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Adapters for Enhanced Modeling of Multilingual Knowledge and Text


Oct 26, 2022
Yifan Hou, Wenxiang Jiao, Meizhen Liu, Carl Allen, Zhaopeng Tu, Mrinmaya Sachan

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* Our code, models, and data (e.g., integration corpus and extended datasets) are available: https://github.com/yifan-h/Multilingual_Space 

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Mirror Complementary Transformer Network for RGB-thermal Salient Object Detection


Jul 07, 2022
Xiurong Jiang, Lin Zhu, Yifan Hou, Hui Tian

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A Representation Learning Framework for Property Graphs


Jun 27, 2022
Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang

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* This paper is published in KDD 2019. Code can be found here: https://github.com/yifan-h/PGE 

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Measuring and Improving the Use of Graph Information in Graph Neural Networks


Jun 27, 2022
Yifan Hou, Jian Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang

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* This paper has been published in ICLR 2020. Code and Dataset can be found here: https://github.com/yifan-h/CS-GNN 

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Understanding Knowledge Integration in Language Models with Graph Convolutions


Feb 15, 2022
Yifan Hou, Guoji Fu, Mrinmaya Sachan

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* Code is available: https://github.com/yifan-h/GCS_KI 

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Contact Mode Guided Motion Planning for Dexterous Manipulation


May 30, 2021
Xianyi Cheng, Eric Huang, Yifan Hou, Matthew T. Mason

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Bird's Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach


May 25, 2021
Yifan Hou, Mrinmaya Sachan

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* Accepted for publication at ACL 2021. This is the camera ready version. Our implementation is available in https://github.com/yifan-h/Graph_Probe-Birds_Eye 

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