百晓学者学者目录

杨轶

副教授、博士生导师、教授，清华大学

精选作品

期刊论文

2026

AI赋能的粮食安全情报服务：影响因素、服务模式与实现路径

刘彦辉，杨轶，周红磊，张海涛

《情报理论与实践》，Vol. 49, No. 4

下载原文

2024

三方博弈下网络空间信息失序治理动态演化机制研究

苏欣宇，张海涛，张可欣，杨轶

《图书与情报》，No. 4

下载原文

2024

Improving Bird's Eye View Semantic Segmentation by Task Decomposition

Tian-Hao Zhao, Yongcan Chen, Yu Wu, Tianyang Liu, Bo Du, Peilun Xiao, Shi Qiu, Hongda Yang, Guozheng Li, Yi Yang, Yu-Tian Lin

Computer Vision and Pattern Recognition

DOI

2024

Progressive Point Cloud Denoising with Cross-Stage Cross-Coder Adaptive Edge Graph Convolution Network

Wu Chen, He-He Fan, Qiu-Ping Jiang, Chao Huang, Yi Yang

ACM Multimedia

DOI

2023

Collaborative Content-Dependent Modeling: A Return to the Roots of Salient Object Detection

Si-Yu Jiao, Vidit Goel, Shant Navasardyan, Zongxin Yang, L. Khachatryan, Yi Yang, Yun-Chao Wei, Yao Zhao, Humphrey Shi

IEEE Transactions on Image Processing

DOI

2022

Decoupling Features in Hierarchical Propagation for Video Object Segmentation

Zongxin Yang, Yi Yang

Neural Information Processing Systems

DOI

2022

PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences

Hehe Fan, Xin Yu, Yuhang Ding, Yi Yang, Mohan Kankanhalli

International Conference on Learning Representations

DOI

2022

Scalable Multi-object Identification for Video Object Segmentation

Zongxin Yang, Jiaxu Miao, Xiaohan Wang, Yun-Chao Wei, Yi Yang

2021

Rich Embedding Features for One-Shot Semantic Segmentation

Xiao-Lin Zhang, Yun-Chao Wei, Zhao Li, C. Yan, Yi Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search

Chuchu Han, Zhedong Zheng, Changxin Gao, N. Sang, Yi Yang

AAAI Conference on Artificial Intelligence

DOI

2021

Category-Level Adversarial Adaptation for Semantic Segmentation Using Purified Features

Yawei Luo, Ping Liu, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation

Yuhang Ding, Xin Yu, Yi Yang

AAAI Conference on Artificial Intelligence

DOI

2021

AINet+: Advancing Superpixel Segmentation via Cascaded Association Implantation

Yaxiong Wang, Yun-Chao Wei, Yu-Jiao Wu, X. Qian, Li Zhu, Yi Yang

2021

Associating Objects with Transformers for Video Object Segmentation

Zongxin Yang, Yun-Chao Wei, Yi Yang

Neural Information Processing Systems

2021

Robust Vehicle Re-identification via Rigid Structure Prior

Minyue Jiang, Xuanmeng Zhang, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Er-Rui Ding, Yi Yang

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2021

Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying

Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang

IEEE Transactions on Cybernetics

DOI

2021

Temporal Cross-Layer Correlation Mining for Action Recognition

Linchao Zhu, Hehe Fan, Yawei Luo, Ming-Liang Xu, Yi Yang

IEEE transactions on multimedia

DOI

2021

PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid Structure-from-Motion

H. Zeng, Yuchao Dai, Xin Yu, Xiaohan Wang, Yi Yang

IEEE International Conference on Computer Vision

DOI

2021

Point Cloud Pre-training by Mixing and Disentangling

Chao Sun, Zhedong Zheng, Xiaohan Wang, Ming-Liang Xu, Yi Yang

arXiv.org

2021

RFNet: Region-aware Fusion Network for Incomplete Multi-modal Brain Tumor Segmentation

