Yibo Yang

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 111

Top Venues

Publications

Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang
RAP-SAM: Towards Real-Time All-Purpose Segment Anything. CoRR (2024)
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang
Multi-Task Learning With Multi-Query Transformer for Dense Prediction. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow. Int. J. Comput. Vis. 132 (2) (2024)
Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR (2023)
Zhisheng Zhong, Jiequan Cui, Yibo Yang, Xiaoyang Wu, Xiaojuan Qi, Xiangyu Zhang, Jiaya Jia
Understanding Imbalanced Semantic Segmentation Through Neural Collapse. CVPR (2023)
Liang Xie, Yibo Yang, Deng Cai, Xiaofei He
Neural collapse inspired attraction-repulsion-balanced loss for imbalanced learning. Neurocomputing 527 (2023)
Yibo Yang, Zhengyang Shen, Huan Li, Zhouchen Lin
Optimization-inspired manual architecture design and neural architecture search. Sci. China Inf. Sci. 66 (11) (2023)
Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. CoRR (2023)
Peifeng Gao, Qianqian Xu, Yibo Yang, Peisong Wen, Huiyang Shao, Zhiyong Yang, Bernard Ghanem, Qingming Huang
Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges. CoRR (2023)
Yibo Yang, Stephan Mandt, Lucas Theis
An Introduction to Neural Data Compression. Found. Trends Comput. Graph. Vis. 15 (2) (2023)
Fengxiang Bie, Yibo Yang, Zhongzhu Zhou, Adam Ghanem, Minjia Zhang, Zhewei Yao, Xiaoxia Wu, Connor Holmes, Pareesa Ameneh Golnari, David A. Clifton, Yuxiong He, Dacheng Tao, Shuaiwen Leon Song
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model. CoRR (2023)
Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao
TransVOD: End-to-End Video Object Detection With Spatial-Temporal Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Yibo Yang, Stephan Eckstein, Marcel Nutz, Stephan Mandt
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent. CoRR (2023)
Yibo Yang, Stephan Mandt
Asymmetrically-powered Neural Image Compression with Shallow Decoders. CoRR (2023)
Liang Xie, Yibo Yang, Wenxiao Wang, Binbin Lin, Deng Cai, Xiaofei He
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment. CoRR (2023)
Ruihan Yang, Yibo Yang, Joseph Marino, Stephan Mandt
Insights From Generative Modeling for Neural Video Compression. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Chenxi Huang, Liang Xie, Yibo Yang, Wenxiao Wang, Binbin Lin, Deng Cai
Neural Collapse Inspired Federated Learning with Non-iid Data. CoRR (2023)
Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
Improving Video Instance Segmentation via Temporal Pyramid Routing. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Yuxuan Du, Yibo Yang, Tongliang Liu, Zhouchen Lin, Bernard Ghanem, Dacheng Tao
ShadowNet for Data-Centric Quantum System Learning. CoRR (2023)
Yangyang Xu, Yibo Yang, Lefei Zhang
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. CoRR (2023)
Yangyang Xu, Yibo Yang, Lefei Zhang
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. AAAI (2023)
Lingshen He, Yuxuan Chen, Zhengyang Shen, Yibo Yang, Zhouchen Lin
Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks. ICLR (2023)
Chao Xue, Wei Liu, Shuai Xie, Zhenfang Wang, Jiaxing Li, Xuyang Peng, Liang Ding, Shanshan Zhao, Qiong Cao, Yibo Yang, Fengxiang He, Bohua Cai, Rongcheng Bian, Yiyan Zhao, Heliang Zheng, Xiangyang Liu, Dongkai Liu, Daqing Liu, Li Shen, Chang Li, Shijin Zhang, Yukang Zhang, Guanpu Chen, Shixiang Chen, Yibing Zhan, Jing Zhang, Chaoyue Wang, Dacheng Tao
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System. CoRR (2023)
Yibo Yang, Stephan Eckstein, Marcel Nutz, Stephan Mandt
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent. NeurIPS (2023)
Yangyang Xu, Yibo Yang, Lefei Zhang
Multi-Task Learning with Knowledge Distillation for Dense Prediction. ICCV (2023)
Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao
Towards Open Vocabulary Learning: A Survey. CoRR (2023)
Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR (2023)
Yuxuan Du, Yibo Yang, Dacheng Tao, Min-Hsiu Hsieh
Demystify Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification. CoRR (2023)
Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning. CoRR (2023)
Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning. ICLR (2023)
Yibo Yang, Stephan Mandt
Computationally-Efficient Neural Image Compression with Shallow Decoders. ICCV (2023)
