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Zhou Yu

ACL 2026×2ICLR 2026效率与系统智能体与工具多模态社会与人本检索与知识
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0 一作 · 3 篇 · ACL 2026 / ICLR 2026

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2026 顶会论文

3
作者位次 #6/7ACL 2026Poster· Natural Language Processing

L i G en: Active Lipid Generation via a Molecular Language Model

Ying Zhan · Xiuqi Tang · Yan Zhang · Xiao Tan · Dian Shen · Zhou Yu · Beilun Wang

摘要

Lipid nanoparticles (LNPs) can deliver cargos to both tumor and immune cells, playing a crucial role in biomedicine. Traditional approaches rely on experimental screening and expert knowledge, which can be costly and time-consuming. Recent methods based on language models have accelerated this pr...

检索与知识可解释性效率与系统OpenReview 项目页
作者位次 #7/8ACL 2026Findings· Findings of ACL

Budget-Aware Anytime Reasoning with LLM -Synthesized Preference Data

Xuanming Zhang · Shwan Ashrafi · Aziza Mirsaidova · Amir H. Rezaeian · Miguel Ballesteros · Lydia B. Chilton · Zhou Yu · Dan Roth

摘要

We study the reasoning behavior of large language models (LLMs) under limited computation budgets. In such settings, producing useful partial solutions quickly is often more practical than exhaustive reasoning, which incurs high inference costs. Many real-world tasks, such as trip planning, requi...

推理效率与系统对齐与偏好OpenReview 项目页

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