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Renjie Liao

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An Information-Theoretic Framework for Out-of-Distribution Generalization

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Mar 29, 2024
Wenliang Liu, Guanding Yu, Lele Wang, Renjie Liao

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Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing

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Feb 27, 2024
Bi'an Du, Xiang Gao, Wei Hu, Renjie Liao

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Joint Generative Modeling of Scene Graphs and Images via Diffusion Models

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Jan 02, 2024
Bicheng Xu, Qi Yan, Renjie Liao, Lele Wang, Leonid Sigal

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GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis

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Aug 25, 2023
Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao

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EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms

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Jul 23, 2023
Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao

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SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation

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Jul 19, 2023
Qi Yan, Zhengyang Liang, Yang Song, Renjie Liao, Lele Wang

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Memorization Capacity of Multi-Head Attention in Transformers

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Jun 03, 2023
Sadegh Mahdavi, Renjie Liao, Christos Thrampoulidis

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Specformer: Spectral Graph Neural Networks Meet Transformers

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Mar 02, 2023
Deyu Bo, Chuan Shi, Lele Wang, Renjie Liao

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Self-Supervised Relation Alignment for Scene Graph Generation

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Feb 02, 2023
Bicheng Xu, Renjie Liao, Leonid Sigal

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