Renjie Liao
- Learning Lane Graph Representations for Motion Forecasting
2020/07/27 by Ming Liang, Bin Yang, Liang, Ming +11 · 26 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Efficient Graph Generation with Graph Recurrent Attention Networks
2019/10/02 by Renjie Liao, Liao, Renjie, Yujia Li +14 · 27 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
- Detail-revealing Deep Video Super-resolution
2017/04/10 by Xin Tao, Tao, Xin, Hongyun Gao +7 · 14 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- LanczosNet: Multi-Scale Deep Graph Convolutional Networks
2019/01/06 by Renjie Liao, Liao, Renjie, Zhizhen Zhao +5 · 25 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Brain Tumor Detection and Classification
- Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models
2019/06/22 by Guangyong Chen, Pengfei Chen, Chen, Guangyong +21 · 11 citations
Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Metabolomics and Mass Spectrometry Studies
- Specformer: Spectral Graph Neural Networks Meet Transformers
2023/03/02 by Deyu Bo, Chuan Shi, Bo, Deyu +5 · 11 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
- Reviving and Improving Recurrent Back-Propagation
2018/03/16 by Renjie Liao, Liao, Renjie, Yuwen Xiong +13 · 6 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Scaling Forward Gradient With Local Losses
2022/10/07 by Mengye Ren, Ren, Mengye, Simon Kornblith +5 · 9 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques #Advanced Neural Network Applications
- LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting
2021/01/17 by Wenyuan Zeng, Zeng, Wenyuan, Ming Liang +5 · 7 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Robotics (cs.RO) #Time Series Analysis and Forecasting
- A PAC-Bayesian Approach to Generalization Bounds for Graph Neural\n Networks
2020/12/14 by Renjie Liao, Raquel Urtasun, Liao, Renjie +3 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes
2016/11/14 by Mengye Ren, Ren, Mengye, Renjie Liao +7 · 5 citations
Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #Seismic Imaging and Inversion Techniques #Model Reduction and Neural Networks
- UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
2025/04/17 by Guanlong Jiao, Jiao, Guanlong, Huang, Biqing +4 · 14 citations
Computer Science · Medicine · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Model Reduction and Neural Networks
- Memorization Capacity of Multi-Head Attention in Transformers
2023/06/03 by Sadegh Mahdavi, Renjie Liao, Mahdavi, Sadegh +3 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks
2022/08/30 by Masoud Mokhtari, Teresa S.M. Tsang, Mokhtari, Masoud +5 · 5 citations
Medicine · #Cardiac Imaging and Diagnostics #Cardiovascular Function and Risk Factors #FOS: Computer and information sciences #FOS: Electrical engineering #Hemodynamic Monitoring and Therapy #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Gaussian-Bernoulli RBMs Without Tears
2022/10/19 by Renjie Liao, Liao, Renjie, Simon Kornblith +7 · 4 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Music and Audio Processing
- GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis
2023/08/25 by Masoud Mokhtari, Mokhtari, Masoud, Neda Ahmadi +7 · 3 citations
Medicine · #Cardiac Imaging and Diagnostics #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques
- MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation
2025/03/13 by Yuxiang Fu, Fu, Yuxiang, Qi Yan +7 · 7 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Human Motion and Animation
- VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge
2022/10/24 by Sahithya Ravi, Ravi, Sahithya, Aditya Chinchure +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction
2019/10/17 by Ajay N. Jain, Jain, Ajay, Sergio Casas +11 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
- Deformable Filter Convolution for Point Cloud Reasoning
2019/07/30 by Yuwen Xiong, Xiong, Yuwen, Mengye Ren +7 · 3 citations
Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Numerical Analysis Techniques
- SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
2024/10/03 by Yongxing Zhang, Donglin Yang, Zhang, Yongxing +3 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
- Multi-scale Latent Point Consistency Models for 3D Shape Generation
2024/12/27 by Bi'an Du, Du, Bi'an, Wei Hu +3 · 2 citations
Engineering · Computer Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction #3D Surveying and Cultural Heritage
- DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation
2019/09/27 by Xiaohui Zeng, Zeng, Xiaohui, Renjie Liao +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques
- TrajFlow: Multi-modal Motion Prediction via Flow Matching
2025/06/10 by Qi Yan, Yan, Qi, Brian Zhang +19 · 2 citations
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation