百晓学者学者目录

高跃

副教授，清华大学

精选作品

期刊论文

2026

脑结构—功能耦合超图神经网络

雷孟奇，韩向敏，李思奇，高跃

《中国图象图形学报》

2026

Knowledge-Embedded Hypergraph Neural Networks

Yi-Fan Feng, Yi-Fan Zhang, Shao-Yi Du, Shi-Hui Ying, Zong-Ze Wu, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Hypergraph Neural Networks: Theoretical Foundations and Applications.

Yue Gao, Yi-Fan Feng, Xiangmin Han, Juan Wang, Shao-Yi Du, Shi-Hui Ying

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

HGNNv2: Stable Hypergraph Neural Networks

Yue Gao, Jielong Yan, Yi-Fan Feng, Xiangmin Han, Shi-Hui Ying, Zong-Ze Wu, Han Hu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Hypergraph as Language

Mengqi Lei, G. Xie, Shi-Hui Ying, Shao-Yi Du, Jun-Hai Yong, Chuan Shi, Ling Tian, Si-Qi Li, Yue Gao

arXiv.org

DOI

2026

H 3 Former: Hypergraph-Based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification

Yongji Zhang, Siqi Li, Kuiyang Huang, Yue Gao, Yu Lian Jiang

IEEE Transactions on Image Processing

DOI

2026

Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation

Rizhuo Huang, Yifan Feng, Rundong Xue, Shihui Ying, Jun‐Hai Yong, Chuan Shi, Shaoyi Du, Yue Gao

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

RegDepth: Unifying Monocular Depth Estimation for Iterative Image-to-Point Cloud Registration

Lin Bie, Siqi Li, Xue Zhou, Zongze Wu, Yue Gao

IEEE Transactions on Multimedia

DOI

2025

超图计算

高跃

2025

Self-Supervised Hypergraph Training Framework via Structure-Aware Learning

Yifan Feng, Shiquan Liu, Shi-Hui Ying, Shao-Yi Du, Zong-Ze Wu, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Hypergraph Foundation Model

Yue Gao, Yi-Fan Feng, Shiquan Liu, Xiangmin Han, Shao-Yi Du, Zong-Ze Wu, Han Hu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Hypergraph-Based Remaining Prototype Alignment for Open-Set Cross-Domain Image Retrieval

Yang Xu, Yifan Feng, Xiao-Pin Zhong, Yue Gao, Zongze Wu

IEEE transactions on multimedia

DOI

2025

YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception

Mengqi Lei, Si-Qi Li, Yihong Wu, Han Hu, You Zhou, Xinhu Zheng, Guiguang Ding, Shao-Yi Du, Zong-Ze Wu, Yue Gao

arXiv.org

DOI

2025

Residual Fuzzy Alignment on Hypergraph for Open-Set 3D Cross-Modal Retrieval

Yang Xu, Yifan Feng, Xu Zhuang, Jason Wang, Zong-Ze Wu, Yue Gao

IEEE transactions on multimedia

DOI

2025

Hypergraph-Based High-Order Correlation Analysis for Large-Scale Long-Tailed Data Classification

Xiangmin Han, Yubo Zhang, Shihui Ying, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

A Tutorial on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide

Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2025

DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis

Rundong Xue, Hao Hu, Zeyu Zhang, Xiangmin Han, Juan Wang, Yue Gao, Shaoyi Du

Lecture notes in computer science

DOI

2025

Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI

Rundong Xue, Xiangmin Han, Hao Hu, Zeyu Zhang, Shaoyi Du, Yue Gao

Lecture notes in computer science

DOI

2025

Hypergraph-Guided Federated Distillation Learning for Efficient and Robust Multi-center fMRI Data Analysis

Tao Jin, Yidan Xu, Yuhan Gao, Xichun Sheng, Chenggang Clarence Yan, Yaoqi Sun, Xiangmin Han, Yue Gao

Lecture notes in computer science

DOI

2025

Multimodal Hypergraph Guide Learning for Non-invasive CcRCC Survival Prediction

Jielong Yan, Xiangmin Han, Jieyi Zhao, Yue Gao

Lecture notes in computer science

DOI

2024

面向大规模数据的高效超图神经网络

吉书仪，魏宇轩，戴琼海，高跃

《中国科学:信息科学》

2024

HyperDefect-YOLO: Enhance YOLO with HyperGraph Computation for Industrial Defect Detection

Zuo Zuo, Jiahao Dong, Yue Gao, Zong-Ze Wu

arXiv.org

DOI

2024

Penalized Flow Hypergraph Local Clustering

Hao Zhong, Yubo Zhang, C. Yan, Zu-Xing Xuan, Ting Yu, Ji Zhang, Shi-Hui Ying, Yue Gao

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

Correction: Multi-source-free Domain Adaptive Object Detection

Sicheng Zhao, Huizai Yao, Chuang Lin, Yue Gao, Guiguang Ding

International Journal of Computer Vision

DOI

2024

Multi-source-free Domain Adaptive Object Detection

Sicheng Zhao, Huizai Yao, Chuang Lin, Yue Gao, Guiguang Ding

International Journal of Computer Vision

DOI

2024

A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide

Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2024

Inter-intra High-Order Brain Network for ASD Diagnosis via Functional MRIs

Xiangmin Han, Rundong Xue, Shaoyi Du, Yue Gao

Lecture notes in computer science

DOI

2024

PathoTune: Adapting Visual Foundation Model to Pathological Specialists

Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang

Lecture notes in computer science

DOI

2024

ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIs

Huijian Zhou, Zhiqiang Tian, Xiangmin Han, Shaoyi Du, Yue Gao

Lecture notes in computer science

DOI

2023

Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe Outliers

Runzhao Yao, S. Du, Wenting Cui, Ai-Xue Ye, Feng Wen, Hong-Bo Zhang, Zhi-Qiang Tian, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2023