Yuhang Ding, Xin Yu, Yi Yang

IEEE International Conference on Computer Vision

DOI

2021

VidFace: A Full-Transformer Solver for Video FaceHallucination with Unaligned Tiny Snapshots

Y. Gan, Yawei Luo, Xin Yu, Bang Zhang, Yi Yang

arXiv.org

2021

DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency

Zongxin Yang, Xin Yu, Yi Yang

Computer Vision and Pattern Recognition

DOI

2021

Decoupled Spatial Temporal Graphs for Generic Visual Grounding

Qi Feng, Yun-Chao Wei, Ming-Ming Cheng, Yi Yang

arXiv.org

2021

ReGO: Reference-Guided Outpainting for Scenery Image

Yaxiong Wang, Yun-Chao Wei, X. Qian, Li Zhu, Yi Yang

IEEE Transactions on Image Processing

DOI

2021

Discriminative Feature Learning for Thorax Disease Classification in Chest X-ray Images

Q. Guan, Yaping Huang, Yawei Luo, Ping Liu, Ming-Liang Xu, Yi Yang

IEEE Transactions on Image Processing

DOI

2021

Generating Superpixels for High-resolution Images with Decoupled Patch Calibration

Yaxiong Wang, Yun-Chao Wei, X. Qian, Li Zhu, Yi Yang

arXiv.org

2021

Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar

Peike Li, Xin Yu, Yi Yang

IEEE International Conference on Computer Vision

DOI

2021

Unsupervised Visual Representation Learning via Dual-Level Progressive Similar Instance Selection

Hehe Fan, Ping Liu, Ming-Liang Xu, Yi Yang

IEEE Transactions on Cybernetics

DOI

2021

Connecting Language and Vision for Natural Language-Based Vehicle Retrieval

Shuai Bai, Zhedong Zheng, Xiaohan Wang, Jun-Yang Lin, Zhu Zhang, Chang Zhou, Hong-Xia Yang, Yi Yang

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2021

Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes

Jian-Wei Zhang, Lei Lv, Yawei Luo, H. Feng, Yi Yang, Wei Chen

arXiv.org

2021

Adaptive Boosting for Domain Adaptation: Toward Robust Predictions in Scene Segmentation

Zhedong Zheng, Yi Yang

IEEE Transactions on Image Processing

DOI

2021

Improving Weakly Supervised Object Localization via Causal Intervention

Fei-Fei Shao, Yawei Luo, Li Zhang, Lu Ye, Siliang Tang, Yi Yang, Jun Xiao

ACM Multimedia

DOI

2021

Removing Raindrops and Rain Streaks in One Go

Rui-Jie Quan, Xin Yu, Yuanzhi Liang, Yi Yang

Computer Vision and Pattern Recognition

DOI

2021

Domain Consensus Clustering for Universal Domain Adaptation

Guangrui Li, G. Kang, Yi Zhu, Yun-Chao Wei, Yi Yang

Computer Vision and Pattern Recognition

DOI

2021

Few-Shot Segmentation via Cycle-Consistent Transformer

Geng-Wei Zhang, G. Kang, Yun-Chao Wei, Yi Yang

Neural Information Processing Systems

2021

Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos

Hehe Fan, Yi Yang, Mohan Kankanhalli

Computer Vision and Pattern Recognition

DOI

2021

Weakly Supervised Person Search with Region Siamese Networks

Chuchu Han, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, N. Sang, Yi Yang, Chang-Hu Wang

IEEE International Conference on Computer Vision

DOI

2021

Understanding Atomic Hand-Object Interaction With Human Intention

Hehe Fan, Tao Zhuo, Xin Yu, Yi Yang, Mohan Kankanhalli

IEEE transactions on circuits and systems for video technology (Print)

DOI

2020

Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation

G. Kang, Lu Jiang, Yun-Chao Wei, Yi Yang, Alexander G. Hauptmann

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration

Zongxin Yang, Yun-Chao Wei, Yi Yang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Person Tube Retrieval via Language Description

