H. Haynes

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (3)Training Efficiency & Optimization (2)Code Generation & Program Synthesis (2)Distributed Systems & Hardware (1)

Frequent co-authors

Houston Haynes (2)

Papers (3)

Mar 18, 2026

H. Haynes2w ago

Adaptive Domain Models: Bayesian Evolution, Warm Rotation, and Principled Training for Geometric and Neuromorphic AI

Forget training behemoths: ADMs slash memory overhead to just twice the inference footprint while guaranteeing geometric correctness and continuous adaptation.

H. Haynes

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

H. Haynes +12w ago

The Program Hypergraph: Multi-Way Relational Structure for Geometric Algebra, Spatial Compute, and Physics-Aware Compilation

Unlock geometric algebra's performance potential in neural networks and spatial computing by compiling directly from multi-way relationships, eliminating manual specialization and ensuring geometric correctness.

H. Haynes, Houston Haynes

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Distributed Systems & Hardware

Mar 17, 2026

H. Haynes +12w ago

Dimensional Type Systems and Deterministic Memory Management: Design-Time Semantic Preservation in Native Compilation

Imagine a compiler that understands the size and lifetime of your data so well it can automatically optimize memory allocation and representation, giving you design-time insights into performance.

H. Haynes, Houston Haynes

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Training Efficiency & Optimization

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H. Haynes

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)