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Liao, Renjie

  1. 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
  2. Efficient Graph Generation with Graph Recurrent Attention Networks
    2019/10/02 by Renjie Liao, Yujia Li, Liao, Renjie +14 · 27 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
  3. 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
  4. 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
  5. Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving
    2020/02/10 by Song, Yang, Meng, Chenlin, Liao, Renjie +1 · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models
    2019/06/22 by Guangyong Chen, Chen, Guangyong, Pengfei Chen +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
  7. 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
  8. 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
  9. Scaling Forward Gradient With Local Losses
    2022/10/07 by Mengye Ren, Simon Kornblith, Ren, Mengye +5 · 9 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques #Advanced Neural Network Applications
  10. LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting
    2021/01/17 by Wenyuan Zeng, Ming Liang, Zeng, Wenyuan +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
  11. 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
  12. UPSNet: A Unified Panoptic Segmentation Network
    2019/01/12 by Xiong, Yuwen, Liao, Renjie, Zhao, Hengshuang +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Latent Variable Modelling with Hyperbolic Normalizing Flows
    2020/02/15 by Bose, Avishek Joey, Smofsky, Ariella, Liao, Renjie +2 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data
    2019/10/18 by Casas, Sergio, Gulino, Cole, Liao, Renjie +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos
    2024/07/23 by Liu, Jiahe, Qu, Youran, Yan, Qi +3 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Implicit Latent Variable Model for Scene-Consistent Motion Forecasting
    2020/07/23 by Casas, Sergio, Gulino, Cole, Suo, Simon +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
  17. DSDNet: Deep Structured self-Driving Network
    2020/08/13 by Zeng, Wenyuan, Wang, Shenlong, Liao, Renjie +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Learning to Generate Images with Perceptual Similarity Metrics
    2015/11/19 by Snell, Jake, Ridgeway, Karl, Liao, Renjie +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes
    2016/11/14 by Mengye Ren, Renjie Liao, Ren, Mengye +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
  20. Learning deep structured active contours end-to-end
    2018/03/16 by Marcos, Diego, Tuia, Devis, Kellenberger, Benjamin +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. 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
  22. Memorization Capacity of Multi-Head Attention in Transformers
    2023/06/03 by Sadegh Mahdavi, Mahdavi, Sadegh, Renjie Liao +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)
  23. EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks
    2022/08/30 by Masoud Mokhtari, Mokhtari, Masoud, Teresa S.M. Tsang +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
  24. Gaussian-Bernoulli RBMs Without Tears
    2022/10/19 by Renjie Liao, Simon Kornblith, Liao, Renjie +7 · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Music and Audio Processing
  25. Situation Recognition with Graph Neural Networks
    2017/08/14 by Li, Ruiyu, Tapaswi, Makarand, Liao, Renjie +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Understanding Short-Horizon Bias in Stochastic Meta-Optimization
    2018/03/06 by Wu, Yuhuai, Ren, Mengye, Liao, Renjie +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  27. Incremental Few-Shot Learning with Attention Attractor Networks
    2018/10/16 by Ren, Mengye, Liao, Renjie, Fetaya, Ethan +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  28. DARNet: Deep Active Ray Network for Building Segmentation
    2019/05/15 by Cheng, Dominic, Liao, Renjie, Fidler, Sanja +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis
    2023/08/25 by Masoud Mokhtari, Neda Ahmadi, Mokhtari, Masoud +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
  30. MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation
    2025/03/13 by Yuxiang Fu, Qi Yan, Fu, Yuxiang +7 · 7 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Human Motion and Animation
  31. 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
  32. Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks
    2022/11/01 by Mahdavi, Sadegh, Swersky, Kevin, Kipf, Thomas +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation
    2025/01/24 by Mahdavi, Sadegh, Li, Muchen, Liu, Kaiwen +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
    2024/04/25 by Xiaohong Liu, Liu, Xiaohong, Xiongkuo Min +123 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management
  35. Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction
    2019/10/17 by Ajay N. Jain, Sergio Casas, Jain, Ajay +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
  36. Deformable Filter Convolution for Point Cloud Reasoning
    2019/07/30 by Yuwen Xiong, Mengye Ren, Xiong, Yuwen +7 · 3 citations
    Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Numerical Analysis Techniques
  37. NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds
    2022/07/20 by Sun, Weiwei, Rebain, Daniel, Liao, Renjie +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  38. Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing
    2024/02/27 by Du, Bi'an, Gao, Xiang, Hu, Wei +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation
    2023/07/04 by Yan, Qi, Liang, Zhengyang, Song, Yang +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
    2023/07/23 by Mokhtari, Masoud, Mahdavi, Mobina, Vaseli, Hooman +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. 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
  42. Multi-scale Latent Point Consistency Models for 3D Shape Generation
    2024/12/27 by Bi'an Du, Wei Hu, Du, Bi'an +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
  43. 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
  44. 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