GAME: GAussian Mixture Error-based meta-learning architecture

Jin Dong, Jun Shi, Yue Gao, Shi-Hui Ying

Neural computing & applications (Print)

DOI

2023

Variance-Aware Bi-Attention Expression Transformer for Open-Set Facial Expression Recognition in the Wild

Junjie Zhu, B. Luo, Ao Sun, Jinghang Tan, Xibin Zhao, Yue Gao

ACM International Conference on Multimedia (ACM MM)

DOI

2022

HGNN+: General Hypergraph Neural Networks

Yue Gao, Yi-Fan Feng, Shuyi Ji, Rong-Rong Ji

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival Prediction

Donglin Di, C. Zou, Yi-Fan Feng, Haiyan Zhou, R. Ji, Qionghai Dai, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet

Nan Wang, Shaohui Lin, Xiao-Xiao Li, Ke Li, Yun-Hang Shen, Yue Gao, Li-Zhuang Ma

IEEE Transactions on Medical Imaging

DOI

2022

3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds

Junsheng Zhou, Xin Wen, Baorui Ma, Yu-Shen Liu, Yue Gao, Yi Fang, Zhi-Zhong Han

IEEE International Conference on Robotics and Automation

DOI

2022

Deepwalk-aware graph convolutional networks

Taisong Jin, Huaqiang Dai, Liu-Juan Cao, Bao-Chang Zhang, Fei-Yue Huang, Yue Gao, Rong-Rong Ji

Science China Information Sciences

DOI

2022

STORM: Structure-Based Overlap Matching for Partial Point Cloud Registration

Yujie Wang, Chenggang Yan, Yutong Feng, Shaoyi Du, Qionghai Dai, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

SHREC’22 track: Open-Set 3D Object Retrieval

Yifan Feng, Yue Gao, Xibin Zhao, Yandong Guo, Nihar Bagewadi, Nhat-Tan Bui, Hieu Trong Dao, Shankar Gangisetty, Ripeng Guan, Han Xie, Cong Hua, Chidambar Hunakunti, Yu Ze Jiang, Shichao Jiao, Yuqi Ke, Liqun Kuang, An-An Liu, Dinh-Huan Nguyen, Hai-Dang Nguyen, Weizhi Nie, Bang-Dang Pham, Karthik Raikar, Qingmei Tang, Minh–Triet Tran, Jialong Wan, Chenggang Clarence Yan, Haoxuan You, Difei Zhu

Computers & Graphics

DOI

2021

DAN: Deep-Attention Network for 3D Shape Recognition

Wei-Zhi Nie, Yue Zhao, Dan Song, Yue Gao

IEEE Transactions on Image Processing

DOI

2021

Heterogeneous Hypergraph Variational Autoencoder for Link Prediction

Haoyi Fan, Feng-Bin Zhang, Yuxuan Wei, Zuo-Yong Li, C. Zou, Yue Gao, Qiong-Hai Dai

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

View-Guided Point Cloud Completion

Xuancheng Zhang, Yutong Feng, Siqi Li, C. Zou, Hai Wan, Xi-Bin Zhao, Yandong Guo, Yue Gao

Computer Vision and Pattern Recognition

DOI

2021

Multi-Scale Representation Learning on Hypergraph for 3D Shape Retrieval and Recognition

Junjie Bai, Biao Gong, Yining Zhao, Fuqiang Lei, C. Yan, Yue Gao

IEEE Transactions on Image Processing

DOI

2021

RGB-D Point Cloud Registration Based on Salient Object Detection

Teng Wan, S. Du, Wenting Cui, Runzhao Yao, Yuyan Ge, Ce Li, Yue Gao, Nanning Zheng

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Domain General Face Forgery Detection by Learning to Weight

Ke Sun, Hong Liu, Qi-Xiang Ye, Yue Gao, Jianzhuang Liu, Ling Shao, Rong-Rong Ji

AAAI Conference on Artificial Intelligence

DOI

2021

ReCU: Reviving the Dead Weights in Binary Neural Networks

Zihan Xu, Mingbao Lin, Jianzhuang Liu, Jie Chen, Ling Shao, Yue Gao, Yong-Hong Tian, Rong-Rong Ji

IEEE International Conference on Computer Vision

DOI

2021

Remote sensing scene classification based on high-order graph convolutional network

Yue Gao, Jun Shi, Jun Li, Ruoyu Wang

European Journal of Remote Sensing

DOI

2021

3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection

He Wang, Yezhen Cong, Or Litany, Yue Gao, Leonidas J. Guibas

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Survey on Facial Expression Recognition: History, Applications, and Challenges

Xibin Zhao, Junjie Zhu, Bingjun Luo, Yue Gao

IEEE Multimedia

DOI

2021

Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation

Xiangyu Li, Gongning Luo, Wei Wang, Kuanquan Wang, Yue Gao, Shuo Li

IEEE Journal of Biomedical and Health Informatics

DOI

2021

Incremental Learning on Growing Graphs

Yutong Feng, Jianwen Jiang, Yue Gao

2020

Hypergraph Learning: Methods and Practices

Yue Gao, Zizhao Zhang, Haojie Lin, Xi-Bin Zhao, S. Du, C. Zou

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Deep Correlated Joint Network for 2-D Image-Based 3-D Model Retrieval

