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2025

Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud AnalysisYue Dai 0003, Shihui Ying, Yue Gao 0002. tmm, 27:186-197, 2025. [doi]

Cross-Modal 3D Shape Retrieval via Heterogeneous Dynamic Graph RepresentationYue Dai 0003, Yifan Feng, Nan Ma, Xibin Zhao, Yue Gao 0002. pami, 47(4):2370-2387, April 2025. [doi]

EvCSLR: Event-Guided Continuous Sign Language Recognition and BenchmarkYu Jiang 0006, Yuehang Wang, Siqi Li 0001, Yongji Zhang, Qianren Guo, Qi Chu 0010, Yue Gao 0002. tmm, 27:1349-1361, 2025. [doi]

Hierarchical Set-to-Set Representation for 3-D Cross-Modal RetrievalYu Jiang 0006, Cong Hua, Yifan Feng, Yue Gao 0002. tnn, 36(1):1302-1314, January 2025. [doi]

Hyper-YOLO: When Visual Object Detection Meets Hypergraph ComputationYifan Feng, Jiangang Huang, Shaoyi Du, Shihui Ying, Jun-Hai Yong, Yipeng Li, Guiguang Ding, Rongrong Ji, Yue Gao 0002. pami, 47(4):2388-2401, April 2025. [doi]

Filter Pruning by High-Order Spectral ClusteringHang Lin, Yifan Peng, Yubo Zhang, Lin Bie, Xibin Zhao, Yue Gao 0002. pami, 47(4):2402-2415, April 2025. [doi]

2024

3D Feature Tracking via Event CameraSiqi Li 0001, Zhikuan Zhou, Zhou Xue, Yipeng Li, Shaoyi Du, Yue Gao 0002. cvpr 2024: 18974-18983 [doi]

Hypergraph-Based Multi-View Action Recognition Using Event CamerasYue Gao 0002, Jiaxuan Lu, Siqi Li 0001, Yipeng Li, Shaoyi Du. pami, 46(10):6610-6622, October 2024. [doi]

Learning Signed Hyper Surfaces for Oriented Point Cloud Normal EstimationQing Li 0032, Huifang Feng 0002, Kanle Shi, Yue Gao 0002, Yi Fang 0006, Yu-Shen Liu, Zhizhong Han. pami, 46(12):9957-9974, December 2024. [doi]

Attribute Diversity Aware Community Detection on Attributed Graphs Using Three-View Graph Attention Neural NetworksYang Zhang 0042, Ting Yu 0004, Shengqiang Chi, Zhen Wang, Yue Gao 0002, Ji Zhang 0001, Tianshu Zhou. tkdd, 18(8), September 2024. [doi]

Self-adaptive subspace representation from a geometric intuitionLipeng Cai, Jun Shi, Shaoyi Du, Yue Gao 0002, Shihui Ying. PR, 149:110228, 2024. [doi]

LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster InferenceYifan Feng, Yihe Luo, Shihui Ying, Yue Gao 0002. iclr 2024: [doi]

Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object RetrievalYifan Feng, Shuyi Ji, Yu-Shen Liu, Shaoyi Du, Qionghai Dai, Yue Gao 0002. pami, 46(4):2206-2223, April 2024. [doi]

Hypergraph Isomorphism ComputationYifan Feng, Jiashu Han, Shihui Ying, Yue Gao 0002. pami, 46(5):3880-3896, May 2024. [doi]

Inter-intra High-Order Brain Network for ASD Diagnosis via Functional MRIsXiangmin Han, Rundong Xue, Shaoyi Du, Yue Gao 0002. miccai 2024: 216-226 [doi]

PathoTune: Adapting Visual Foundation Model to Pathological SpecialistsJiaxuan Lu, Fang Yan, Xiaofan Zhang 0002, Yue Gao 0002, Shaoting Zhang 0001. miccai 2024: 395-406 [doi]

