{"total":15,"rows":[{"id":"2601.02076","title":"Deferred Commitment Decoding for Diffusion Language Models","created":"2026-01-05","cited_by_count":12,"area":"diffusion"},{"id":"2604.23994","title":"When to Commit? Towards Variable-Size Self-Contained Blocks for Discrete Diffusion Language Models","created":"2026-04-27","cited_by_count":7,"area":"diffusion"},{"id":"2602.04399","title":"Swordsman: Entropy-Driven Adaptive Block Partition for Efficient Diffusion Language Models","created":"2026-02-04","cited_by_count":3,"area":"diffusion"},{"id":"2606.29215","title":"Multi-Block Diffusion Language Models","created":"2026-06-28","cited_by_count":3,"area":"diffusion"},{"id":"2606.29275","title":"Adaptive Block Diffusion: Resolving Training-Inference Mismatch in Diffusion Language Models","created":"2026-06-28","cited_by_count":2,"area":"diffusion"},{"id":"2602.15870","title":"VDLM: Variable Diffusion LMs via Robust Latent-to-Text Rendering","created":"2026-01-27","cited_by_count":1,"area":"diffusion"},{"id":"2604.15750","title":"DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference","created":"2026-04-17","cited_by_count":1,"area":"diffusion"},{"id":"2605.09820","title":"Dystruct: Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference","created":"2026-05-10","cited_by_count":1,"area":"diffusion"},{"id":"2605.15676","title":"Dynamic Chunking for Diffusion Language Models","created":"2026-05-15","cited_by_count":1,"area":"diffusion"},{"id":"2601.04205","title":"STaRR: Spatial-Temporal Token-Dynamics-Aware Responsive Remasking for Diffusion Language Models","created":"2025-12-07","cited_by_count":0,"area":"diffusion"},{"id":"2605.28181","title":"When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models","created":"2026-05-27","cited_by_count":0,"area":"diffusion"},{"id":"2606.04964","title":"SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs","created":"2026-06-03","cited_by_count":0,"area":"diffusion"},{"id":"2606.08411","title":"AsyncLane: Decoupling Refinement from Advancement in Diffusion Language Model Decoding","created":"2026-06-07","cited_by_count":0,"area":"diffusion"},{"id":"2608.11235","title":"CORA-Diff: Confidence-Oriented Residual Acceptance for Efficient Diffusion Language Model Inference","created":"2026-07-31","cited_by_count":0,"area":"diffusion"},{"id":"2609.33887","title":"Faster Block-Diffusion Serving with Distribution-Free Risk Guarantees","created":"2026-09-27","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}