<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Gabriele Dominici |</title><link>https://pc.inf.usi.ch/people/gabriele-dominici/</link><atom:link href="https://pc.inf.usi.ch/people/gabriele-dominici/index.xml" rel="self" type="application/rss+xml"/><description>Gabriele Dominici</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Thu, 01 Jan 2026 00:00:00 +0000</lastBuildDate><image><url>https://pc.inf.usi.ch/media/people/gabriele-dominici_hu_a80763ee0547d93d.jpg</url><title>Gabriele Dominici</title><link>https://pc.inf.usi.ch/people/gabriele-dominici/</link></image><item><title>Federated Concept-Based Models: Interpretable models with distributed supervision</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2602-04093/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2602-04093/</guid><description/></item><item><title>Mitigating Prompt-Induced Cognitive Biases in General-Purpose AI for Software Engineering</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2604-16756/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2604-16756/</guid><description/></item><item><title>Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2605-03058/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2605-03058/</guid><description/></item><item><title>Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts</title><link>https://pc.inf.usi.ch/publications/dblp-conficml-zarlenga-dbsj-25/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-conficml-zarlenga-dbsj-25/</guid><description/></item><item><title>Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2504-17921/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2504-17921/</guid><description/></item><item><title>Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning</title><link>https://pc.inf.usi.ch/publications/dblp-conficlr-dominici-bztgml-25/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-conficlr-dominici-bztgml-25/</guid><description/></item><item><title>Counterfactual Concept Bottleneck Models</title><link>https://pc.inf.usi.ch/publications/dblp-conficlr-dominici-bggml-25/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-conficlr-dominici-bggml-25/</guid><description/></item><item><title>Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2503-16199/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2503-16199/</guid><description/></item><item><title>Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2506-21102/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2506-21102/</guid><description/></item><item><title>Is General-Purpose AI Reasoning Sensitive to Data-Induced Cognitive Biases? Dynamic Benchmarking on Typical Software Engineering Dilemmas</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2508-11278/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2508-11278/</guid><description/></item><item><title>Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models?</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2510-24236/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2510-24236/</guid><description/></item><item><title>AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model</title><link>https://pc.inf.usi.ch/publications/dblp-confxai-dominici-bggl-24/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confxai-dominici-bggl-24/</guid><description/></item><item><title>AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2405-16508/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2405-16508/</guid><description/></item><item><title>Causal Concept Embedding Models: Beyond Causal Opacity in Deep Learning</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2405-16507/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2405-16507/</guid><description/></item><item><title>Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2402-01408/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2402-01408/</guid><description/></item><item><title>DC3DO: Diffusion Classifier for 3D Objects</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2408-06693/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2408-06693/</guid><description/></item><item><title>Evaluating Explanations Through LLMs: Beyond Traditional User Studies</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2410-17781/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2410-17781/</guid><description/></item><item><title>Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning</title><link>https://pc.inf.usi.ch/publications/dblp-confnips-fenoglio-dbtgl-24/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confnips-fenoglio-dbtgl-24/</guid><description/></item><item><title>Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2405-15632/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2405-15632/</guid><description/></item><item><title>SHARCS: Shared Concept Space for Explainable Multimodal Learning</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2307-00316/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2307-00316/</guid><description/></item></channel></rss>