{"total":16,"rows":[{"id":"2508.10875","title":"A Survey on Diffusion Language Models","created":"2025-08-14","cited_by_count":78,"area":"diffusion"},{"id":"2509.20624","title":"FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models","created":"2025-09-24","cited_by_count":17,"area":"diffusion"},{"id":"2605.06548","title":"Continuous Latent Diffusion Language Model","created":"2026-05-07","cited_by_count":14,"area":"diffusion"},{"id":"2512.02892","title":"Fast-Decoding Diffusion Language Models via Progress-Aware Confidence Schedules","created":"2025-12-02","cited_by_count":11,"area":"diffusion"},{"id":"2510.18480","title":"How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices","created":"2025-10-21","cited_by_count":10,"area":"diffusion"},{"id":"2601.02236","title":"CD4LM: Consistency Distillation and aDaptive Decoding for Diffusion Language Models","created":"2026-01-05","cited_by_count":8,"area":"diffusion"},{"id":"2602.05859","title":"DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders","created":"2026-02-05","cited_by_count":7,"area":"diffusion"},{"id":"2604.05551","title":"FastDiSS: Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation--Full Version","created":"2026-04-07","cited_by_count":2,"area":"diffusion"},{"id":"2609.04531","title":"Distilled Continuous Diffusion Language Models Can Write Code in Few Steps---or One","created":"2026-09-03","cited_by_count":2,"area":"diffusion"},{"id":"2603.26675","title":"GeoBlock: Inferring Block Granularity from Dependency Geometry in Diffusion Language Models","created":"2026-03-04","cited_by_count":1,"area":"diffusion"},{"id":"2606.17999","title":"VoidPadding: Let [VOID] Handle Padding in Masked Diffusion Language Models so that [EOS] Can Focus on Semantic Termination","created":"2026-06-16","cited_by_count":1,"area":"diffusion"},{"id":"2605.20199","title":"FlowLM: Few-Step Language Modeling via Diffusion-to-Flow Adaptation","created":"2026-04-06","cited_by_count":0,"area":"diffusion"},{"id":"2606.16908","title":"LESS Is More: Mutual-Stability Sampling for Diffusion Language Models","created":"2026-06-15","cited_by_count":0,"area":"diffusion"},{"id":"2608.22898","title":"SelFusion: Self-distillation for Diffusion Language Models","created":"2026-08-24","cited_by_count":0,"area":"diffusion"},{"id":"2609.40235","title":"Distribution Matching Distillation for Continuous Diffusion Language Models","created":"2026-09-30","cited_by_count":0,"area":"diffusion"},{"id":"2610.06648","title":"Representation-Space MMD for Diffusion Language Models","created":"2026-10-05","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}