Umberto Michieli

Venues

Frequent coauthors

Papers

1. K-Merge: Online Continual Merging of Adapters for On-device Large Language Models
   ACL 2026 ·

   Donald Shenaj

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2. Adaptive Cannistraci-Hebb Network Automata Modelling of Complex Networks for Path-based Link Prediction
   NeurIPS 2025 ·

   Jialin Zhao

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3. Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
   NeurIPS 2025 ·

   Yingtao Zhang

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4. DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
   CVPR 2025 ·

   Emanuele Aiello

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5. Efficient Compositional Multi-tasking for On-device Large Language Models
   EMNLP 2025 ·

   Ondrej Bohdal

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6. HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging
   EMNLP 2025 ·

   Taha Ceritli

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7. LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
   ICCV 2025 ·

   Donald Shenaj

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8. On-device System of Compositional Multi-tasking in Large Language Models
   EMNLP 2025 ·

   Ondrej Bohdal

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9. Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection
   IROS 2024 ·

   Francesco Barbato

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10. Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics
    IROS 2024 ·

    Elena Camuffo

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11. HOP to the Next Tasks and Domains for Continual Learning in NLP
    AAAI 2024 · Umberto Michieli
12. Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
    EMNLP 2024 ·

    Hasan Hammoud

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13. Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search
    IROS 2024 ·

    Kirill Paramonov

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