Circuit Hypernetworks for Quantum-Augmented Diffusion Language Models
quant-ph, cs.CL
Submitted: 2026-09-21
Updated: 2026-09-21
Comments: Work in progress
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- The Llama 3 Herd of Models
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- Scaling Laws for Neural Language Models
- Training Compute-Optimal Large Language Models
- Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
- Discrete Diffusion in Large Language and Multimodal Models: A Survey
- Large Language Diffusion Models
- Dream 7B: Diffusion Large Language Models
- Improved Large Language Diffusion Models
- LLaDA2.0: Scaling Up Diffusion Language Models to 100B
- LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models
- Diffusion Beats Autoregressive in Data-Constrained Settings
- Hybrid Quantum Transformer for Language Generation
- Quantum Adaptive Self-Attention for Quantum Transformer Models
- Quantum-enhanced Large Language Models on Quantum Hardware via Cayley Unitary Adapters
- Quantum-Enhanced LLM Efficient Fine Tuning
- Quantum-Inspired Fine-Tuning for Few-Shot AIGC Detection via Phase-Structured Reparameterization
- QuIC: Quantum-Inspired Compound Adapters for Parameter Efficient Fine-Tuning
- RhoDARTS: Differentiable Quantum Architecture Search with Density Matrix Simulations
- Lie Group Diffusion Models for Hardware-Aware Quantum Circuit Synthesis
Related papers
- Reconquering Bell sampling on qudits: stabilizer learning and testing, quantum pseudorandomness bounds, and more
- Encrypted clones can leak: Classification of informative subsets in Quantum Encrypted Cloning
- Polynomial-time classical and quantum simulation of quantum impurity models
- Theory of quantum-enhanced interferometry with general Markovian light sources
- A convergent hierarchy of spectral gap certificates for qubit Hamiltonians
- Universal Bound and Phase Transition in Many-Body Fermionic Non-Gaussianity