RESEARCH & NEWS

Research & News

Explore our papers, models and engineering work.

NeurIPS 2026

Two papers from the Cannistraci team accepted at NeurIPS 2026.

Advancing original research in semi-structured dynamic sparse training and channel-wise structural learning.

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JOINT VALIDATION

SparseMind and Moffett advance joint validation at CCF HPC 2026.

Connecting original sparse learning with execution on target hardware.

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NetSci 2026

SparseMind supports the Boston network science and AI satellite as a Gold Sponsor.

Supporting Network Science Informs AI in Boston on June 1, 2026, and the exchange between network science and AI communities.

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MODEL–HARDWARE CO-DESIGN

Joint evaluation of sparse models and chips

SparseMind × Moffett · Compiler-level evaluation and model quality.

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SPARSE LANGUAGE MODELS

Joint evaluation of a sparse Qwen3-8B model

SparseMind × H3C · Structured sparse training, model quality and deployment evaluation.

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AI FOR SCIENCE

Physics-informed sparse modeling for GaN devices

SparseMind × MRDI · Research methods, acceptance targets and next steps.

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MODEL RELEASE

8B: Brain-inspired learning. Open to the world.

Open weights for a sparse Qwen3-8B model, bringing original research to hands-on evaluation and engineering.

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PERSPECTIVE

How should next-generation AI compute?

From connectivity to system efficiency, and from capability to accessibility.

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