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Dayuan Zhao

2 accepted papers

2026

Think in Latent, Explain in Language: Self-Explainable Latent Reasoning

ICML 2026poster

Latent reasoning has emerged as a powerful alternative to text-based Chain-of-Thought (CoT), offering significant gains in computational efficiency by compressing verbose reasoning into compact embeddings. However, compressing reasoning into the latent space renders the thinking opaque, hindering it…

Cited by 0SourceScholar
2025

Tractable Transformers for Flexible Conditional Generation

ICML 2025poster

Non-autoregressive (NAR) generative models are valuable because they can handle diverse conditional generation tasks in a more principled way than their autoregressive (AR) counterparts, which are constrained by sequential dependency requirements. Recent advancements in NAR models, such as diffusion…

Cited by 0SourcePDFScholar