Zhisheng Zhong, Jiequan Cui, Yibo Yang, Xiaoyang Wu, Xiaojuan Qi, Xiangyu Zhang, Jiaya Jia
Understanding Imbalanced Semantic Segmentation Through Neural Collapse. CoRR (2023)
Xinke Ma, Hengfei Cui, Shuoyan Li, Yibo Yang, Yong Xia
Deformable medical image registration with global-local transformation network and region similarity constraint. Comput. Medical Imaging Graph. 108 (2023)
Shilin Xu, Xiangtai Li, Yibo Yang, Hongyang Li, Guangliang Cheng, Yunhai Tong
Query Learning of Both Thing and Stuff for Panoptic Segmentation. ICIP (2022)
Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) (2022)
Ruibin Wang, Yibo Yang, Dacheng Tao
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CVPR (2022)
Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao
TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers. CoRR (2022)
Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. CoRR (2022)
Liang Xie, Yibo Yang, Deng Cai, Xiaofei He
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning. CoRR (2022)
Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao
Do We Really Need a Learnable Classifier at the End of Deep Neural Network? CoRR (2022)
Yibo Yang, Shixiang Chen, Xiangtai Li, Liang Xie, Zhouchen Lin, Dacheng Tao
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS (2022)
Conghao Wong, Beihao Xia, Ziming Hong, Qinmu Peng, Wei Yuan, Qiong Cao, Yibo Yang, Xinge You
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums. ECCV (22) (2022)
Mufeng Tang, Yibo Yang, Yali Amit
Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks. Frontiers Comput. Neurosci. 16 (2022)
Yibo Yang, Georgios Kissas, Paris Perdikaris
Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors. CoRR (2022)
Yibo Yang, Stephan Mandt
Towards Empirical Sandwich Bounds on the Rate-Distortion Function. ICLR (2022)
Robin Wang, Yibo Yang, Dacheng Tao
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CoRR (2022)
Yibo Yang, Hong Wang, Haobo Yuan, Zhouchen Lin
Towards Theoretically Inspired Neural Initialization Optimization. NeurIPS (2022)
Yibo Yang, Stephan Mandt, Lucas Theis
An Introduction to Neural Data Compression. CoRR (2022)
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR (2022)
Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. CoRR (2022)
Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao
SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow. CoRR (2022)
Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. ECCV (27) (2022)
Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang
Eliminating Gradient Conflict in Reference-based Line-Art Colorization. ECCV (17) (2022)
Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang
Eliminating Gradient Conflict in Reference-based Line-Art Colorization. CoRR (2022)
Yibo Yang, Hong Wang, Haobo Yuan, Zhouchen Lin
Towards Theoretically Inspired Neural Initialization Optimization. CoRR (2022)
Ruihan Yang, Yibo Yang, Joseph Marino, Stephan Mandt
Insights from Generative Modeling for Neural Video Compression. CoRR (2021)
Yibo Yang, Stephan Mandt
Towards Empirical Sandwich Bounds on the Rate-Distortion Function. CoRR (2021)
Xinke Ma, Yibo Yang, Yong Xia, Dacheng Tao
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint. CoRR (2021)
Yibo Yang, Antoine Blanchard, Themistoklis P. Sapsis, Paris Perdikaris
Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs. CoRR (2021)
Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR (2021)
Ting Zhang, Ruiqing Yang, Yibo Yang, Long Li, Longqian Chen
Assessing the Urban Eco-Environmental Quality by the Remote-Sensing Ecological Index: Application to Tianjin, North China. ISPRS Int. J. Geo Inf. 10 (7) (2021)
Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search. CoRR (2021)
Gang Pang, Yibo Yang, Xavier Antoine, Shaoqiang Tang
Stability and convergence analysis of artificial boundary conditions for the Schrödinger equation on a rectangular domain. Math. Comput. 90 (332) (2021)
Tiancheng Shen, Yibo Yang, Zhouchen Lin, Mingbin Zhang
Recurrent learning with clique structures for prostate sparse-view CT artifacts reduction. IET Image Process. 15 (3) (2021)
Mufeng Tang, Yibo Yang, Yali Amit
Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks. CoRR (2021)
Ruihan Yang, Yibo Yang, Joseph Marino, Stephan Mandt
Hierarchical Autoregressive Modeling for Neural Video Compression. ICLR (2021)
Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search. CVPR (2021)
Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu, Zhouchen Lin
