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415 Results
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Poster
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Wed 15:00 |
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman Jiarui Feng · Lecheng Kong · Hao Liu · Dacheng Tao · Fuhai Li · Muhan Zhang · Yixin Chen |
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Poster
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Tue 8:45 |
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ϵ-Greedy Exploration Shuai Zhang · Hongkang Li · Meng Wang · Miao Liu · Pin-Yu Chen · Songtao Lu · Songtao Lu · Sijia Liu · Keerthiram Murugesan · Subhajit Chaudhury |
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Workshop
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Exploring the Potential of Large Language Models (LLMs) in Learning on Graph Zhikai Chen · Haitao Mao · Hang Li · Wei Jin · Hongzhi Wen · Xiaochi Wei · Shuaiqiang Wang · Dawei Yin · Wenqi Fan · Hui Liu · Jiliang Tang |
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Poster
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Tue 15:15 |
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise Abdullah Alomar · Munther Dahleh · Sean Mann · Devavrat Shah |
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Poster
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Wed 8:45 |
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network Lecheng Kong · Jiarui Feng · Hao Liu · Dacheng Tao · Yixin Chen · Muhan Zhang |
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Poster
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Wed 8:45 |
Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces Joseph Costello · Hisham Temmar · Luis Cubillos · Matthew Mender · Dylan Wallace · Matt Willsey · Parag Patil · Cynthia Chestek |
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Poster
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Tue 8:45 |
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network Tristan Deleu · Mizu Nishikawa-Toomey · Jithendaraa Subramanian · Nikolay Malkin · Laurent Charlin · Yoshua Bengio |
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Poster
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Thu 8:45 |
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition Nicolas Menet · Michael Hersche · Geethan Karunaratne · Luca Benini · Abu Sebastian · Abbas Rahimi |
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Workshop
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Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification Kwangje Baeg · Hyeopwoo Lee · Yeomin Yoon · Jongmo Kim |
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Workshop
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Self-supervised Low-rank plus Sparse Network for Radial MRI Reconstruction Andrei Mancu · Wenqi Huang · Gastao da Cruz · Daniel Rueckert · Kerstin Hammernik |
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Poster
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Thu 8:45 |
A Fractional Graph Laplacian Approach to Oversmoothing Sohir Maskey · Raffaele Paolino · Aras Bacho · Gitta Kutyniok |
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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 |