Wei-Zhi Nie, An-An Liu, Si-Cheng Zhao, Yue Gao

IEEE Transactions on Cybernetics

DOI

2020

Deep Multi-View Enhancement Hashing for Image Retrieval

C. Yan, Biao Gong, Yuxuan Wei, Yue Gao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Robust rigid registration algorithm based on pointwise correspondence and correntropy

S. Du, Guang-Lin Xu, Sirui Zhang, Xue-Tao Zhang, Yue Gao, Ba-Dong Chen

Pattern Recognition Letters

DOI

2020

Kullback–Leibler Divergence Metric Learning

Shuyi Ji, Zizhao Zhang, Shi-Hui Ying, Lie-Jun Wang, Xi-Bin Zhao, Yue Gao

IEEE Transactions on Cybernetics

DOI

2020

Hamming Embedding Sensitivity Guided Fusion Network for 3D Shape Representation

Biao Gong, C. Yan, Junjie Bai, C. Zou, Yue Gao

IEEE Transactions on Image Processing

DOI

2020

IExpressNet: Facial Expression Recognition with Incremental Classes

Jun-Jie Zhu, Bingjun Luo, Si-Cheng Zhao, Shi-Hui Ying, Xi-Bin Zhao, Yue Gao

ACM Multimedia

DOI

2020

Research on Face Recognition Based on Vertex Energy Minimum Patterns

Jinyi Qiao, Ping Yang, Yue Gao, Yuanzhuo Yuan, Feng-Gen Guo, Zizhao Wu

DOI

2020

Ranking-Based Survival Prediction on Histopathological Whole-Slide Images

Donglin Di, Shengrui Li, Jun Zhang, Yue Gao

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2020

Hypergraph Label Propagation Network

Yu-Bo Zhang, Nan Wang, Yufeng Chen, C. Zou, Hai Wan, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2020

Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network

Jiayi Ji, Yunpeng Luo, Xiao-Shuai Sun, Fu-Hai Chen, Gen Luo, Yong-Jian Wu, Yue Gao, Rong-Rong Ji

AAAI Conference on Artificial Intelligence

DOI

2020

Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question Answering

Jianwen Jiang, Ziqiang Chen, Haojie Lin, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2020

Dual Channel Hypergraph Collaborative Filtering

Shuyi Ji, Yi-Fan Feng, Rong-Rong Ji, Xi-Bin Zhao, Wanwan Tang, Yue Gao

Knowledge Discovery and Data Mining

DOI

2020

Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning

Si-Cheng Zhao, Gui-Guang Ding, Yue Gao, Xin Zhao, You-Bao Tang, J. Han, Hong-Xun Yao, Qingming Huang

IEEE Transactions on Affective Computing

DOI

2020

Attention-based Multi-modal Fusion Network for Semantic Scene Completion

Siqi Li, C. Zou, Yipeng Li, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2020

Multi-Atlas Segmentation of Anatomical Brain Structures Using Hierarchical Hypergraph Learning

Pei Dong, Yanrong Guo, Yue Gao, P. Liang, Yonghong Shi, Guo-Rong Wu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

CoBigICP: Robust and Precise Point Set Registration using Correntropy Metrics and Bidirectional Correspondence

Peng Yin, Di Wang, S. Du, Shihui Ying, Yue Gao, Nanning Zheng

IEEE/RJS International Conference on Intelligent RObots and Systems

DOI

2019

Desktop Action Recognition From First-Person Point-of-View

Minjie Cai, Feng Lu, Yue Gao

IEEE Transactions on Cybernetics

DOI

2019

Plenty is Plague: Fine-Grained Learning for Visual Question Answering

Yi-Yi Zhou, Rong-Rong Ji, Xiao-Shuai Sun, Jinsong Su, De-Yu Meng, Yue Gao, Chunhua Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2019

Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE Loss

Yang Yang, Dandan Fan, S. Du, Mu-Yi Wang, Ba-Dong Chen, Yue Gao

IEEE Transactions on Cybernetics

DOI

2019

Correntropy-Induced Robust Low-Rank Hypergraph

Taisong Jin, R. Ji, Yue Gao, Xiao-Shuai Sun, Xi-Bin Zhao, D. Tao

IEEE Transactions on Image Processing

DOI

2019

Physiological Signals-based Emotion Recognition via High-order Correlation Learning

Jun-Jie Zhu, Yuxuan Wei, Yi-Fan Feng, Xi-Bin Zhao, Yue Gao

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

DOI

2019

A Deep Reinforcement Learning Framework for Frame-by-Frame Plaque Tracking on Intravascular Optical Coherence Tomography Image

Gongning Luo, Suyu Dong, Kuanquan Wang, Dong Zhang, Yue Gao, Xin Chen, Heng-Gui Zhang, S. Li

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2019

Emotion Recognition from Physiological Signals using Multi-Hypergraph Neural Networks

Jun-Jie Zhu, Xi-Bin Zhao, Han Hu, Yue Gao

IEEE International Conference on Multimedia and Expo

DOI

2019

MLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval

Jianwen Jiang, Di Bao, Ziqiang Chen, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2019

