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Jiaru Zou

ICML 2026×3ACL 2026×2推理智能体与工具评测与基准强化学习与后训练多模态
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3 一作 · 5 篇 · ICML 2026 / ACL 2026

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2026 顶会论文

5
作者位次 #3/4ICML 2026Poster· Reinforcement Learning / Deep RL

Auto-regressive In-context Demonstration Selection

Yunzhe Qi · Sirui Chen · Jiaru Zou · Jingrui He

强化学习与后训练OpenReview
作者位次 #3/10ACL 2026Findings· Findings of ACL

PAPERMIND : Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLM s

Yanjun Zhao · Tianxin Wei · Jiaru Zou · Xuying Ning · Yuanchen Bei · Lingjie Chen · Simmi Rana · Wendy H. Yang · Hanghang Tong · Jingrui He

摘要

Understanding scientific papers requires more than answering isolated questions or summarizing content. It involves an integrated reasoning process that grounds textual and visual information, interprets experimental evidence, synthesizes information across sources, and critically evaluates scien...

多模态评测与基准推理OpenReview 项目页
一作ACL 2026Findings· Findings of ACL

RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking

Jiaru Zou · Dongqi Fu · Sirui Chen · Xinrui He · Zihao Li · Yada Zhu · Jiawei Han · Jingrui He

摘要

Retrieval-Augmented Generation (RAG) enhances Large Language Models (LLMs) by integrating them with an external knowledge base to improve the answer relevance and accuracy. In real-world scenarios, beyond pure text, a substantial amount of knowledge is stored in tables, and user questions often r...

检索与知识效率与系统评测与基准OpenReview 项目页

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