Hypergraph-Guided Disentangled Spectrum Transformer Networks for Near-Infrared Facial Expression RecognitionBingjun Luo, Haowen Wang, Jinpeng Wang, JunJie Zhu, Xibin Zhao, Yue Gao 0002. AAAI 2024: 10101-10109 [doi]

Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression RecognitionBingjun Luo, Zewen Wang, Jinpeng Wang, JunJie Zhu, Xibin Zhao, Yue Gao 0002. AAAI 2024: 565-573 [doi]

Towards Language-Guided Visual Recognition via Dynamic ConvolutionsGen Luo, Yiyi Zhou, Xiaoshuai Sun, Yongjian Wu, Yue Gao 0002, Rongrong Ji. ijcv, 132(1):1-19, January 2024. [doi]

Multi-View Time-Series Hypergraph Neural Network for Action RecognitionNan Ma, Zhixuan Wu, Yifan Feng, Cheng Wang, Yue Gao 0002. TIP, 33:3301-3313, 2024. [doi]

ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color FusionJuncheng Mu, Lin Bie, Shaoyi Du, Yue Gao 0002. cvpr 2024: 21061-21070 [doi]

Generative Variational-Contrastive Learning for Self-Supervised Point Cloud RepresentationBo-hua Wang, Zhiqiang Tian, Aixue Ye, Feng Wen, Shaoyi Du, Yue Gao 0002. pami, 46(9):6154-6166, September 2024. [doi]

Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object RetrievalYang Xu, Yifan Feng, Yue Gao 0002. IJCAI 2024: 1498-1506 [doi]

Hypergraph Dynamic SystemJielong Yan, Yifan Feng, Shihui Ying, Yue Gao 0002. iclr 2024: [doi]

Multi-source-free Domain Adaptive Object DetectionSicheng Zhao, Huizai Yao, Chuang Lin 0003, Yue Gao 0002, Guiguang Ding. ijcv, 132(12):5950-5982, December 2024. [doi]

ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIsHuijian Zhou, Zhiqiang Tian, Xiangmin Han, Shaoyi Du, Yue Gao 0002. miccai 2024: 145-154 [doi]

2023

Action Recognition and Benchmark Using Event CamerasYue Gao 0002, Jiaxuan Lu, Siqi Li 0001, Nan Ma, Shaoyi Du, Yipeng Li, Qionghai Dai. pami, 45(12):14081-14097, December 2023. [doi]

SuperFast: 200× Video Frame Interpolation via Event CameraYue Gao 0002, Si-qi Li, Yipeng Li, Yandong Guo, Qionghai Dai. pami, 45(6):7764-7780, June 2023. [doi]

+: General Hypergraph Neural NetworksYue Gao 0002, Yifan Feng, Shuyi Ji, Rongrong Ji. pami, 45(3):3181-3199, March 2023. [doi]

Cost-Sensitive Hypergraph Learning With F-Measure OptimizationNan Wang 0015, Ruozhou Liang, Xibin Zhao, Yue Gao 0002. tcyb, 53(5):2767-2778, May 2023. [doi]

Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival PredictionDonglin Di, Changqing Zou, Yifan Feng, Haiyan Zhou, Rongrong Ji, Qionghai Dai, Yue Gao 0002. pami, 45(5):5800-5815, May 2023. [doi]

Adaptive Hypergraph Auto-Encoder for Relational Data ClusteringYoupeng Hu, Xunkai Li, Yujie Wang, Yixuan Wu, Yining Zhao, Chenggang Yan 0001, Jian Yin 0003, Yue Gao 0002. tkde, 35(3):2231-2242, March 2023. [doi]

High-Order Correlation-Guided Slide-Level Histology Retrieval With Self-Supervised HashingShengrui Li, Yining Zhao, Jun Zhang 0018, Ting Yu 0004, Ji Zhang 0001, Yue Gao 0002. pami, 45(9):11008-11023, September 2023. [doi]

Exploring High-Order Spatio-Temporal Correlations From Skeleton for Person Re-IdentificationJiaxuan Lu, Hai Wan, Peiyan Li, Xibin Zhao, Nan Ma, Yue Gao 0002. TIP, 32:949-963, 2023. [doi]

Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression RecognitionBingjun Luo, JunJie Zhu, Tianyu Yang, Sicheng Zhao, Chao Hu, Xibin Zhao, Yue Gao 0002. AAAI 2023: 6065-6073 [doi]

Structure Evolution on Manifold for Graph LearningHai Wan, Xinwei Zhang, Yubo Zhang, Xibin Zhao, Shihui Ying, Yue Gao 0002. pami, 45(6):7751-7763, June 2023. [doi]

STORM: Structure-Based Overlap Matching for Partial Point Cloud RegistrationYujie Wang, Chenggang Yan 0001, Yutong Feng, Shaoyi Du, Qionghai Dai, Yue Gao 0002. pami, 45(1):1135-1149, 2023. [doi]

Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe OutliersRunzhao Yao, Shaoyi Du, Wenting Cui, Aixue Ye, Feng Wen, Hongbo Zhang, Zhiqiang Tian, Yue Gao 0002. pami, 45(12):14760-14776, December 2023. [doi]

Graph Learning on Millions of Data in Seconds: Label Propagation Acceleration on Graph Using Data DistributionYubo Zhang, Shuyi Ji, Changqing Zou, Xibin Zhao, Shihui Ying, Yue Gao 0002. pami, 45(2):1835-1847, 2023. [doi]

Image Matting With Deep Gaussian ProcessYuanjie Zheng, Yunshuai Yang, Tongtong Che, Sujuan Hou, Wenhui Huang, Yue Gao 0002, Ping Tan. tnn, 34(11):8879-8893, November 2023. [doi]

Variance-Aware Bi-Attention Expression Transformer for Open-Set Facial Expression Recognition in the WildJunJie Zhu, Bingjun Luo, Ao Sun, Jinghang Tan, Xibin Zhao, Yue Gao 0002. mm 2023: 862-870 [doi]

Knowledge Conditioned Variational Learning for One-Class Facial Expression RecognitionJunJie Zhu, Bingjun Luo, Tianyu Yang, Zewen Wang, Xibin Zhao, Yue Gao 0002. TIP, 32:4010-4023, 2023. [doi]

2022

Unsupervised Spectral Feature Selection With Dynamic Hyper-Graph LearningXiaofeng Zhu 0001, Shichao Zhang, Yonghua Zhu, Pengfei Zhu, Yue Gao 0002. tkde, 34(6):3016-3028, 2022. [doi]

Hypergraph Learning: Methods and PracticesYue Gao 0002, Zizhao Zhang, Haojie Lin, Xibin Zhao, Shaoyi Du, Changqing Zou. pami, 44(5):2548-2566, 2022. [doi]

Big-Hypergraph Factorization Neural Network for Survival Prediction From Whole Slide ImageDonglin Di, Jun Zhang 0018, Fuqiang Lei, Qi Tian 0001, Yue Gao 0002. TIP, 31:1149-1160, 2022. [doi]

Heterogeneous Hypergraph Variational Autoencoder for Link PredictionHaoyi Fan, Fengbin Zhang, Yuxuan Wei, Zuoyong Li, Changqing Zou, Yue Gao 0002, Qionghai Dai. pami, 44(8):4125-4138, 2022. [doi]

Rethinking Supervised Pre-Training for Better Downstream TransferringYutong Feng, Jianwen Jiang, Mingqian Tang, Rong Jin 0001, Yue Gao 0002. iclr 2022: [doi]

Kullback-Leibler Divergence Metric LearningShuyi Ji, Zizhao Zhang, Shihui Ying, Liejun Wang, Xibin Zhao, Yue Gao 0002. tcyb, 52(4):2047-2058, 2022. [doi]

Deepwalk-aware graph convolutional networksTaisong Jin, Huaqiang Dai, Liujuan Cao, Baochang Zhang 0001, Feiyue Huang, Yue Gao 0002, Rongrong Ji. chinaf, 65(5):1-15, 2022. [doi]

Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid NetworkSi-qi Li, Yue Gao 0002, Qionghai Dai. ijautcomp, 19(4):307-318, 2022. [doi]

Learning Representation on Optimized High-Order Manifold for Visual ClassificationXueqi Ma, Weifeng Liu 0001, Qi Tian 0001, Yue Gao 0002. tmm, 24:3989-4001, 2022. [doi]

Deep Correlated Joint Network for 2-D Image-Based 3-D Model RetrievalWei-Zhi Nie, An-An Liu, Sicheng Zhao, Yue Gao 0002. tcyb, 52(3):1862-1871, 2022. [doi]

RGB-D Point Cloud Registration Based on Salient Object DetectionTeng Wan, Shaoyi Du, Wenting Cui, Runzhao Yao, Yuyan Ge, Ce Li, Yue Gao 0002, Nanning Zheng 0001. tnn, 33(8):3547-3559, 2022. [doi]

Rotation-Invariant Point Cloud Representation for 3-D Model RecognitionYan Wang, Yining Zhao, Shihui Ying, Shaoyi Du, Yue Gao 0002. tcyb, 52(10):10948-10956, 2022. [doi]

View-Aware Geometry-Structure Joint Learning for Single-View 3D Shape ReconstructionXuancheng Zhang, Rui Ma 0011, Changqing Zou, Minghao Zhang, Xibin Zhao, Yue Gao 0002. pami, 44(10):6546-6561, 2022. [doi]

3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough TransformYining Zhao, Chao Wen 0001, Zhou Xue, Yue Gao 0002. eccv 2022: 637-654 [doi]

Plenty is Plague: Fine-Grained Learning for Visual Question AnsweringYiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Jinsong Su, Deyu Meng, Yue Gao 0002, Chunhua Shen. pami, 44(2):697-709, 2022. [doi]

2021

Group-Wise Learning for Aurora Image Classification With Multiple RepresentationsJun Zhang 0018, Mingxia Liu, Ke Lu, Yue Gao 0002. tcyb, 51(8):4112-4124, 2021. [doi]

Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE LossYang Yang 0066, Dandan Fan, Shaoyi Du, Muyi Wang, Badong Chen, Yue Gao 0002. tcyb, 51(3):1678-1689, 2021. [doi]

Multi-Scale Representation Learning on Hypergraph for 3D Shape Retrieval and RecognitionJunjie Bai, Biao Gong, Yining Zhao, Fuqiang Lei, Chenggang Yan, Yue Gao 0002. TIP, 30:5327-5338, 2021. [doi]

Hypergraph learning for identification of COVID-19 with CT imagingDonglin Di, Feng Shi 0001, Fuhua Yan, Liming Xia, Zhanhao Mo, Zhongxiang Ding, Fei Shan, Bin Song, Shengrui Li, Ying Wei, Ying Shao, Miaofei Han, Yaozong Gao, He Sui, Yue Gao 0002, Dinggang Shen. mia, 68:101910, 2021. [doi]

Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer NetworkJiayi Ji, Yunpeng Luo, Xiaoshuai Sun, Fuhai Chen, Gen Luo, Yongjian Wu, Yue Gao 0002, Rongrong Ji. AAAI 2021: 1655-1663 [doi]

Event Stream Super-Resolution via Spatiotemporal Constraint LearningSiqi Li, Yutong Feng, Yipeng Li, Yu Jiang, Changqing Zou, Yue Gao 0002. iccv 2021: 4460-4469 [doi]

TAG-Reg: Iterative Accurate Global Registration AlgorithmBiao Li, Qixing Xie, Shaoyi Du, Wenting Cui, Runzhao Yao, Yue Gao 0002, Nanning Zheng 0001. icmcs 2021: 1-6 [doi]

DAN: Deep-Attention Network for 3D Shape RecognitionWeizhi Nie, Yue Zhao, Dan Song 0006, Yue Gao 0002. TIP, 30:4371-4383, 2021. [doi]