Hehe Fan, Yi Yang

AAAI Conference on Artificial Intelligence

DOI

2020

Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation

Zhedong Zheng, Yi Yang

International Journal of Computer Vision

DOI

2020

Dynamic Inference: A New Approach Toward Efficient Video Action Recognition

Wenhao Wu, Dong-Liang He, Xiao Tan, Shifeng Chen, Yi Yang, Shi-Lei Wen

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2020

DONet: Dual Objective Networks for Skin Lesion Segmentation

Yaxiong Wang, Yun-Chao Wei, X. Qian, Li Zhu, Yi Yang

arXiv.org

2020

Hierarchical Temporal Modeling With Mutual Distance Matching for Video Based Person Re-Identification

Peike Li, Pingbo Pan, Ping Liu, Ming-Liang Xu, Yi Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2020

Query Attack via Opposite-Direction Feature:Towards Robust Image Retrieval.

Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu

2020

Content-Consistent Matching for Domain Adaptive Semantic Segmentation

Guangrui Li, G. Kang, Wu Liu, Yun-Chao Wei, Yi Yang

European Conference on Computer Vision

DOI

2020

Omni-supervised Facial Expression Recognition via Distilled Data

Ping Liu, Yun-Chao Wei, Zi-Bo Meng, Wei-Hong Deng, Joey Tianyi Zhou, Yi Yang

2020

When Humans Meet Machines: Towards Efficient Segmentation Networks

Peike Li, Xuanyi Dong, Xin Yu, Yi Yang

British Machine Vision Conference

DOI

2020

Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective

Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiaoping Tan, Er-Rui Ding, Yi Yang

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2020

Inter-Image Communication for Weakly Supervised Localization

Xiao-Lin Zhang, Yun-Chao Wei, Yi Yang

European Conference on Computer Vision

DOI

2020

Collaborative Video Object Segmentation by Foreground-Background Integration

Zongxin Yang, Yun-Chao Wei, Yi Yang

European Conference on Computer Vision

DOI

2020

Consistent Structural Relation Learning for Zero-Shot Segmentation

Peike Li, Yun-Chao Wei, Yi Yang

Neural Information Processing Systems

2020

Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation

G. Kang, Yun-Chao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann

Neural Information Processing Systems

2020

Meta Parsing Networks: Towards Generalized Few-shot Scene Parsing with Adaptive Metric Learning

Peike Li, Yun-Chao Wei, Yi Yang

ACM Multimedia

DOI

2020

Person Re-identification in the 3D Space

Zhedong Zheng, Yi Yang

arXiv.org

2020

Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps

Xiao-Lin Zhang, Yun-Chao Wei, Yi Yang, Fei Wu

arXiv.org

2020

Thorax disease classification with attention guided convolutional neural network

Q. Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang

Pattern Recognition Letters

DOI

2020

Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation

Yawei Luo, Ping Liu, Tao Guan, Junqing Yu, Yi Yang

Neural Information Processing Systems

2020

Memory Aggregation Networks for Efficient Interactive Video Object Segmentation

Jiaxu Miao, Yun-Chao Wei, Yi Yang

Computer Vision and Pattern Recognition

DOI

2020

University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization

Zhedong Zheng, Yun-Chao Wei, Yi Yang

ACM Multimedia

DOI

2020

Each Part Matters: Local Patterns Facilitate Cross-View Geo-Localization

Tingyu Wang, Zhedong Zheng, C. Yan, Ji-Yong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2020

Bayesian query expansion for multi-camera person re-identification

Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang

Pattern Recognition Letters

DOI

2020

Sketch-Guided Scenery Image Outpainting

Yaxiong Wang, Yun-Chao Wei, X. Qian, Li Zhu, Yi Yang

IEEE Transactions on Image Processing

DOI

2020

Point Adversarial Self-Mining: A Simple Method for Facial Expression Recognition

Ping Liu, Yuewei Lin, Zi-Bo Meng, Lu Lu, Wei-Hong Deng, Joey Tianyi Zhou, Yi Yang