Hyper-Clique Graph Matching and Applications

Wei-Zhi Nie, An-An Liu, Yue Gao, Yu-Ting Su

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

DOI

2019

Transform matrix Conv Vertex Features Mul Conv Hyperedge

Jianwen Jiang, Yuxuan Wei, Yi-Fan Feng, Jingxuan Cao, Yue Gao

2019

Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals

Si-Cheng Zhao, Amir Gholaminejad, Gui-Guang Ding, Yue Gao, J. Han, K. Keutzer

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2019

Cross-Modality Microblog Sentiment Prediction via Bi-Layer Multimodal Hypergraph Learning

Rong-Rong Ji, Fu-Hai Chen, Liu-Juan Cao, Yue Gao

IEEE transactions on multimedia

DOI

2019

Hypergraph-Induced Convolutional Networks for Visual Classification

Heyuan Shi, Yu-Bo Zhang, Zizhao Zhang, Nan Ma, Xi-Bin Zhao, Yue Gao, Jiaguang Sun

IEEE Transactions on Neural Networks and Learning Systems

DOI

2019

Exploring High-Order Correlations for Industry Anomaly Detection

Nan Wang, Zizhao Zhang, Xi-Bin Zhao, Quan Miao, Rong-Rong Ji, Yue Gao

IEEE transactions on industrial electronics (1982. Print)

DOI

2019

RGB-D point cloud registration via infrared and color camera

Teng Wan, S. Du, Yiting Xu, Guang-Lin Xu, Zuo-Yong Li, Ba-Dong Chen, Yue Gao

Multimedia tools and applications

DOI

2019

Robust ℓ2-Hypergraph and its applications

Taisong Jin, Zheng-Tao Yu, Yue Gao, Sheng-Xiang Gao, Xiao-Shuai Sun, Cui-Hua Li

Information Sciences

DOI

2019

Dynamic Hypergraph Neural Networks

Jianwen Jiang, Yuxuan Wei, Yi-Fan Feng, Jingxuan Cao, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2019

DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval

Zhengyue Huang, Zhehui Zhao, Heng Zhou, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2019

Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation

Hong Liu, Rong-Rong Ji, Jie Li, Bao-Chang Zhang, Yue Gao, Yong-Jian Wu, Fei-Yue Huang

IEEE International Conference on Computer Vision

DOI

2018

Inductive Multi-Hypergraph Learning and Its Application on View-Based 3D Object Classification

Zizhao Zhang, Haojie Lin, Xi-Bin Zhao, R. Ji, Yue Gao

IEEE Transactions on Image Processing

DOI

2018

View-Based 3-D Model Retrieval: A Benchmark

An-An Liu, Wei-Zhi Nie, Yue Gao, Yu-Ting Su

IEEE Transactions on Cybernetics

DOI

2018

GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition

Yi-Fan Feng, Zizhao Zhang, Xi-Bin Zhao, R. Ji, Yue Gao

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

DOI

2018

PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition

Haoxuan You, Yi-Fan Feng, R. Ji, Yue Gao

ACM Multimedia

DOI

2018

Word Dictionary Emoticon Dictionary SentiBank : ANP Detector Library Microblog with labeled sentiment Testing microblogs Update Update W Update g

Rong-Rong Ji, Fu-Hai Chen, Liu-Juan Cao, Yue Gao

2018

Predicting Microblog Sentiments via Weakly Supervised Multimodal Deep Learning

Fu-Hai Chen, R. Ji, Jinsong Su, Donglin Cao, Yue Gao

IEEE transactions on multimedia

DOI

2018

Building Correspondence Based on Matching Triangles for Partial Registration

Yiting Xu, S. Du, Teng Wan, Yang Yang, Ba-Dong Chen, Yue Gao

IEEE International Conference on Systems, Man and Cybernetics

DOI

2018

MeshNet: Mesh Neural Network for 3D Shape Representation

Yutong Feng, Yi-Fan Feng, Haoxuan You, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2018

EMD Metric Learning

Zizhao Zhang, Yu-Bo Zhang, Xi-Bin Zhao, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2018

Node Feature Transform Node Feature Node Feature Hyperedge Feature Node Feature Edge Feature Gathering Node Feature Aggregating N

Yi-Fan Feng, Hao-Xuan You, Zizhao Zhang, R. Ji, Yue Gao

2018

Hypergraph Neural Networks

Yi-Fan Feng, Haoxuan You, Zizhao Zhang, R. Ji, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2018

Personality-Aware Personalized Emotion Recognition from Physiological Signals

Si-Cheng Zhao, Gui-Guang Ding, J. Han, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2018

Iterative Metric Learning for Imbalance Data Classification

Nan Wang, Xi-Bin Zhao, Yu Jiang, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2018

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition

Haoxuan You, Yi-Fan Feng, Xi-Bin Zhao, C. Zou, R. Ji, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2018

Cross Diffusion on Multi-hypergraph for Multi-modal 3D Object Recognition

Zizhao Zhang, Haojie Lin, Jun-Jie Zhu, Xi-Bin Zhao, Yue Gao

Pacific Rim Conference on Multimedia

DOI

2018

Hypergraph Learning With Cost Interval Optimization

Xi-Bin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2018

Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction

Teng Wan, S. Du, Yiting Xu, Guang-Lin Xu, Yang Yang, Yue Gao, Ba-Dong Chen

IEEE International Conference on Systems, Man and Cybernetics

DOI

2018

Dynamic Hypergraph Structure Learning

Zizhao Zhang, Haojie Lin, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2018

