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Workshop
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Graph rewiring for long range-aware protein learning
Ali Hariri · Pierre Vandergheynst
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Poster
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Fri 11:00
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Robust Offline Active Learning on Graphs
Yuanchen Wu · Yubai Yuan
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Poster
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Fri 11:00
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Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
YUJIE MO · Zhihe Lu · Runpeng Yu · Xiaofeng Zhu · Xinchao Wang
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Poster
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Fri 11:00
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DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
Shangshang Yang · Mingyang Chen · Ziwen Wang · Xiaoshan Yu · Panpan Zhang · Haiping Ma · Xingyi Zhang
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Poster
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Federated Graph Learning for Cross-Domain Recommendation
Ziqi Yang · Zhaopeng Peng · Zihui Wang · Jianzhong Qi · Chaochao Chen · Weike Pan · Chenglu Wen · Cheng Wang · Xiaoliang Fan
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Poster
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Wed 11:00
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What do Graph Neural Networks learn? Insights from Tropical Geometry
Tuan Anh Pham · Vikas Garg
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Poster
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Thu 11:00
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Dissecting the Failure of Invariant Learning on Graphs
Qixun Wang · Yifei Wang · Yisen Wang · Xianghua Ying
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Oral
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Fri 10:20
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Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
Raffaele Paolino · Sohir Maskey · Pascal Welke · Gitta Kutyniok
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Poster
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Wed 16:30
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Sample Efficient Bayesian Learning of Causal Graphs from Interventions
Zihan Zhou · Muhammad Qasim Elahi · Murat Kocaoglu
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Poster
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Wed 16:30
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A Canonicalization Perspective on Invariant and Equivariant Learning
George Ma · Yifei Wang · Derek Lim · Stefanie Jegelka · Yisen Wang
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Poster
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DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach
Qian Chen · Ling Chen
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Poster
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Wed 11:00
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Stochastic contextual bandits with graph feedback: from independence number to MAS number
Yuxiao Wen · Yanjun Han · Zhengyuan Zhou
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