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626 Results
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Poster
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Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers Jinsong Chen · Hanpeng Liu · John Hopcroft · Kun He |
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Poster
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Wed 11:00 |
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert |
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Poster
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Wed 16:30 |
ARC: A Generalist Graph Anomaly Detector with In-Context Learning Yixin Liu · Shiyuan Li · Yu Zheng · Qingfeng Chen · Chengqi Zhang · Shirui Pan |
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Poster
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Fri 11:00 |
A Structure-Aware Framework for Learning Device Placements on Computation Graphs Shukai Duan · Heng Ping · Nikos Kanakaris · Xiongye Xiao · Panagiotis Kyriakis · Nesreen K. Ahmed · Peiyu Zhang · Guixiang Ma · Mihai Capotă · Shahin Nazarian · Theodore Willke · Paul Bogdan |
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Workshop
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Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes Jesse He · Helen Jenne · Herman Chau · Davis Brown · Mark Raugas · Sara Billey · Henry Kvinge |
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Poster
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Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images Junxian Wu · Xinyi Ke · XIAOMING JIANG · Huanwen Wu · Youyong Kong · Lizhi Shao |
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Workshop
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Graph Representation of Local Environments for Learning High-Entropy Alloy Properties Hengrui Zhang · Ruishu Huang · Jie Chen · James Rondinelli · Wei Chen |
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Poster
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Wed 16:30 |
ProG: A Graph Prompt Learning Benchmark Chenyi Zi · Haihong Zhao · Xiangguo Sun · Yiqing Lin · Hong Cheng · Jia Li |
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Poster
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Unified Graph Augmentations for Generalized Contrastive Learning on Graphs Jiaming Zhuo · Yintong Lu · Hui Ning · Kun Fu · bingxin niu · Dongxiao He · Chuan Wang · Yuanfang Guo · Zhen Wang · Xiaochun Cao · Liang Yang |
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Workshop
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Cell ontology guided transcriptome foundation model XINYU YUAN · Zhihao Zhan · Zuobai Zhang · Manqi Zhou · Jianan Zhao · Boyu Han · Yue Li · Jian Tang |
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Workshop
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Relational Deep Learning: Graph Representation Learning on Relational Databases Joshua Robinson · Rishabh Ranjan · Weihua Hu · Kexin Huang · Jiaqi Han · Alejandro Dobles · Matthias Fey · Jan Eric Lenssen · Yiwen Yuan · Zecheng Zhang · Xinwei He · Jure Leskovec |
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Poster
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Fri 16:30 |
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed Katherine Tieu · Dongqi Fu · Yada Zhu · Hendrik Hamann · Jingrui He |