Universal Perturbation Attack Against Image Retrieval

Jie Li, R. Ji, Hong Liu, Xiao-Peng Hong, Yue Gao, Q. Tian

IEEE International Conference on Computer Vision

DOI

2018

Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid

Sheng-Chuan Zhang, R. Ji, Jie Hu, Yue Gao, Chia-Wen Lin

International Joint Conference on Artificial Intelligence

DOI

2018

Beyond Pairwise Matching: Person Reidentification via High-Order Relevance Learning

Xi-Bin Zhao, Nan Wang, Yu-Bo Zhang, S. Du, Yue Gao, Jiaguang Sun

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

Precise Point Set Registration Using Point-to-Plane Distance and Correntropy for LiDAR Based Localization

Guang-Lin Xu, S. Du, Dixiao Cui, Sirui Zhang, Ba-Dong Chen, Xue-Tao Zhang, Jian-Ru Xue, Yue Gao

2018 IEEE Intelligent Vehicles Symposium (IV)

DOI

2017

Zero-Shot Learning With Transferred Samples

Yuchen Guo, Gui-Guang Ding, J. Han, Yue Gao

IEEE Transactions on Image Processing

DOI

2017

Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression

Si-Cheng Zhao, Hong-Xun Yao, Yue Gao, R. Ji, Gui-Guang Ding

IEEE transactions on multimedia

DOI

2017

Synthesizing Samples for Zero-shot Learning

Yuchen Guo, Gui-Guang Ding, J. Han, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2017

Bike Football Cup Bird Computer Car Dicycle Seen Unseen Hashing Model Similar ?

Yuchen Guo, Gui-Guang Ding, Jungong Han, Yue Gao

2017

Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion

Si-Cheng Zhao, Gui-Guang Ding, Yue Gao, J. Han

International Joint Conference on Artificial Intelligence

DOI

2017

Active Learning with Cross-Class Similarity Transfer

Yuchen Guo, Gui-Guang Ding, Yue Gao, J. Han

AAAI Conference on Artificial Intelligence

DOI

2017

SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing

Yuchen Guo, Gui-Guang Ding, J. Han, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2017

TUCH: Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets

Xin Zhao, Gui-Guang Ding, Yuchen Guo, J. Han, Yue Gao

International Joint Conference on Artificial Intelligence

DOI

2017

Elephant Panda Lion Dolphin Dog Monkey ... ... Classes Elephant Dolphin Lion Classifier Training Data Synthesizing Prediction

Yuchen Guo, Gui-Guang Ding, J. Han, Yue Gao

2017

Learning Visual Emotion Distributions via Multi-Modal Features Fusion

Si-Cheng Zhao, Gui-Guang Ding, Yue Gao, J. Han

ACM Multimedia

DOI

2017

Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels

Yuchen Guo, Gui-Guang Ding, J. Han, Yue Gao

AAAI Conference on Artificial Intelligence

DOI

2017

Training data ... ... 0 1 1 0 1 0 0 1 Convolution and pooling layers fc layers Hashing layer Regularized center loss Bike Car Bird Dicycle Semantic embedding loss

Yuchen Guo, Gui-Guang Ding, J. Han, Yue Gao

2017

Vertex-Weighted Hypergraph Learning for Multi-View Object Classification

Lifan Su, Yue Gao, Xi-Bin Zhao, Hai Wan, Ming Gu, Jia-Guang Sun

International Joint Conference on Artificial Intelligence

DOI

2017

Learning Subnetwork Biomarkers via Hypergraph for Classification of Autism Disease.

Chen Zu, Yue Gao, Brent C. Munsell, M Kim, Ziwen Peng, Yingying Zhu, W Gao, Daoqiang Zhang, Dinggang G. Shen, Guorong Wu A

PubMed

2016

Large-Scale Cross-Modality Search via Collective Matrix Factorization Hashing.

Guiguang Ding, Yuchen Guo, Jile Zhou, Yue Gao

IEEE Transactions on Image Processing

DOI

2016

Multi-Modal Clique-Graph Matching for View-Based 3D Model Retrieval

An-An Liu, Wei-Zhi Nie, Yue Gao, Yu-Ting Su

IEEE Transactions on Image Processing

DOI

2016

Multi-View 3D Object Retrieval With Deep Embedding Network

Hai-Yun Guo, Jin-Qiao Wang, Yue Gao, Jianqiang Li, Han-Qing Lu

IEEE Transactions on Image Processing

DOI

2016

Spectral Multimodal Hashing and Its Application to Multimedia Retrieval

Yi Zhen, Yue Gao, Dit-Yan Yeung, H. Zha, Xue-Long Li

IEEE Transactions on Cybernetics

DOI

2016

Identifying Relationships in Functional and Structural Connectome Data Using a Hypergraph Learning Method

B. Munsell, Guo-Rong Wu, Yue Gao, Nicholas Desisto, M. Styner

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2016

Improved Spatial Pyramid Matching for Sports Image Classification

Yue Gao, K. Katagishi

International Computer Science Conference

DOI

2016

Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning

Pei Dong, Yan Guo, Yue Gao, P. Liang, Yonghong Shi, Qian Wang, D. Shen, Guo-Rong Wu

