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2026 顶会论文

作者位次 #2/5ECCV 2026Poster

Defect-aware Hybrid Prompt Optimization for Zero-Shot Multi-type Anomaly Detection and Segmentation

Nadeem Nazer · Hongkuan Zhou · Lavdim Halilaj · Ylli Sadikaj · Steffen Staab

Open-World Recognition, Segmentation & TransferOpenReview

作者位次 #3/9ACL 2026Poster· ACL Industry Track

SCAIR : Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs

Prateek Chaturvedi · Yuqicheng Zhu · Hongkuan Zhou · Dongzhuoran Zhou · Yunjie He · Steffen Staab · Fei Du · Jie Tang · Evgeny Kharlamov

摘要

Knowledge Graph–based Retrieval-Augmented Generation (KG-RAG) enables natural language interaction with structured enterprise knowledge, yet existing agentic approaches that perform well on public benchmarks often fail to generalize to real-world enterprise Knowledge Graphs (KGs), which are dense...

推理检索与知识智能体与工具OpenReview 项目页

一作AAAI 2026Poster· Artificial Intelligence

Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning

Hongkuan Zhou · Lavdim Halilaj · Sebastian Monka · Stefan Schmid · Yuqicheng Zhu · Jingcheng Wu · Nadeem Nazer · Steffen Staab

多模态检索与知识OpenReview

Hongkuan Zhou

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2026 顶会论文

Defect-aware Hybrid Prompt Optimization for Zero-Shot Multi-type Anomaly Detection and Segmentation

SCAIR : Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs

Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning

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