioned Trajectory Planning.
CoRR
Antonio Guillen-Perez
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 J jnl
From Imitation to Optimization: A Comparative Study of Offline Learning for Autonomous Driving.
CoRR
Antonio Guillen-Perez
2025 J jnl
Mining the Long Tail: A Comparative Study of Data-Centric Criticality Metrics for Robust Offline Reinforcement Learning in Autonomous Motion Planning.
CoRR
Antonio Guillen-Perez
2025 J jnl
Semantic-Drive: Democratizing Long-Tail Data Curation via Open-Vocabulary Grounding and Neuro-Symbolic VLM Consensus.
CoRR
Antonio Guillen-Perez
2023 — conf
A Conceptual Framework for the Development of Autonomous Driving in 6G: the Role of AI and Edge Computing.
CRC
María-Dolores Cano, Antonio Guillen-Perez, Igor Tasic, Antonio Villafranca
2022 J jnl
AIM5LA: A Latency-Aware Deep Reinforcement Learning-Based Autonomous Intersection Management System for 5G Communication Networks.
Sensors
Antonio Guillen-Perez, María-Dolores Cano
2022 J jnl
Learning From Oracle Demonstrations - A New Approach to Develop Autonomous Intersection Management Control Algorithms Based on Multiagent Deep Reinforcement Learning.
IEEE Access
Antonio Guillen-Perez, María-Dolores Cano
2022 J jnl
Multi-Agent Deep Reinforcement Learning to Manage Connected Autonomous Vehicles at Tomorrow's Intersections.
IEEE Trans. Veh. Technol.
Antonio Guillen-Perez, María-Dolores Cano
2021 J jnl
Pedestrian characterisation in urban environments combining WiFi and AI.
Int. J. Sens. Networks
Antonio Guillen-Perez, María-Dolores Cano
2018 J jnl
A Comparative Study of Web Content Management Systems.
Inf.
Jose-Manuel Martinez-Caro, Antonio-Jose Aledo-Hernandez, Antonio Guillen-Perez, Ramon Sanchez-Iborra, María-Dolores Cano
2018 B conf
A WiFi-based method to count and locate pedestrians in urban traffic scenarios.
WiMob
Antonio Guillen-Perez, María-Dolores Cano-Baños
2018 J jnl
Flying Ad Hoc Networks: A New Domain for Network Communications.
Sensors
Antonio Guillen-Perez, María-Dolores Cano
2016 — conf
WiFi networks on drones.
Kaleidoscope
Antonio Guillen-Perez, Ramon Sanchez-Iborra, María-Dolores Cano, Juan Carlos Sánchez-Aarnoutse, Joan García-Haro