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Poster
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Wed 16:30
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Robust Graph Neural Networks via Unbiased Aggregation
Zhichao Hou · Ruiqi Feng · Tyler Derr · Xiaorui Liu
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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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Workshop
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Sparsely Connected Layers for Financial Tabular Data
Mohammed Abdulrahman · Yin Wang · Hui Chen
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Workshop
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Theoretical Insights into Line Graph Transformation on Graph Learning
Fan Yang · Xingyue Huang
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Poster
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Wed 16:30
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FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
Zihan Tan · Guancheng Wan · Wenke Huang · Mang Ye
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Poster
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Thu 11:00
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Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures
YADONG SUN · Xiaofeng Cao · Yu Wang · Wei Ye · Jingcai Guo · Qing Guo
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Poster
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Wed 11:00
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Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks
Shikuang Deng · Yuhang Wu · KANGRUI DU · Shi Gu
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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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Poster
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Thu 11:00
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ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks
Yuezhu Xu · S Sivaranjani
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Poster
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Fri 16:30
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A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness
Yuri Kinoshita · Taro Toyoizumi
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Poster
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Fri 16:30
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Improved Particle Approximation Error for Mean Field Neural Networks
Atsushi Nitanda
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Poster
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Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning
Zhixiang Shen · Shuo Wang · Zhao Kang
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