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52 Results
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Workshop
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Physics-Informed Transformer Networks Fabricio Dos Santos · Tara Akhound-Sadegh · Siamak Ravanbakhsh |
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Poster
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Tue 8:45 |
Are GATs Out of Balance? Nimrah Mustafa · Aleksandar Bojchevski · Rebekka Burkholz |
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Workshop
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Graph Neural Networks Benefit from Structural Information Provably: A Feature Learning Perspective Wei Huang · Yuan Cao · Haonan Wang · Xin Cao · Taiji Suzuki |
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Workshop
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AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals Guangyu Hu · Marat Latypov |
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Poster
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Wed 15:00 |
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network Yuting Hu · Jiajie Li · Florian Klemme · Gi-Joon Nam · Tengfei Ma · Hussam Amrouch · Jinjun Xiong |
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Workshop
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Node Mutual Information: Enhancing Graph Neural Networks for Heterophily Seongjin Choi · Gahee Kim · Se-Young Yun |
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Poster
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Thu 15:00 |
Proximity-Informed Calibration for Deep Neural Networks Miao Xiong · Ailin Deng · Pang Wei Koh · Jiaying Wu · Shen Li · Jianqing Xu · Bryan Hooi |
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Poster
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Wed 15:00 |
Lie Point Symmetry and Physics-Informed Networks Tara Akhound-Sadegh · Laurence Perreault-Levasseur · Johannes Brandstetter · Max Welling · Siamak Ravanbakhsh |
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Poster
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RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy Hongting Ye · Yalu Zheng · Yueying Li · Ke Zhang · Youyong Kong · Yonggui Yuan |
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Workshop
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DURENDAL: Graph deep learning framework for temporal heterogeneous networks Manuel Dileo · Matteo Zignani · Sabrina Gaito |
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Poster
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Tue 15:15 |
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism Xiaohan Zhao · Hualin Zhang · Zhouyuan Huo · Bin Gu |
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Workshop
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Sat 13:00 |
TANGO: Time-reversal Latent GraphODE for Multi-Agent Dynamical Systems Zijie Huang · Wanjia Zhao · Jingdong Gao · Ziniu Hu · Xiao Luo · Yadi Cao · Yuanzhou Chen · Yizhou Sun · Wei Wang |