Patch-MI@MICCAI

DOI

2016

Guest Editorial: Image Analysis and Processing Leveraging Additional Information

Luis Herranz, Jian Cheng, Yue Gao, Shu-Qiang Jiang

Multimedia tools and applications

DOI

2016

Search-Based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference

Yan Zhang, R. Ji, Xiaopeng Fan, Yan Wang, Feng Guo, Yue Gao, De-Bin Zhao

European Conference on Computer Vision

DOI

2016

Semi-Supervised Active Learning with Cross-Class Sample Transfer

Yuchen Guo, Gui-Guang Ding, Yue Gao, Jian-Min Wang

International Joint Conference on Artificial Intelligence

2016

Predicting Personalized Emotion Perceptions of Social Images

Si-Cheng Zhao, Hong-Xun Yao, Yue Gao, R. Ji, Wenlong Xie, Xiao-Lei Jiang, Tat-Seng Chua

ACM Multimedia

DOI

2016

Image Categorization by Learning a Propagated Graphlet Path

Lu-Ming Zhang, Richang Hong, Yue Gao, R. Ji, Qiong-Hai Dai, Xue-Long Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2016

Estimating 3D Gaze Directions Using Unlabeled Eye Images via Synthetic Iris Appearance Fitting

Feng Lu, Yue Gao, Xiao-Wu Chen

IEEE transactions on multimedia

DOI

2015

Learning-Based Local Visual Representation and Indexing

R. Ji, Yue Gao, Ling-Yu Duan, Hong-Xun Yao, Qiong-Hai Dai

DOI

2015

Multiple-View Distance Metric

Yue Gao, Qiong-Hai Dai

DOI

2015

3D Object Retrieval with Multimodal Views

Yue Gao, An-An Liu, Wei-Zhi Nie, Yu-Ting Su, Qiong-Hai Dai, Fu-Hai Chen, Yingying Chen, Yanhua Cheng, S. Dong, Xingyue Duan, Jian-Long Fu, Zan Gao, Hai-Yun Guo, Xin Guo, Kai-Qi Huang, R. Ji, Yingfeng Jiang, Hai-Sheng Li, Han-Qing Lu, Jianming Song, Jing Sun, T. Tan, Jin-Qiao Wang, Huan-Pu Yin, Chaoli Zhang, Guotai Zhang, Yan Zhang, Chaoyang Zhao, Xin Zhao, Gui-Bo Zhu

3DOR@Eurographics

DOI

2015

Chapter 5 – View Representation

Yue Gao, Qiong-Hai Dai

DOI

2015

A Fine-Grained Image Categorization System by Cellet-Encoded Spatial Pyramid Modeling

Lu-Ming Zhang, Yue Gao, Yingjie Xia, Qiong-Hai Dai, Xue-Long Li

IEEE transactions on industrial electronics (1982. Print)

DOI

2015

Chapter 8 – Conclusions and Future Work

Yue Gao, Qionghai Dai

DOI

2015

Chapter 3 – View Extraction

Yue Gao, Qiong-Hai Dai

DOI

2015

The Benchmark and Evaluation

Yue Gao, Qiong-Hai Dai

DOI

2015

Chapter 4 – View Selection

Yue Gao, Qiong-Hai Dai

DOI

2015

Depth Error Elimination for RGB-D Cameras

Yue Gao, You Yang, Yin-Xie Zhen, Qiong-Hai Dai

ACM Transactions on Intelligent Systems and Technology

DOI

2015

Probabilistic Skimlets Fusion for Summarizing Multiple Consumer Landmark Videos

Lu-Ming Zhang, Yue Gao, Richang Hong, Yuxing Hu, R. Ji, Qiong-Hai Dai

IEEE transactions on multimedia

DOI

2015

Learning for 3D understanding

Yue Gao, R. Ji, W. Liu, Qiong-Hai Dai

Neurocomputing

DOI

2015

Learning-Based 3-D Object Retrieval

Yue Gao, Qiong-Hai Dai

DOI

2015

Multimodal hypergraph learning for microblog sentiment prediction

Fu-Hai Chen, Yue Gao, Donglin Cao, R. Ji

IEEE International Conference on Multimedia and Expo

DOI

2014

Fusion of Multichannel Local and Global Structural Cues for Photo Aesthetics Evaluation

Lu-Ming Zhang, Yue Gao, Roger Zimmermann, Q. Tian, Xue-Long Li

IEEE Transactions on Image Processing

DOI

2014

Actively Learning Human Gaze Shifting Paths for Semantics-Aware Photo Cropping

Lu-Ming Zhang, Yue Gao, R. Ji, Yingjie Xia, Qiong-Hai Dai, Xue-Long Li

IEEE Transactions on Image Processing

DOI

2014

A Probabilistic Associative Model for Segmenting Weakly Supervised Images

Lu-Ming Zhang, Yi Yang, Yue Gao, Yi Yu, Changbo Wang, Xue-Long Li

IEEE Transactions on Image Processing

DOI

2014

Hyperspectral Image Classification Through Bilayer Graph-Based Learning

Yue Gao, R. Ji, Peng Cui, Qiong-Hai Dai, Gang Hua

IEEE Transactions on Image Processing

DOI

2014

Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval

K. Lu, R. Ji, Jin-Hui Tang, Yue Gao

IEEE Transactions on Image Processing

DOI

2014

Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes

Yue Gao, R. Ji, W. Liu, Qiong-Hai Dai, Gang Hua

IEEE Transactions on Image Processing

DOI

2014

3-D Object Retrieval With Hausdorff Distance Learning

Yue Gao, Meng Wang, R. Ji, Xindong Wu, Qiong-Hai Dai

IEEE transactions on industrial electronics (1982. Print)

