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Schedule Overview

Tentative Program – IIR 2025

Wednesday, 3 September 2025

TimeEvent
14:15 - 14:30Opening
14:30 - 15:30

Invited Talk by Maria Soledad Pera (50 min presentation + 10 min Q&A)

Session Chair: Ludovico Boratto
15:30 - 16:00Coffee Break
16:00 - 17:30

Session 1: Large Language Models and IR (12 min presentation + 5 min Q&A)

Session Chair: Guglielmo Faggioli
20:15 - 23:00Social Dinner

Session 1 Papers:

  • Marco Valentini, Antonio Ferrara, Tommaso Di Noia, Giuseppe Illuzzi, Pierangelo Colacicco. Leveraging LLM-Powered Multi-Agent Systems to Enhance Customer Experience in Complex Product Domains
  • Francesco De Faveri, Guglielmo Faggioli, Nicola Ferro. Comparing LLMs and Traditional Privacy Measures to Evaluate Query Obfuscation Approaches
  • Giuseppe Spillo, Cataldo Musto, Matteo Mannavola, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro. Graph Augmentation with LLMs for Knowledge-Aware Recommender System
  • Emiliana Murgia, Monica Landoni, Theo Huibers, Maria Soledad Pera. Empowered or Lost? How Search Tools and Social Networks Shape Teen Learning in an AI World
  • Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro. Knowledge is Power: Boosting Recommender Systems by Infusing LLMs with Domain Expertise.

Thursday, 4 September 2025

TimeEvent
09:30 - 10:30

Invited Talk by Franco Maria Nardini (50 min presentation + 10 min Q&A)

Session Chair: Mirko Marras
10:30 - 11:00Coffee Break
11:00 - 12:30

Session 2: Recommender Systems: Models and Evaluation (12 min presentation + 5 min Q&A)

Session Chair: Cataldo Musto
12:30 - 14:00Lunch Break
14:00 - 15:30

Session 3: Conversational and Personalized Systems (12 min presentation + 5 min Q&A)

Session Chair: Federico Siciliano
15:30 - 16:00Coffee Break
16:00 - 17:30

Session 4: Neural IR, Federated Models, and Search Applications (12 min presentation + 5 min Q&A)

Session Chair: Franco Maria Nardini

Session 2 Papers:

  • Federico Siciliano, Antonio Purificato, Filippo Betello, Nicola Tonellotto, Fabrizio Silvestri. Caser+ and CosRec+: Closing the Gap Between CNNs and Attention Models in SRS
  • Michael Benigni, Maurizio Ferrari Dacrema, Dietmar Jannach. Diffusion Models for Recommendation: Reproducibility and Conceptual Mismatch
  • Federico Siciliano, Giulia Di Teodoro, Nicola Tonellotto, Fabrizio Silvestri. Comparing Recommendation Losses under Negative Sampling
  • Neda Afreen, Ludovico Boratto, Gianni Fenu, Mirko Marras, Alessandro Soccol. Effective and Transparent Course Recommendation through Causal Reasoning with Language Models

Session 3 Papers:

  • Alessandro Francesco Maria Martina, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro. Beyond Homogeneous Users: Simulating Diverse User Personas for Conversational Recommendation Datasets
  • Pranav Kasela, Gabriella Pasi, Raffaele Perego. PARK: Personalized Academic Retrieval with Knowledge-graphs
  • Marco Alessio, Simone Merlo, Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Cristina Ioana Muntean, Franco Maria Nardini, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci, Nicola Viterbo. A Dataset for Joint Conversational Search and Recommendation
  • Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti, Cosimo Rulli. Efficient Conversational Search via Topical Locality in Dense Retrieval

Session 4 Papers:

  • Georgeta Bordea, Stéphane Campinas, Matteo Catena, Renaud Delbru. Siren Federate: Bridging Document, Relational, and Graph Models for Exploratory Graph Analysis
  • Francesca Pezzuti, Sean MacAvaney, Nicola Tonellotto. Neural Web Crawling
  • Marco Braga, Pranav Kasela, Alessandro Raganato, Gabriella Pasi. Investigating Task Arithmetic for Zero-Shot Information Retrieval
  • Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, Nicola Tonellotto. Counterfactual Dimension Importance Estimation (CoDIME) for Dense Information Retrieval
  • Giulio D’Erasmo, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri. Eclipse: Leveraging Pseudo-Irrelevance for Dimension Importance Estimation

Friday, 5 September 2025

TimeEvent
09:00 - 10:30

Session 5: Evaluation, Metrics, and Tools (12 min presentation + 5 min Q&A)

Session Chair: Nicola Tonellotto
10:30 - 11:00Coffee Break
11:00 - 12:15

Session 6: User Modeling, Evaluation and Fairness (12 min presentation + 5 min Q&A)

Session Chair: Cristina Muntean
12:15 - 12:30Closing & IIR 2026 Announcement

Session 5 Papers:

  • Francesco De Faveri, Guglielmo Faggioli, Nicola Ferro, Kalervo Järvelin. MDCU: A Multi-Dimensional Cumulative Utility Metric for Information Retrieval
  • Silvio Martinico, Leonardo Delfino, Domenico Erriquez, Franco Maria Nardini, Rossano Venturini, Cosimo Rulli. kANNolo: Facilitating Research in Approximate Nearest Neighbors Search
  • Andrea Pasin, Nicola Ferro. The KIMERA Infrastructure: Shifting from Evaluation-as-a-Service to Evaluation-in-the-Cloud
  • Giuseppe Scarpi, Amir Khorrami Chokami, Diego Reforgiato. A Grading Methodology for E-commerce Reviews based on a Mixed Lexical-semantic Approach
  • Ornella Irrera, Stefano Marchesin, Gianmaria Silvello. Enhancing Ground Truth Creation for IR Through Web-Based Collaborative Annotation

Session 6 Papers:

  • Angelo Geninatti Cossatin. Lean and Green: Computational Efficiency and Nudging for Sustainable Fashion Recommendation
  • Chen Amiraz, Florin Cuconasu, Simone Filice, Zohar Karnin. Beyond Relevance: Quantifying Distraction of Irrelevant Passages in RAG
  • Salvatore Bufi, Vincenzo Paparella, Vito Walter Anelli, Tommaso Di Noia. Less Data, More Questions: Fairness and Accuracy Under Data Minimization in Recommender Systems
  • Effrosyni Sokli, Pranav Kasela, Georgios Peikos, Gabriella Pasi. Investigating Mixture of Experts in Dense Retrieval