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2026 顶会论文

作者位次 #4/7ICML 2026Spotlight· Applications / Computer Vision

Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance

Yingjie Zhu · Xuefeng Bai · Kehai Chen · Yang Xiang · Youcheng Pan · Xiaoqiang Zhou · Min Zhang

多模态推理对齐与偏好OpenReview

作者位次 #6/8ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

Evaluating and Steering Modality Preferences in Multi-modal LLMs

Yu Zhang · Jinlong Ma · Yongshuai Hou · Xuefeng Bai · Kehai Chen · Yang Xiang · Jun Yu · Min Zhang

可解释性对齐与偏好多模态OpenReview

作者位次 #5/7ICML 2026Poster

Mitigating Translationese Bias in Multilingual LLM-as-a-Judge via Disentangled Information Bottleneck

Hongbin Zhang · Kehai Chen · Xuefeng Bai · Youcheng Pan · Yang Xiang · Jinpeng Wang · Min Zhang

多语言与语言学评测与基准社会与人本OpenReview

一作ACL 2026Poster· Natural Language Processing

When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning

Yang Xiang · Yixin Ji · Ruotao Xu · Dan Qiao · Zheming Yang · Juntao Li · Min Zhang

摘要

Large reasoning models (LRMs) have achieved remarkable performance in complex reasoning tasks, driven by their powerful inference-time scaling capability.However, LRMs often suffer from overthinking, which results in substantial computational redundancy and significantly reduces efficiency.Early-...

推理效率与系统评测与基准OpenReview 项目页

作者位次 #8/8AAAI 2026Poster· Artificial Intelligence

CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation

Yexing Du · kaiyuan liu · Youcheng Pan · Zheng Chu · Bo Yang · Xiaocheng Feng · Ming Liu · Yang Xiang

评测与基准多模态检索与知识OpenReview

作者位次 #6/7AAAI 2026Poster· Artificial Intelligence

The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance

Chengpeng Fu · Xiaocheng Feng · yichong huang · Wenshuai Huo · Baohang Li · Yang Xiang · Ting Liu

多模态多语言与语言学OpenReview

Yang Xiang

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