---
title: "Dongsheng Li — papers of 2026 — 3 papers, the most cited first"
description: "Dongsheng Li — papers of 2026: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Dongsheng Li — papers of 2026 — 3 papers, the most cited first

3 papers · [all years of Dongsheng Li](https://md.research.elamur.ai/free/en/authors/dongsheng-li/#years)

**[Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2026-sparrow-text-anchored-window-attention/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Libo Zhang, Zhaoning Zhang, Hongwanyang, et al.*2026 · 2 citations*

**[Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation](https://md.research.elamur.ai/free/en/papers/wu-2026-emotion-trajectory-aware-retrieval-markov/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hongyan Wu, Zhiliang Tian, Zhen Huang, et al.*2026*

**[GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning](https://md.research.elamur.ai/free/en/papers/tian-2026-grass-gradient-based-adaptive-layer/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Kaiyuan Tian, Linbo Qiao, Yu Tang, et al.*2026*