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Peilin Zhou

ACL 2026ICLR 2026KDD 2026SIGIR 2026社会与人本可解释性评测与基准推理多模态
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0 一作 · 4 篇 · ACL 2026 / ICLR 2026 / KDD 2026 / SIGIR 2026

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2026 顶会论文

4
作者位次 #4/12ACL 2026Findings· Findings of ACL

You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations

Hongbin Na · Zimu Wang · Zhaoming Chen · Peilin Zhou · Yining Hua · Grace Ziqi Zhou · Haiyang Zhang · Tao Shen · Wei Wang · John Torous · Shaoxiong Ji · Ling Chen

摘要

Psychological defenses are strategies, often automatic, that people use to manage distress. Rigid use or overuse of defenses is negatively linked to mental health and shapes what speakers disclose and how they accept or resist help. However, defenses are complex and difficult to reliably measure,...

评测与基准社会与人本推理OpenReview 项目页
作者位次 #2/6SIGIR 2026Poster· Information Retrieval (Short)

Structural and Disentangled Adaptation of Large Vision Language Models for Multimodal Recommendation

Zhongtao Rao · Peilin Zhou · Dading Chong · Zhiwei Chen · Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science) · Nan Tang

摘要

Multimodal recommendation enhances accuracy by leveraging visual and textual signals, and its success largely depends on learning high-quality cross-modal representations. Recent advances in Large Vision-Language Models (LVLMs) offer unified multimodal representation learning, making them a promi...

多模态数据与预训练对齐与偏好OpenReview

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