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation. AAAI (2020)
Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang
Explicitly Learning Topology for Differentiable Neural Architecture Search. CoRR (2020)
Yuqiao Chen, Yibo Yang, Sriraam Natarajan, Nicholas Ruozzi
Lifted Hybrid Variational Inference. IJCAI (2020)
Yibo Yang, Jianlong Wu, Hongyang Li, Xia Li, Tiancheng Shen, Zhouchen Lin
Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families. AAAI (2020)
Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding. NeurIPS (2020)
Yibo Yang, Mohamed Aziz Bhouri, Paris Perdikaris
Bayesian differential programming for robust systems identification under uncertainty. CoRR (2020)
Xia Li, Yibo Yang, Qijie Zhao, Tiancheng Shen, Zhouchen Lin, Hong Liu
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation. CoRR (2020)
Yuqiao Chen, Yibo Yang, Sriraam Natarajan, Nicholas Ruozzi
Lifted Hybrid Variational Inference. CoRR (2020)
Xia Li, Yibo Yang, Qijie Zhao, Tiancheng Shen, Zhouchen Lin, Hong Liu
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation. CVPR (2020)
Yibo Yang, Robert Bamler, Stephan Mandt
Variational Bayesian Quantization. ICML (2020)
Yibo Yang, Robert Bamler, Stephan Mandt
Improving Inference for Neural Image Compression. NeurIPS (2020)
Ruihan Yang, Yibo Yang, Joseph Marino, Stephan Mandt
Hierarchical Autoregressive Modeling for Neural Video Compression. CoRR (2020)
Songsong Ji, Gang Pang, Jiwei Zhang, Yibo Yang, Paris Perdikaris
Exact artificial boundary conditions of 1D semi-discretized peridynamics. CoRR (2020)
Yibo Yang, Robert Bamler, Stephan Mandt
Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding. CoRR (2020)
Yibo Yang, Robert Bamler, Stephan Mandt
Improving Inference for Neural Image Compression. CoRR (2020)
Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding. CoRR (2020)
Yibo Yang, Jianlong Wu, Hongyang Li, Xia Li, Tiancheng Shen, Zhouchen Lin
Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families. CoRR (2019)
Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu, Zhouchen Lin
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation. CoRR (2019)
Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin, Hong Liu
Expectation-Maximization Attention Networks for Semantic Segmentation. CoRR (2019)
Bin Yang, Xu Ji, Xiaosong Ma, Xiyang Wang, Tianyu Zhang, Xiupeng Zhu, Nosayba El-Sayed, Haidong Lan, Yibo Yang, Jidong Zhai, Weiguo Liu, Wei Xue
End-to-end I/O Monitoring on a Leading Supercomputer. NSDI (2019)
Yongzhi Wang, Yulong Shen, Cuicui Su, Ke Cheng, Yibo Yang, Anter Faree, Yao Liu
CFHider: Control Flow Obfuscation with Intel SGX. INFOCOM (2019)
Yibo Yang, Paris Perdikaris
Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems. CoRR (2019)
Georgios Kissas, Yibo Yang, Eileen Hwuang, Walter R. Witschey, John A. Detre, Paris Perdikaris
Machine learning in cardiovascular flows modeling: Predicting pulse wave propagation from non-invasive clinical measurements using physics-informed deep learning. CoRR (2019)
Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin, Hong Liu
Expectation-Maximization Attention Networks for Semantic Segmentation. ICCV (2019)
Yibo Yang, Paris Perdikaris
Adversarial uncertainty quantification in physics-informed neural networks. J. Comput. Phys. 394 (2019)
Hao Xiong, Yuanzhen Guo, Yibo Yang, Nicholas Ruozzi
One-Shot Inference in Markov Random Fields. UAI (2019)
Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin
Optimization Algorithm Inspired Deep Neural Network Structure Design. CoRR (2018)
Qianyu Ji, Yibo Yang, JunJing Zhang, Yunsong Yan, Zhijian Zhang, Jian Wang
Network Packet Capturing System for Communication Simulation in Smart Grid. CSPS (1) (2018)
Yibo Yang, Paris Perdikaris
Physics-informed deep generative models. CoRR (2018)
Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin
Optimization Algorithm Inspired Deep Neural Network Structure Design. ACML (2018)
Yibo Yang, Zhisheng Zhong, Tiancheng Shen, Zhouchen Lin
Convolutional Neural Networks with Alternately Updated Clique. CoRR (2018)
Zhisheng Zhong, Tiancheng Shen, Yibo Yang, Zhouchen Lin, Chao Zhang
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution. CoRR (2018)
Yibo Yang, Nicholas Ruozzi, Vibhav Gogate
Scalable Neural Network Compression and Pruning Using Hard Clustering and L1 Regularization. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yibo Yang