IEEE Transactions on Cybernetics

DOI

2019

Unsupervised Scene Adaptation with Memory Regularization in vivo

Zhedong Zheng, Yi Yang

International Joint Conference on Artificial Intelligence

DOI

2019

Learning Part-based Convolutional Features for Person Re-Identification

Yifan Sun, Liang Zheng, Yali Li, Yi Yang, Q. Tian, Shengjin Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2019

A Refined 3D Pose Dataset for Fine-Grained Object Categories

Yaming Wang, Xiao Tan, Yi Yang, Ziyu Li, Xiao Liu, Feng Zhou, L. Davis

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)

DOI

2019

Recognizing Part Attributes With Insufficient Data

Xiangyu Zhao, Yi Yang, Feng Zhou, Xiao Tan, Yu-Chen Yuan, Yingze Bao, Ying Wu

IEEE International Conference on Computer Vision

DOI

2019

A Deconvolutional Bottom-up Deep Network for multi-person pose estimation

Meng Li, Hao-Qian Wang, Yongbing Zhang, Yi Yang

International Symposium on Telecommunications

DOI

2019

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification

Zhun Zhong, Liang Zheng, Zhiming Luo, Shao-Zi Li, Yi Yang

Computer Vision and Pattern Recognition

DOI

2019

Going Deeper Into Embedding Learning for Video Object Segmentation

Zongxin Yang, Peike Li, Qianyu Feng, Yun-Chao Wei, Yi Yang

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)

DOI

2019

Contrastive Adaptation Network for Unsupervised Domain Adaptation

G. Kang, Lu Jiang, Yi Yang, Alexander Hauptmann

Computer Vision and Pattern Recognition

DOI

2019

Modality-Invariant Image-Text Embedding for Image-Sentence Matching

Ruo-Yu Liu, Yao Zhao, Shi-Kui Wei, Liang Zheng, Yi Yang

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2019

Very Long Natural Scenery Image Prediction by Outpainting

Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shui-Cheng Yan

IEEE International Conference on Computer Vision

DOI

2019

Dual Embedding Learning for Video Instance Segmentation

Qianyu Feng, Zongxin Yang, Peike Li, Yun-Chao Wei, Yi Yang

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)

DOI

2019

Significance-Aware Information Bottleneck for Domain Adaptive Semantic Segmentation

Yawei Luo, Ping Liu, Tao Guan, Junqing Yu, Yi Yang

IEEE International Conference on Computer Vision

DOI

2019

Joint Discriminative and Generative Learning for Person Re-Identification

Zhedong Zheng, Xiao-Dong Yang, Zhi-Ding Yu, Liang Zheng, Yi Yang, J. Kautz

Computer Vision and Pattern Recognition

DOI

2019

CamStyle: A Novel Data Augmentation Method for Person Re-Identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shao-Zi Li, Yi Yang

