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Poster
Thu 10:30 CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation
Pardis Pashakhanloo · Aaditya Naik · Yuepeng Wang · Hanjun Dai · Petros Maniatis · Mayur Naik
Spotlight
Thu 18:30 TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
Yuzhou Chen · Ignacio Segovia-Dominguez · Baris Coskunuzer · Yulia Gel
Poster
Thu 18:30 TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
Yuzhou Chen · Ignacio Segovia-Dominguez · Baris Coskunuzer · Yulia Gel
Poster
Tue 2:30 Explainable GNN-Based Models over Knowledge Graphs
David Jaime Tena Cucala · Bernardo Grau · Egor Kostylev · Boris Motik
Poster
Mon 10:30 NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
Mikhail Galkin · Etienne Denis · Jiapeng Wu · William Hamilton
Spotlight
Mon 18:30 GreaseLM: Graph REASoning Enhanced Language Models
Xikun Zhang · Antoine Bosselut · Michihiro Yasunaga · Hongyu Ren · Percy Liang · Christopher Manning · Jure Leskovec
Poster
Mon 18:30 GreaseLM: Graph REASoning Enhanced Language Models
Xikun Zhang · Antoine Bosselut · Michihiro Yasunaga · Hongyu Ren · Percy Liang · Christopher Manning · Jure Leskovec
Poster
Wed 10:30 Neural Methods for Logical Reasoning over Knowledge Graphs
Alfonso Amayuelas · Shuai Zhang · Xi Rao · Ce Zhang
Poster
Thu 18:30 OntoProtein: Protein Pretraining With Gene Ontology Embedding
Ningyu Zhang · Zhen Bi · Xiaozhuan Liang · Siyuan Cheng · Haosen Hong · Shumin Deng · Qiang Zhang · Jiazhang Lian · Huajun Chen
Poster
Wed 18:30 Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods
Wenqing Zheng · Edward Huang · Nikhil Rao · Sumeet Katariya · Zhangyang Wang · Karthik Subbian
Poster
Tue 18:30 Inductive Relation Prediction Using Analogy Subgraph Embeddings
Jiarui Jin · Yangkun Wang · Kounianhua Du · Weinan Zhang · Zheng Zhang · David Wipf · Yong Yu · Quan Gan
Poster
Thu 10:30 Query Embedding on Hyper-Relational Knowledge Graphs
Dimitrios Alivanistos · Max Berrendorf · Michael Cochez · Mikhail Galkin