https://ceppi.si/projects/ Recent content in Projects on Simone Ceppi https://ceppi.si/img/badge_picture.png https://ceppi.si/img/badge_picture.png Hugo en-us Fri, 04 Sep 2026 00:00:00 +0000 https://ceppi.si/projects/llm-watermarking-research/ Thu, 01 Jan 2026 00:00:00 +0000 https://ceppi.si/projects/llm-watermarking-research/ Ongoing research into watermarking schemes for LLM-generated text. https://ceppi.si/projects/llm-watermarking/ Fri, 04 Sep 2026 00:00:00 +0000 https://ceppi.si/projects/llm-watermarking/ A statistical first-principles insight improved the efficiency of LLM output watermarking, replacing a slow shuffle with a fast parallel per-token operation. Accepted at EMNLP 2026. https://ceppi.si/projects/sbw/ Thu, 01 Jan 2026 00:00:00 +0000 https://ceppi.si/projects/sbw/ Python library implementing Stateless Bernoulli Watermarking for LLMs. GPU-native, near-zero inference overhead, with vLLM integration. https://ceppi.si/projects/waterpipe/ Thu, 01 Jan 2026 00:00:00 +0000 https://ceppi.si/projects/waterpipe/ Evaluation pipeline for LLM watermark research: generation, detection, quality metrics, and robustness testing against attacks. https://ceppi.si/projects/forensic-analysis/ Mon, 01 Jan 2024 00:00:00 +0000 https://ceppi.si/projects/forensic-analysis/ AI-enhanced forensic investigation techniques for criminal investigations at the JRC. https://ceppi.si/projects/phd-disc-dynamics/ Mon, 01 Jan 2024 00:00:00 +0000 https://ceppi.si/projects/phd-disc-dynamics/ PhD research on how accretion discs evolve in multiple star systems: how they align, how mass flows, and what this tells us about the origins of planets and stars. https://ceppi.si/projects/agentic-systems/ Wed, 01 Jan 2025 00:00:00 +0000 https://ceppi.si/projects/agentic-systems/ Research into agentic workflow languages and human-agent collaboration protocols at the JRC.