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Poster
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Tue 8:45
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Language Semantic Graph Guided Data-Efficient Learning
Wenxuan Ma · Shuang Li · lincan Cai · Jingxuan Kang
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Workshop
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GraphRAG: Reasoning on Graphs with Retrieval-Augmented LLMs
Zhen Han · Anand Muralidhar · Aditya Degala
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Poster
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Tue 15:15
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Outlier-Robust Gromov-Wasserstein for Graph Data
Lemin Kong · Jiajin Li · Jianheng Tang · Anthony Man-Cho So
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Workshop
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Can LLMs Effectively Leverage Graph Structural Information: When and Why
Jin Huang · Xingjian Zhang · Qiaozhu Mei · Jiaqi Ma
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Workshop
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scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data
Rui Yang · Wenrui Dai · Chenglin Li · Junni Zou · Dapeng Wu · Hongkai Xiong
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Poster
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Tue 8:45
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A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
Xingyue Huang · Miguel Romero · Ismail Ceylan · Pablo Barceló
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Poster
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Thu 8:45
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Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data
Jang-Hyun Kim · Sangdoo Yun · Hyun Oh Song
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Poster
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Wed 15:00
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Graph Convolutional Kernel Machine versus Graph Convolutional Networks
Zhihao Wu · Zhao Zhang · Jicong Fan
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Poster
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Wed 15:00
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Deep Insights into Noisy Pseudo Labeling on Graph Data
Botao WANG · Jia Li · Yang Liu · Jiashun Cheng · Yu Rong · Wenjia Wang · Fugee Tsung
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Poster
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Thu 8:45
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Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks
Jiarong Xu · Renhong Huang · XIN JIANG · Yuxuan Cao · Carl Yang · Chunping Wang · YANG YANG
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Workshop
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Sat 8:20
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Topological Deep Learning: Going Beyond Graph Data
Mustafa Hajij
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Workshop
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Elucidating the Relationship Between Climate Change and Poverty using Graph Neural Networks, Ensemble Models, and Remote Sensing Data
Parinthapat Pengpun · Alessandro Salatiello
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