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CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing
Yuji Ren*,
Chenkai Xu*
, Z Gong, J Li, Z Deng
* Equal contribution.
EMNLP 2026
arXiv:2608.13925
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LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding
Chenkai Xu*
, Y Jin*, J Li, Y Tu, G Long, D Tu, M Song, H Si, T Hou, J Yan, Z Deng
* Equal contribution.
arXiv:2512.16229
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Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
X Wang*,
Chenkai Xu*
, Y Jin, J Jin, H Zhang, Z Deng
* Equal contribution.
ICLR 2026
arXiv:2508.09192
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GitHub ↗
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UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding
Chenkai Xu*
, X Wang*, Z Liao, Y Li, T Hou, Z Deng
* Equal contribution.
ACL 2026
arXiv:2502.05415
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GitHub ↗
Multi-Block Diffusion Language Models
Y Jin, J Xu, Y Liu,
Chenkai Xu
, Y Tu, J Li, D Tu, X Yan, K Yu, P Liu, Z Deng
EMNLP 2026
arXiv:2606.29215v1
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GitHub ↗
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