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228 Results
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Poster
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Thu 14:00 |
Long Range Graph Benchmark Vijay Prakash Dwivedi · Ladislav Rampášek · Michael Galkin · Ali Parviz · Guy Wolf · Anh Tuan Luu · Dominique Beaini |
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Poster
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Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs Yongqiang Chen · Yonggang Zhang · Yatao Bian · Han Yang · MA Kaili · Binghui Xie · Tongliang Liu · Bo Han · James Cheng |
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Poster
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Wed 14:00 |
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen · Pushkar Mishra · Luca Franceschi · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel |
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Poster
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Wed 14:00 |
Analyzing Data-Centric Properties for Graph Contrastive Learning Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan |
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Poster
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Thu 9:00 |
Pure Transformers are Powerful Graph Learners Jinwoo Kim · Dat Nguyen · Seonwoo Min · Sungjun Cho · Moontae Lee · Honglak Lee · Seunghoon Hong |
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Poster
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Wed 14:00 |
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs Sohir Maskey · Ron Levie · Yunseok Lee · Gitta Kutyniok |
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Poster
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M2N: Mesh Movement Networks for PDE Solvers Wenbin Song · Mingrui Zhang · Joseph G Wallwork · Junpeng Gao · Zheng Tian · Fanglei Sun · Matthew Piggott · Junqing Chen · Zuoqiang Shi · Xiang Chen · Jun Wang |
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Poster
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Thu 14:00 |
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs Kay Liu · Yingtong Dou · Yue Zhao · Xueying Ding · Xiyang Hu · Ruitong Zhang · Kaize Ding · Canyu Chen · Hao Peng · Kai Shu · Lichao Sun · Jundong Li · George H Chen · Zhihao Jia · Philip S Yu |
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Workshop
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A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs Claudia Vanea · Jonathan Campbell · Omri Dodi · Liis Salumäe · Karen Meir · Drorith Hochner · Hagit Hochner · Triin Laisk · Linda Ernst · Cecilia Lindgren · Christoffer Nellaker |
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Poster
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TwiBot-22: Towards Graph-Based Twitter Bot Detection Shangbin Feng · Zhaoxuan Tan · Herun Wan · Ningnan Wang · Zilong Chen · Binchi Zhang · Qinghua Zheng · Wenqian Zhang · Zhenyu Lei · Shujie Yang · Xinshun Feng · Qingyue Zhang · Hongrui Wang · Yuhan Liu · Yuyang Bai · Heng Wang · Zijian Cai · Yanbo Wang · Lijing Zheng · Zihan Ma · Jundong Li · Minnan Luo |
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Poster
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Thu 9:00 |
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison |
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Poster
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Thu 14:00 |
Revisiting Heterophily For Graph Neural Networks Sitao Luan · Chenqing Hua · Qincheng Lu · Jiaqi Zhu · Mingde Zhao · Shuyuan Zhang · Xiao-Wen Chang · Doina Precup |