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17 Results

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Poster
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
Poster
Wed 4:30 Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces
Fang Wu · Stan Z Li
Workshop
Rule-Enhanced Graph Learning
Ali · Abdolreza Mirzaei · Majjid Farhadi · Parmis Naddaf · Kiarash Zahirnia · Mohammad Salameh · Kevin Cannons · Richard Mar · Mingyi Wu · Oliver Schulte
Workshop
Symbolic Autoencoding for Self-Supervised Sequence Learning
Mohammad Hossein Amani · Nicolas Baldwin · Amin Mansouri · Martin Josifoski · Maxime Peyrard · Robert West
Poster
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
Poster
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
Workshop
GraphBPE: Molecular Graphs Meet Byte-Pair Encoding
Yuchen Shen · Barnabás Póczos
Poster
Thu 2:30 Quantum Positional Encodings for Graph Neural Networks
Slimane Thabet · Mehdi Djellabi · Igor Sokolov · Sachin Kasture · Louis-Paul Henry · Loic Henriet
Poster
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
Poster
Wed 4:30 Comparing Graph Transformers via Positional Encodings
Mitchell Black · Zhengchao Wan · Gal Mishne · Amir Nayyeri · Yusu Wang
Poster
Tue 2:30 Graph Positional and Structural Encoder
Semih Cantürk · Renming Liu · Olivier Lapointe-Gagné · Vincent Létourneau · Guy Wolf · Dominique Beaini · Ladislav Rampasek
Workshop
Geometric Algebra based encoding for graph prompting
Sotirios Panagiotis Chytas · Rudrasis Chakraborty · Vikas Singh