diffusion language model

Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards ACL 2026 Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models ACL 2026 Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning ACL 2026 Diffusion Language Model Inference with Monte Carlo Tree Search EACL 2026 dLLM: Simple Diffusion Language Modeling ACL 2026 d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models ACL 2026 Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models ACL 2026 Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration ACL 2026 Energy Matching based Preference Learning for Diffusion Language Models EACL 2026 From TDMA to CDMA: A Multi-bit Watermark for Diffusion Language Models ACL 2026 Inference-Time Feedback for Reasoning Controllability in Diffusion Language Models ACL 2026 LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models ACL 2026 LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs AAAI 2026 MMCP-GEN: A Modality-Extensible Diffusion Language Model for Conditional Protein Sequence Generation CVPR 2026 Optimal Inference Schedules for Masked Diffusion Models COLT 2026 Probing Functional Correctness in Diffusion Language Models ACL 2026 Pseudo-Likelihood Training for Reasoning Diffusion Language Models EACL 2026 Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation ACL 2026 SelFusion: Self-distillation for Diffusion Language Models ACL 2026 The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check ACL 2026 Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models CVPR 2026 Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ACL 2026 Unlocking the Potential of Diffusion Language Models through Template Infilling ACL 2026 Where to Start Alignment? Diffusion Large Language Model May Demand a Distinct Position AAAI 2026 You Can Have a Second Chance: Unbiased and Multi-bit Watermarking for Diffusion Language Models with Regret-based Remasking ACL 2026