Niccolò Biondi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Multimodal Models (1)

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Mainak Singha (1)Elisa Ricci (1)Subhankar Roy (1)

Papers (1)

Aug 10, 2026

2w ago

DistMoE: Private-data Rehearsal-free Routing in Mixture-of-Experts for Distributed Instruction Tuning

DistMoE enables MLLMs to adapt to diverse visual-language domains without centralized data, achieving competitive performance while preserving client-specific knowledge.

Mainak Singha, Niccolò Biondi, Elisa Ricci +1

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Multimodal Models

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Niccolò Biondi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)