DOI

2014

View-based 3-D Object Retrieval

Yue Gao, Qiong-Hai Dai

DOI

2014

View-Based 3D Object Retrieval: Challenges and Approaches

Yue Gao, Qiong-Hai Dai

IEEE Multimedia

DOI

2014

Efficient view-based 3-D object retrieval via hypergraph learning

Yue Gao, Qiong-Hai Dai

Tsinghua Science and Technology

DOI

2014

Spectral-Spatial Constraint Hyperspectral Image Classification

R. Ji, Yue Gao, Richang Hong, Qiong Liu, D. Tao, Xue-Long Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2014

Symbiotic Tracker Ensemble Toward A Unified Tracking Framework

Yue Gao, R. Ji, Long-Fei Zhang, Alexander Hauptmann

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

DOI

2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

Yue Gao, Meng Wang, Zheng-Jun Zha, J. Shen, Xue-Long Li, Xindong Wu

IEEE Transactions on Image Processing

DOI

2013

Localizing Web Videos from Heterogeneous Images

Xianming Liu, Yue Gao, R. Ji, Shi-Yu Chang, Thomas S. Huang

AAAI Conference on Artificial Intelligence

2013

Mining spatiotemporal video patterns towards robust action retrieval

Liu-Juan Cao, R. Ji, Yue Gao, W. Liu, Q. Tian

Neurocomputing

DOI

2013

Stereotime: a wireless 2D and 3D switchable video communication system

You Yang, Qiong Liu, Yue Gao, Binbin Xiong, Li Yu, Huan-Bo Luan, R. Ji, Q. Tian

ACM Multimedia

DOI

2013

Multi-camera Egocentric Activity Detection for Personal Assistant

Long-Fei Zhang, Yue Gao, Wei Tong, Gang-Yi Ding, Alexander Hauptmann

Conference on Multimedia Modeling

DOI

2013

Remote Dynamic Three-Dimensional Scene Reconstruction

You Yang, Qiong Liu, R. Ji, Yue Gao

PLoS ONE

DOI

2013

View-Dependent Multiscale Fluid Simulation

Yue Gao, Chen-Feng Li, Bo Ren, Shi-Min Hu

IEEE Transactions on Visualization and Computer Graphics

DOI

2013

Texture-adaptive hole-filling algorithm in raster-order for three-dimensional video applications

Qiong Liu, You Yang, Yue Gao, Richang Hong

Neurocomputing

DOI

2013

A Bayesian framework for dense depth estimation based on spatial-temporal correlation

Qiong Liu, You Yang, Yue Gao, R. Ji, Li Yu

Neurocomputing

DOI

2013

BDPSNR and BDBR performance comparisons.

You Yang, Qiong Liu, R. Ji, Yue Gao

DOI

2012

Weakly supervised sparse coding with geometric consistency pooling

Liu-Juan Cao, R. Ji, Yue Gao, Yi Yang, Q. Tian

2012 IEEE Conference on Computer Vision and Pattern Recognition

DOI

2012

3-D Object Retrieval and Recognition With Hypergraph Analysis

Yue Gao, Meng Wang, D. Tao, R. Ji, Qiong-Hai Dai

IEEE Transactions on Image Processing

DOI

2012

Camera Constraint-Free View-Based 3-D Object Retrieval

Yue Gao, Jin-Hui Tang, Richang Hong, Shui-Cheng Yan, Qiong-Hai Dai, Naiyao Zhang, Tat-Seng Chua

IEEE Transactions on Image Processing

DOI

2012

Symbiotic Black-Box Tracker

Long-Fei Zhang, Yue Gao, Alexander Hauptmann, R. Ji, Gang-Yi Ding, B. J. Super

Conference on Multimedia Modeling

DOI

2012

Dynamic 3D Scene Depth Reconstruction via Optical Flow Field Rectification

You Yang, Qiong Liu, R. Ji, Yue Gao

PLoS ONE

DOI

2012

View-based 3D object retrieval by bipartite graph matching

Y. Wen, Yue Gao, Richang Hong, Huan-Bo Luan, Qiong Liu, J. Shen, R. Ji

ACM Multimedia

DOI

2012

Cross-View Down/Up-Sampling Method for Multiview Depth Video Coding

Qiong Liu, You Yang, R. Ji, Yue Gao, Li Yu

IEEE Signal Processing Letters

DOI

2012

Hyperspectral image classification with hypergraph modelling

Y. Wen, Yue Gao, Shaohui Liu, Q. Cheng, R. Ji

International Conference on Internet Multimedia Computing and Service

DOI

2012

k-Partite graph reinforcement and its application in multimedia information retrieval

