"diffusion language models" Papers
10 papers found
Conference
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
Justin Deschenaux, Caglar Gulcehre
ICLR 2025arXiv:2410.21035
29
citations
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Marianne Arriola, Aaron Gokaslan, Justin Chiu et al.
ICLR 2025arXiv:2503.09573
197
citations
CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models
Junbo Yin, Chao Zha, Wenjia He et al.
ICML 2025arXiv:2505.22869
4
citations
Diffusion Beats Autoregressive in Data-Constrained Settings
Mihir Prabhudesai, Mengning Wu, Amir Zadeh et al.
NEURIPS 2025arXiv:2507.15857
26
citations
dKV-Cache: The Cache for Diffusion Language Models
Xinyin Ma, Runpeng Yu, Gongfan Fang et al.
NEURIPS 2025arXiv:2505.15781
79
citations
Encoder-Decoder Diffusion Language Models for Efficient Training and Inference
Marianne Arriola, Yair Schiff, Hao Phung et al.
NEURIPS 2025arXiv:2510.22852
6
citations
Energy-Based Diffusion Language Models for Text Generation
Minkai Xu, Tomas Geffner, Karsten Kreis et al.
ICLR 2025arXiv:2410.21357
55
citations
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
Chenglong Wang, Yang Gan, Hang Zhou et al.
NEURIPS 2025arXiv:2510.21473
1
citations
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
Zemin Huang, Zhiyang Chen, Zijun Wang et al.
NEURIPS 2025arXiv:2505.10446
37
citations
Theoretical Benefit and Limitation of Diffusion Language Model
Guhao Feng, Yihan Geng, Jian Guan et al.
NEURIPS 2025arXiv:2502.09622
29
citations