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17 Results
Poster
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Wed 2:30 |
Auto-Encoding Morph-Tokens for Multimodal LLM Kaihang Pan · Siliang Tang · Juncheng Li · Zhaoyu Fan · Wei Chow · Shuicheng YAN · Tat-Seng Chua · Yueting Zhuang · Hanwang Zhang |
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Poster
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Wed 4:30 |
Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces Fang Wu · Stan Z Li |
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Workshop
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Rule-Enhanced Graph Learning Ali · Abdolreza Mirzaei · Majjid Farhadi · Parmis Naddaf · Kiarash Zahirnia · Mohammad Salameh · Kevin Cannons · Richard Mar · Mingyi Wu · Oliver Schulte |
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Workshop
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Symbolic Autoencoding for Self-Supervised Sequence Learning Mohammad Hossein Amani · Nicolas Baldwin · Amin Mansouri · Martin Josifoski · Maxime Peyrard · Robert West |
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Poster
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Tue 4:30 |
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective Junwei Yang · Kangjie Zheng · Siyu Long · Zaiqing Nie · Ming Zhang · Xinyu Dai · Wei-Ying Ma · Hao Zhou |
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Poster
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Thu 2:30 |
Neuro-Visualizer: A Novel Auto-Encoder-Based Loss Landscape Visualization Method With an Application in Knowledge-Guided Machine Learning Mohannad Elhamod · Anuj Karpatne |
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Workshop
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GraphBPE: Molecular Graphs Meet Byte-Pair Encoding Yuchen Shen · Barnabás Póczos |
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Poster
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Thu 2:30 |
Quantum Positional Encodings for Graph Neural Networks Slimane Thabet · Mehdi Djellabi · Igor Sokolov · Sachin Kasture · Louis-Paul Henry · Loic Henriet |
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Poster
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Wed 4:30 |
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · Zaixi Zhang · Pin-Yu Chen |
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Poster
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Wed 4:30 |
Comparing Graph Transformers via Positional Encodings Mitchell Black · Zhengchao Wan · Gal Mishne · Amir Nayyeri · Yusu Wang |
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Poster
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Tue 2:30 |
Graph Positional and Structural Encoder Semih Cantürk · Renming Liu · Olivier Lapointe-Gagné · Vincent Létourneau · Guy Wolf · Dominique Beaini · Ladislav Rampasek |
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Workshop
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Geometric Algebra based encoding for graph prompting Sotirios Panagiotis Chytas · Rudrasis Chakraborty · Vikas Singh |