IEEE Transactions on Image Processing

DOI

2018

3D Pose Estimation for Fine-Grained Object Categories

Yaming Wang, Xiao Tan, Yi Yang, Xiao Liu, Er-Rui Ding, Feng Zhou, L. Davis

ECCV Workshops

DOI

2018

SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation

Xiao-Lin Zhang, Yun-Chao Wei, Yi Yang, Thomas Huang

IEEE Transactions on Cybernetics

DOI

2018

Similarity-preserving Image-image Domain Adaptation for Person Re-identification

Weijian Deng, Liang Zheng, Qi-Xiang Ye, Yi Yang, Jian-Bin Jiao

arXiv.org

2018

On the Large-Scale Transferability of Convolutional Neural Networks

Liang Zheng, Yali Zhao, Shengjin Wang, Jing-Dong Wang, Yi Yang, Q. Tian

Pacific-Asia Conference on Knowledge Discovery and Data Mining

DOI

2018

Adversarial Complementary Learning for Weakly Supervised Object Localization

Xiao-Lin Zhang, Yun-Chao Wei, Jiashi Feng, Yi Yang, Thomas S. Huang

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

DOI

2018

Open Set Adversarial Examples

Zhedong Zheng, Liang Zheng, Zhi-Lan Hu, Yi Yang

arXiv.org

2018

Macro-Micro Adversarial Network for Human Parsing

Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang

European Conference on Computer Vision

DOI

2018

Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning

Yawei Luo, R. Ji, Tao Guan, Junqing Yu, Ping Liu, Yi Yang

Pattern Recognition

DOI

2018

Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation

Yawei Luo, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang

Computer Vision and Pattern Recognition

DOI

2018

Self-produced Guidance for Weakly-supervised Object Localization

Xiao-Lin Zhang, Yun-Chao Wei, G. Kang, Yi Yang, Thomas Huang

European Conference on Computer Vision

DOI

2018

Generalizing a Person Retrieval Model Hetero- and Homogeneously

Zhun Zhong, Liang Zheng, Shao-Zi Li, Yi Yang

European Conference on Computer Vision

DOI

2017

Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, G. Kang, Shao-Zi Li, Yi Yang

AAAI Conference on Artificial Intelligence

DOI

2017

Learning Temporal Context for Correlation Tracking with Scale Estimation

Yuhao Cui, Hao-Qian Wang, Xingzheng Wang, Yi Yang

Pacific Rim Conference on Multimedia

DOI

2017

Dynamic Computational Time for Visual Attention

Zhichao Li, Yi Yang, Xiao Liu, Feng Zhou, Shi-Lei Wen, Wei Xu

2017 IEEE International Conference on Computer Vision Workshops (ICCVW)

DOI

2017

Accurate saliency detection based on depth feature of 3D images

Hao-Qian Wang, Bing Yan, Xingzheng Wang, Yongbing Zhang, Yi Yang

Multimedia tools and applications

DOI

2017

Camera Style Adaptation for Person Re-identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shao-Zi Li, Yi Yang

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

DOI

2017

Dual-path Convolutional Image-Text Embeddings with Instance Loss

Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Ming-Liang Xu, Yi-Dong Shen

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2017

Beyond Part Models: Person Retrieval with Refined Part Pooling

Yifan Sun, Liang Zheng, Yi Yang, Q. Tian, Shengjin Wang

European Conference on Computer Vision

DOI

2017

Improving Person Re-identification by Attribute and Identity Learning

Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhi-Lan Hu, C. Yan, Yi Yang

Pattern Recognition

DOI

2017

A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval

Ruo-Yu Liu, Yao Zhao, Liang Zheng, Shi-Kui Wei, Yi Yang

arXiv.org

2017

Pedestrian Alignment Network for Large-scale Person Re-Identification

Zhedong Zheng, Liang Zheng, Yi Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2017

Unsupervised Person Re-identification

Hehe Fan, Liang Zheng, C. Yan, Yi Yang

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2017

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro

Zhedong Zheng, Liang Zheng, Yi Yang

IEEE International Conference on Computer Vision

DOI

2016

SIFT Meets CNN: A Decade Survey of Instance Retrieval

Liang Zheng, Yi Yang, Q. Tian

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2016

Fine-Grained Recognition with Automatic and Efficient Part Attention

Xiao Liu, Tian Xia, Jiang Wang, Yi Yang, Feng Zhou, Yuanqing Lin

2016

Fully Convolutional Attention Networks for Fine-Grained Recognition

Xiao Liu, Tian Xia, Jiang Wang, Yi Yang, Feng Zhou, Yuanqing Lin

2016

Multiple Object Tracking Based on Faster-RCNN Detector and KCF Tracker

Fan Bu, Ying-Jie Cai, Yi Yang

2016

A Discriminatively Learned CNN Embedding for Person Reidentification

Zhedong Zheng, Liang Zheng, Yi Yang

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2016

Person Re-identification: Past, Present and Future

Liang Zheng, Yi Yang, Alexander Hauptmann

arXiv.org

2016

Person Re-identification in the Wild

Liang Zheng, Heng-Heng Zhang, Shaoyan Sun, Manmohan Chandraker, Yi Yang, Q. Tian

Computer Vision and Pattern Recognition

DOI

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