Renjie Liao
University of Toronto
H-index: 38
North America-Canada
Top articles of Renjie Liao
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Self-supervised relation alignment for scene graph generation | Bicheng Xu Renjie Liao Leonid Sigal | 2024 | |
Revisiting the Equivalence of In-Context Learning and Gradient Descent: The Impact of Data Distribution | Sadegh Mahdavi Renjie Liao Christos Thrampoulidis | 2024/4/14 | |
An Information-Theoretic Framework for Out-of-Distribution Generalization | arXiv preprint arXiv:2403.19895 | Wenliang Liu Guanding Yu Lele Wang Renjie Liao | 2024/3/29 |
Systems and Methods for Latent Distribution Modeling for Scene-Consistent Motion Forecasting | 2023/12/12 | ||
Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing | arXiv preprint arXiv:2402.17464 | Bi'an Du Xiang Gao Wei Hu Renjie Liao | 2024/2/27 |
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models | arXiv preprint arXiv:2401.01130 | Bicheng Xu Qi Yan Renjie Liao Lele Wang Leonid Sigal | 2024/1/2 |
Neuralbf: Neural bilateral filtering for top-down instance segmentation on point clouds | Weiwei Sun Daniel Rebain Renjie Liao Vladimir Tankovich Soroosh Yazdani | 2023 | |
Memorization capacity of multi-head attention in transformers | arXiv preprint arXiv:2306.02010 | Sadegh Mahdavi Renjie Liao Christos Thrampoulidis | 2023/6/3 |
Vlc-bert: Visual question answering with contextualized commonsense knowledge | Sahithya Ravi Aditya Chinchure Leonid Sigal Renjie Liao Vered Shwartz | 2023 | |
GraphPNAS: Learning Probabilistic Graph Generators for Neural Architecture Search | Transactions on Machine Learning Research | Muchen Li Jeffrey Yunfan Liu Leonid Sigal Renjie Liao | 2023/5/23 |
Systems and Methods for Actor Motion Forecasting within a Surrounding Environment of an Autonomous Vehicle | 2023/11/2 | ||
Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same | 2024/1/11 | ||
Gemtrans: A general, echocardiography-based, multi-level transformer framework for cardiovascular diagnosis | Masoud Mokhtari Neda Ahmadi Teresa SM Tsang Purang Abolmaesumi Renjie Liao | 2023/10/8 | |
Deep learning analysis of endometrial histology as a promising tool to predict the chance of pregnancy after frozen embryo transfers | Journal of Assisted Reproduction and Genetics | Tiantian Li Renjie Liao Crystal Chan Ellen M Greenblatt | 2023/4 |
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms | Masoud Mokhtari Mobina Mahdavi Hooman Vaseli Christina Luong Purang Abolmaesumi | 2023/10/1 | |
Specformer: Spectral graph neural networks meet transformers | The Eleventh International Conference on Learning Representations | Deyu Bo Chuan Shi Lele Wang Renjie Liao | 2023/3/2 |
Swingnn: Rethinking permutation invariance in diffusion models for graph generation | arXiv preprint arXiv:2307.01646 | Qi Yan Zhengyang Liang Yang Song Renjie Liao Lele Wang | 2023/7/4 |
Graph neural networks: graph generation | Graph Neural Networks: Foundations, Frontiers, and Applications | Renjie Liao | 2022 |
Towards better out-of-distribution generalization of neural algorithmic reasoning tasks | Transactions on Machine Learning Research (TMLR) | Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis | 2022/11/1 |
Graph neural networks for node classification | Graph Neural Networks: Foundations, Frontiers, and Applications | Jian Tang Renjie Liao | 2022 |
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