parallel decoding

Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ACL 2026 CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit ACL 2026 Jakiro: Boosting Speculative Decoding via Decoupled MoE ACL 2026 LazyVAR: Accelerating Visual Autoregressive Models via Scale-wise Token Pruning and Parallel Group Decoding CVPR 2026 MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026 MM-ACT: Learn from Multimodal Parallel Generation to Act CVPR 2026 Multi-Scale Local Speculative Decoding for Image Generation CVPR 2026 Rejection Mixing: Fast Semantic Propagation of Mask Tokens for Efficient DLLM Inference CVPR 2026 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding ICLR 2025 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 Block Verification Accelerates Speculative Decoding ICLR 2025 Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025 FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025 FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression EMNLP 2025 Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment ICLR 2025 Neighboring Autoregressive Modeling for Efficient Visual Generation ICCV 2025 RandAR: Decoder-only Autoregressive Visual Generation in Random Orders CVPR 2025 ZipAR: Parallel Autoregressive Image Generation through Spatial Locality ICML 2025 Break the Sequential Dependency of LLM Inference Using Lookahead Decoding ICML 2024 Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024 Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NeurIPS 2024 Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ACL 2024 HORIZON: High-Resolution Semantically Controlled Panorama Synthesis AAAI 2024