• July 7, 2026 Oral Presentation “K-Merge: Online Continual Merging of Adapters for On-device Large Language Models”, at ACL 2026, San Diego, California, USA.

  • March 25, 2026 Invited Talk “Merging and Adaptive LoRAs for Personalized Generative AI”, LAMP Group, CVC (Joost van de Weijer), Barcelona, Spain.

  • October 20, 2025 Oral Presentation “LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation”, at ICCV 2025 Workshop on Personalized Generative AI, Honolulu, Hawaii, USA. Best Paper Award.

  • May 19, 2025 Invited Talk “From Adaptation to Modularity: Learning Paradigms for Lifelong and Decentralized AI”, University of Pisa, Italy.

  • June 29, 2023 Oral Presentation “Asynchronous Federated Continual Learning”, at CVPR 2023 Workshop on Federated Learning for Computer Vision, Vancouver, Canada.

  • May 18, 2023 Invited Talk “Learning Across Tasks, Domains and Devices”, Eugene Belilovsky Lab Reading Group, Concordia University, Montreal, Canada.

  • January 4, 2023 Oral Presentation “Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning”, (with Eros Fani) at WACV 2023, Waikoloa, Hawaii, USA.

  • November 17, 2022 Invited Talk “Learning Across Domains and Devices”, VIMP Group (Lamberto Ballan), Department of Mathematics, University of Padova, Italy.

  • February 8, 2022 Invited Talk “Federated Unsupervised Domain Adaptation in Semantic Segmentation”, VANDAL Lab (Barbara Caputo), Politecnico di Torino, Italy.