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Poster
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Mon 7:30
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Learning Symbolic Models for Graph-structured Physical Mechanism
Hongzhi Shi · Jingtao Ding · Yufan Cao · Quanming Yao · Li Liu · Yong Li
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Workshop
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Graph-informed simulation-based inference for models of active matter
Namid Stillman · Silke Henkes · Roberto Mayor · Gilles Louppe
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Poster
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Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning
Chi Han · Qizheng He · Charles Yu · Xinya Du · Hanghang Tong · Heng Ji
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Poster
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Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems
Zhongyuan Zhao · Ananthram Swami · Santiago Segarra
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Poster
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Wed 7:30
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Relational Attention: Generalizing Transformers for Graph-Structured Tasks
Cameron Diao · Ricky Loynd
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Oral
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Wed 7:00
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Relational Attention: Generalizing Transformers for Graph-Structured Tasks
Cameron Diao · Ricky Loynd
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Poster
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Tue 7:30
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Imitating Graph-Based Planning with Goal-Conditioned Policies
Junsu Kim · Younggyo Seo · Sungsoo Ahn · Kyunghwan Son · Jinwoo Shin
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Poster
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Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks
Bowen Jin · Yu Zhang · Yu Meng · Jiawei Han
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Poster
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Tue 7:30
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Efficient Model Updates for Approximate Unlearning of Graph-Structured Data
Eli Chien · Chao Pan · Olgica Milenkovic
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Workshop
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Graph-Based Deep Learning for Sea Surface Temperature Forecasts
Ding Ning · Varvara Vetrova · Karin Bryan
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Poster
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Wed 2:30
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Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning
Deyao Zhu · Li Li · Mohamed Elhoseiny
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Poster
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Learnable Graph Convolutional Attention Networks
Adrián Javaloy · Pablo Sanchez Martin · Amit Levi · Isabel Valera
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