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29 Results

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Poster
Wed 9:00 A Practical, Progressively-Expressive GNN
Lingxiao Zhao · Neil Shah · Leman Akoglu
Poster
Tue 14:00 Ordered Subgraph Aggregation Networks
Chendi Qian · Gaurav Rattan · Floris Geerts · Mathias Niepert · Christopher Morris
Poster
Tue 9:00 Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
Anders Aamand · Justin Chen · Piotr Indyk · Shyam Narayanan · Ronitt Rubinfeld · Nicholas Schiefer · Sandeep Silwal · Tal Wagner
Poster
Thu 9:00 Your Transformer May Not be as Powerful as You Expect
Shengjie Luo · Shanda Li · Shuxin Zheng · Tie-Yan Liu · Liwei Wang · Di He
Poster
Wed 9:00 Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
Daeha Kim · Byung Cheol Song
Poster
Wed 14:00 Universally Expressive Communication in Multi-Agent Reinforcement Learning
Matthew Morris · Thomas D Barrett · Arnu Pretorius
Poster
Thu 14:00 Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries
Fabrizio Frasca · Beatrice Bevilacqua · Michael Bronstein · Haggai Maron
Poster
Thu 9:00 Power and limitations of single-qubit native quantum neural networks
Zhan Yu · Hongshun Yao · Mujin Li · Xin Wang
Poster
Tue 14:00 Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
Poster
Thu 9:00 Can Push-forward Generative Models Fit Multimodal Distributions?
Antoine Salmona · Valentin De Bortoli · Julie Delon · Agnes Desolneux
Poster
Learning Expressive Meta-Representations with Mixture of Expert Neural Processes
Qi Wang · Herke van Hoof
Poster
Tue 9:00 CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets
Md Mofijul Islam · Reza Mirzaiee · Alexi Gladstone · Haley Green · Tariq Iqbal