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163 Results
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Workshop
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Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network Seungwoong Ha · Hawoong Jeong |
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Poster
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Learning Physical Dynamics with Subequivariant Graph Neural Networks Jiaqi Han · Wenbing Huang · Hengbo Ma · Jiachen Li · Josh Tenenbaum · Chuang Gan |
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Poster
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Tue 14:00 |
MGNNI: Multiscale Graph Neural Networks with Implicit Layers Juncheng Liu · Bryan Hooi · Kenji Kawaguchi · Xiaokui Xiao |
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Poster
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Wed 9:00 |
Learning Bipartite Graphs: Heavy Tails and Multiple Components José Vinícius de Miranda Cardoso · Jiaxi Ying · Daniel Palomar |
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Workshop
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Conditional Invariances for Conformer Invariant Protein Representations Balasubramaniam Srinivasan · Vassilis Ioannidis · Soji Adeshina · Mayank Kakodkar · George Karypis · Bruno Ribeiro |
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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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Wed 9:00 |
Graph Self-supervised Learning with Accurate Discrepancy Learning Dongki Kim · Jinheon Baek · Sung Ju Hwang |
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Workshop
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Fri 14:00 |
The Largest Knowledge Graph in Materials Science - Entities, Relations, and Link Prediction through Graph Representation Learning Vineeth Venugopal · Sumit Pai · Elsa Olivetti |
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Poster
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Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds Zhiyu Zhu · Junhui Hou · Xianqiang Lyu |
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Poster
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Thu 14:00 |
DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning Seungjae Lee · Jigang Kim · Inkyu Jang · H. Jin Kim |
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Poster
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Wed 14:00 |
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga · Antoine Bosselut · Hongyu Ren · Xikun Zhang · Christopher D Manning · Percy Liang · Jure Leskovec |
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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 |