{"total":23,"rows":[{"id":"2505.24857","title":"Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking","created":"2025-05-30","cited_by_count":131,"area":"diffusion"},{"id":"2508.10875","title":"A Survey on Diffusion Language Models","created":"2025-08-14","cited_by_count":78,"area":"diffusion"},{"id":"2505.21467","title":"FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion","created":"2025-05-27","cited_by_count":77,"area":"diffusion"},{"id":"2510.02358","title":"DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding","created":"2025-09-28","cited_by_count":42,"area":"diffusion"},{"id":"2410.11795","title":"Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices","created":"2024-10-15","cited_by_count":41,"area":"diffusion"},{"id":"2501.05370","title":"Accelerated Diffusion Models via Speculative Sampling","created":"2025-01-09","cited_by_count":31,"area":"diffusion"},{"id":"2511.00606","title":"SpecDiff-2: Scaling Diffusion Drafter Alignment For Faster Speculative Decoding","created":"2025-11-01","cited_by_count":26,"area":"diffusion"},{"id":"2511.19269","title":"CDLM: Consistency Diffusion Language Models For Faster Sampling","created":"2025-11-24","cited_by_count":21,"area":"diffusion"},{"id":"2506.01380","title":"Playing with Transformer at 30+ FPS via Next-Frame Diffusion","created":"2025-06-02","cited_by_count":20,"area":"diffusion"},{"id":"2503.09790","title":"Constrained Discrete Diffusion","created":"2025-03-12","cited_by_count":17,"area":"diffusion"},{"id":"2510.19755","title":"A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation","created":"2025-10-22","cited_by_count":16,"area":"diffusion"},{"id":"2602.22661","title":"dLLM: Simple Diffusion Language Modeling","created":"2026-02-26","cited_by_count":14,"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":"2503.15457","title":"Di$\\mathtt{[M]}$O: Distilling Masked Diffusion Models into One-step Generator","created":"2025-03-19","cited_by_count":5,"area":"diffusion"},{"id":"2604.26985","title":"Simple Self-Conditioning Adaptation for Masked Diffusion Models","created":"2026-04-28","cited_by_count":4,"area":"diffusion"},{"id":"2507.04341","title":"Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models","created":"2025-07-06","cited_by_count":3,"area":"diffusion"},{"id":"2604.00666","title":"TRIMS: Trajectory-Ranked Instruction Masked Supervision for Diffusion Language Models","created":"2026-04-01","cited_by_count":2,"area":"diffusion"},{"id":"2606.02544","title":"SimSD: Simple Speculative Decoding in Diffusion Language Models","created":"2026-06-01","cited_by_count":2,"area":"diffusion"},{"id":"2606.13565","title":"A2D2: Fine-Tuning Any-Length Discrete Diffusion for Adaptive Decoding","created":"2026-06-11","cited_by_count":2,"area":"diffusion"},{"id":"2607.12829","title":"Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques","created":"2026-07-14","cited_by_count":1,"area":"diffusion"},{"id":"2603.04514","title":"Progressive Refinement Regulation for Accelerating Diffusion Language Model Decoding","created":"2026-03-04","cited_by_count":0,"area":"diffusion"},{"id":"2605.18817","title":"Multi-Token Residual Prediction","created":"2026-05-12","cited_by_count":0,"area":"diffusion"},{"id":"2606.08048","title":"Diffusion Language Model Parallel Decoding via Product-of-Experts Bridge","created":"2026-06-06","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}