Yue Gao, Meng Wang, R. Ji, Zheng-Jun Zha, J. Shen

Information Sciences

DOI

2011

3D model retrieval using weighted bipartite graph matching

Yue Gao, Qiong-Hai Dai, Meng Wang, Naiyao Zhang

Signal processing. Image communication

DOI

2011

A Level-Set Method for Skinning Animated Particle Data

H. Bhattacharya, Yue Gao, A. Bargteil

IEEE Transactions on Visualization and Computer Graphics

DOI

2011

Tag-based social image search with visual-text joint hypergraph learning

Yue Gao, Meng Wang, Huan-Bo Luan, J. Shen, Shui-Cheng Yan, D. Tao

ACM Multimedia

DOI

2011

Mining flickr landmarks by modeling reconstruction sparsity

R. Ji, Yue Gao, Bineng Zhong, Hong-Xun Yao, Q. Tian

TOMCCAP

DOI

2011

3D object retrieval based on a graph model descriptor

Qin-Kun Xiao, Haiyun Wang, Fei Li, Yue Gao

Neurocomputing

DOI

2011

Less is More: Efficient 3-D Object Retrieval With Query View Selection

Yue Gao, Meng Wang, Zheng-Jun Zha, Q. Tian, Qiong-Hai Dai, Naiyao Zhang

IEEE transactions on multimedia

DOI

2010

3D model comparison using spatial structure circular descriptor

Yue Gao, Qiong-Hai Dai, Naiyao Zhang

Pattern Recognition

DOI

2010

Representative views re-ranking for 3D model retrieval with multi-bipartite graph reinforcement model

Yue Gao, You Yang, Qiong-Hai Dai, Naiyao Zhang

ACM Multimedia

DOI

2010

Intelligent query: open another door to 3d object retrieval

Yue Gao, M. Wang, J. Shen, Qiong-Hai Dai, Naiyao Zhang

ACM Multimedia

DOI

2010

View-based 3D model retrieval with probabilistic graph model

Yue Gao, Jin-Hui Tang, Haojie Li, Qiong-Hai Dai, Naiyao Zhang

Neurocomputing

DOI

2010

Three-dimensional object characteristic view selection method

Qionghai Dai, Yue Gao

2010

3D object retrieval with bag-of-region-words

Yue Gao, You Yang, Qiong-Hai Dai, Naiyao Zhang

ACM Multimedia

DOI

2010

Segmentation based on shape prior and graph model optimization

Qin-Kun Xiao, Nan Zhang, Song Gao, Fei Li, Yue Gao

American Control Conference

DOI

2010

3D object retrieval based on Bayesian networks lightfield descriptor and feedback learning

Qin-Kun Xiao, Haiyun Wang, Xiao-Xia Hu, Fei Li, Yue Gao

IEEE International Conference on Mechatronics and Automation

DOI

2010

W2Go

Yue Gao, Jinhui Tang, Richang Hong, Qionghai Dai, Tat‐Seng Chua, Ramesh Jain

ACM International Conference on Multimedia (ACM MM)

DOI

2009

Key frame vector and its application to shot retrieval

Yue Gao, Jin-Hui Tang, Xudong Xie

IMCE '09

DOI

2009

Dynamic video summarization using two-level redundancy detection

Yue Gao, Wei-Bo Wang, J. Yong, He-Jin Gu

Multimedia tools and applications

DOI

2009

Simulating Gaseous Fluids with Low and High Speeds

Yue Gao, Chen-Feng Li, Shi-Min Hu, B. Barsky

Computer graphics forum (Print)

DOI

2009

Air flow simulating method based on physical simulation and system thereof

Shi-Min Hu, Yue Gao

2008

Shot-based similarity measure for content-based video summarization

Yue Gao, Qiong-Hai Dai

2008 15th IEEE International Conference on Image Processing

DOI

2008

A video summarization tool using two-level redundancy detection for personal video recorders

Yue Gao, Wei-Bo Wang, J. Yong

IEEE transactions on consumer electronics

DOI

2008

Clip based video summarization and ranking

Yue Gao, Qiong-Hai Dai

ACM International Conference on Image and Video Retrieval

DOI

2007

THU-ICRC at rush summarization of TRECVID 2007

Tao Wang, Yue Gao, Jianguo Li, P. P. Wang, Xiaofeng Tong, Wei Hu, Yimin Zhang, Jianmin Li

TVS '07

DOI

2007

Video summarization by redundancy removing and content ranking

Tao Wang, Yue Gao, P. P. Wang, E. Li, Wei Hu, Yimin Zhang, J. Yong

ACM Multimedia

DOI

2007

Real‐time homogenous translucent material editing

Kun Xu, Yue Gao, Yong Li, T. Ju, Shi-Min Hu

Computer graphics forum (Print)

DOI

2006

Video Shot Boundary Dete tion Using Frame-Skipping Te hnique

Yue Gao, J. Yong

2005

Semi-automatic segmentation of the endocardial boundary in intracardiac echocardiographic images

Yue Gao, Shan Gao, C. Ding, L. Rao, D.S. Khoury

DOI

预印本

2024

Hyper-3DG: Text-to-3D Gaussian Generation via Hypergraph

Donglin Di, Jiahui Yang, Chaofan Luo, Zhou Xue, Wei Ren Chen, Xun Yang, Yue Gao

Research Square

DOI

2021

Graph-MLP: Node Classification without Message Passing in Graph

Hu Yang, Haoxuan You, Zhecan Wang, Zhicheng Wang, Erjin Zhou, Yue Gao

arXiv (Cornell University)

DOI

书籍章节

2011

Video Summarization by Redundancy Removing and Content Ranking

Tao Wang, Yue Gao, Patricia Wang, Wei Hu, Jianguo Li, Yangzhou Du, Yimin Zhang

IGI Global eBooks

DOI

2011

Object-Based Techniques for Image Retrieval

Y.J. Zhang, Yue Gao, Y. Luo

IGI Global eBooks

DOI

研究方向

立体视觉复杂网络医学图像处理

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