---
title: "Jiawei Sheng — papers of 2025 — 2 papers, the most cited first"
description: "Jiawei Sheng — papers of 2025: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Jiawei Sheng — papers of 2025 — 2 papers, the most cited first

2 papers · [all years of Jiawei Sheng](https://md.research.elamur.ai/free/en/authors/jiawei-sheng/#years)

**[Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking](https://md.research.elamur.ai/free/en/papers/chen-2025-inner-thinking-transformer-leveraging-dynamic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yilong Chen, Junyuan Shang, Zhenyu Zhang, et al.*2025 · 16 citations*

**[Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information](https://md.research.elamur.ai/free/en/papers/chen-2025-improving-reasoning-capabilities-small-models/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yao Chen, Jiawei Sheng, Wenyuan Zhang, et al.*2025 · 10 citations*