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Saracino, Andrea

  1. Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
    2024/07/29 by Sania Nayab, Giulio Rossolini, Nayab, Sania +11 · 44 citations
    #cs.CL #cs.AI
  2. Contextualizing Security and Privacy of Software-Defined Vehicles: State of the Art and Industry Perspectives
    2024/11/15 by De Vincenzi, Marco, Pesé, Mert D., Bodei, Chiara +6 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Operating Systems (cs.OS)
  3. GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control
    2025/08/05 by Marco Simoni, Simoni, Marco, Aleksandar Fontana +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
  4. MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation
    2024/07/22 by Simoni, Marco, Saracino, Andrea, P., Vinod +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  5. Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization
    2025/07/03 by Simoni, Marco, Fontana, Aleksandar, Rossolini, Giulio +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences