PROGRAM

08h45 Registration
09h00 Welcome: Jordi Pascual, Oriol Farràs, Jordi Duch
Oral presentations - Session 1
9h15 "Perceptually Robust Iterative Similarity Momentum Attack", Younas Khan
9h22 "Effective Unlearning in Large Language Models", Tanim Al Mahmud
9h29 "Resource Allocation in Serverless Data Analytics: The Insidious Exchange", Germán Eizaguirre
9h36 "Towards the Use of Keypoint Matching Techniques for Region of Interest Registration in Whole Slide Images", Alessio Fiorin
9h43 "The Role of Lesion Counting in Optimizing Diabetic Retinopathy Diagnosis", Amal Esmail
9h50 "Weighted Threshold Secret Sharing Schemes and Chow Parameters Approximation", Miquel Guiot
9h57 "Non-Invasive Classification of Breast Cancer Molecular Subtypes Using Mammographic Images", Adnan Khalid
10h04 "Emergent Behaviour and Spatial Effects in Microbial Communities", Mattia Mattei
10h15

Invited talk 1 - Dr. Jordina Torrents

"The New Era of AI PCs"

Dr. Jordina Torrents

Hewlett-Packard (HP)

PhD in Information & Communication Technologies, Universitat Pompeu Fabra (UPF)
Head of the Artificial Intelligence & Machine Learning division at Hewlett-Packard Inc. BCN (HP)
Course instructor at Universitat Oberta de Catalunya (UOC)
Ada Byron Young Award, 2021

The presentation discusses HP’s AI strategy, focusing on AI-powered personal systems. It highlights secure local inferencing with AI PCs, efficient large language (LLM) and vision (LVM) models fine-tuning, quantization and evaluation, and AI-driven PC optimization. Additionally, it introduces GenOS, an AI-integrated operating system with autonomous agents to enhance user experience.

11h00 Words from the director of URV doctoral school
11h15 Coffee break with celebration of 10th anniversary - group photo
Oral presentations - Session 2
11h45 "Enhancing Personal Tourist Experiences with Context-Aware, Explainable, and Sustainable stratiegies using Hierarchical Multi-Criteria Recommendation methods", Monir Yahya
11h52 "Exact and Efficient Unlearning for Large Language Models", Hajar Lachheb
11h59 "Towards a Surgical Semantic Video Search", Gerard Finol
12h06 "Smart Contracts for a Secure and Privacy-Preserving Smart Grid", Joan Ferré
12h13 "Hybrid Deep Learning Architectures for Robust End-to-End Camera Localization", Hussein Hassan
12h20 "MemberShield: Federated learning with membership privacy", Faisal Ahmed
12h27 "Analytical Insights into Structural Super-Diffusion and Indirect Influence in Random Networks", Lluís Torres
12h34 "Capture The Flag applied to security research", Miquel Calonge
12h45

Invited talk 2 - Dr. Joan Borràs

Beyond Academic Research: Leveraging a PhD for Industry and Innovation

Dr. Joan Borràs

INDITEX

Phd in Computer Science and Mathematics of Security, URV.
Data Scientist at INDITEX since 2022
Former data scientist at Eurecat and at the Tourism and Leisure Scientific Technological Center

A PhD is not only about academic research—it can also be a gateway to impactful work in industry. Throughout my career, I have contributed to research-driven projects in both tech centers and private companies, applying cutting-edge methods to real-world challenges. In this talk, I’ll share how my PhD shaped my role in these projects, the skills that proved essential, and how the intersection of research and industry can create exciting opportunities.

13h30 Workshop closure