Exploring complex and heterogeneous correlations on hypergraph for the prediction of drug-target interactionsDing Ruan, Shuyi Ji, Chenggang Yan, JunJie Zhu, Xibin Zhao, Yuedong Yang, Yue Gao 0002, Changqing Zou, Qionghai Dai. patterns, 2(12):100390, 2021. [doi]

Joint segmentation and detection of COVID-19 via a sequential region generation networkJipeng Wu, Haibo Xu, Shengchuan Zhang, Xi Li 0011, Jie Chen 0001, Jiawen Zheng, Yue Gao 0002, Yonghong Tian 0001, Yongsheng Liang, Rongrong Ji. PR, 118:108006, 2021. [doi]

ReCU: Reviving the Dead Weights in Binary Neural NetworksZihan Xu, Mingbao Lin, Jianzhuang Liu, Jie Chen 0001, Ling Shao 0001, Yue Gao 0002, Yonghong Tian 0001, Rongrong Ji. iccv 2021: 5178-5188 [doi]

Deep Multi-View Enhancement Hashing for Image RetrievalChenggang Yan, Biao Gong, Yuxuan Wei, Yue Gao 0002. pami, 43(4):1445-1451, 2021. [doi]

View-Guided Point Cloud CompletionXuancheng Zhang, Yutong Feng, Siqi Li, Changqing Zou, Hai Wan, Xibin Zhao, Yandong Guo, Yue Gao 0002. cvpr 2021: 15890-15899 [doi]

Diagnosis of Childhood Autism Using Multi-modal Functional Connectivity via Dynamic Hypergraph LearningZizhao Zhang, Jian Liu, Baojuan Li, Yue Gao 0002. cicai 2021: 123-135 [doi]

Survey on Facial Expression Recognition: History, Applications, and ChallengesXibin Zhao, JunJie Zhu, Bingjun Luo, Yue Gao 0002. ieeemm, 28(4):38-44, 2021. [doi]

2020

Ranking-Based Survival Prediction on Histopathological Whole-Slide ImagesDonglin Di, Shengrui Li, Jun Zhang 0018, Yue Gao 0002. miccai 2020: 428-438 [doi]

Hamming Embedding Sensitivity Guided Fusion Network for 3D Shape RepresentationBiao Gong, Chenggang Yan, Junjie Bai, Changqing Zou, Yue Gao 0002. TIP, 29:8381-8390, 2020. [doi]

Dual Channel Hypergraph Collaborative FilteringShuyi Ji, Yifan Feng, Rongrong Ji, Xibin Zhao, Wanwan Tang, Yue Gao 0002. kdd 2020: 2020-2029 [doi]

A Flattened-Priority Framework for Mixed-Criticality SystemsZonghui Li, Hai Wan, Yangdong Deng, Xibin Zhao, Yue Gao 0002, Ming Gu 0001, Xiaoyu Song. tie, 67(11):9862-9872, 2020. [doi]

Model-Based Adaptation of Mixed-Criticality Multiservice Systems for Extreme Physical EnvironmentsZonghui Li, Hai Wan, Yangdong Deng, Xibin Zhao, Yue Gao 0002, Xiaoyu Song, Ming Gu 0001. tcad, 39(7):1386-1399, 2020. [doi]

Time-Triggered Switch-Memory-Switch Architecture for Time-Sensitive Networking SwitchesZonghui Li, Hai Wan, Yangdong Deng, Xibin Zhao, Yue Gao 0002, Xiaoyu Song, Ming Gu 0001. tcad, 39(1):185-198, 2020. [doi]

Multi-Atlas Segmentation of Anatomical Brain Structures Using Hierarchical Hypergraph LearningPei-Dong, Yanrong Guo, Yue Gao 0002, Peipeng Liang, Yonghong Shi, Guorong Wu 0001. tnn, 31(8):3061-3072, 2020. [doi]

Online Scheduling for Dynamic VM Migration in Multicast Time-Sensitive NetworksQinghan Yu, Hai Wan, Xibin Zhao, Yue Gao 0002, Ming Gu 0001. tii, 16(6):3778-3788, 2020. [doi]

Hypergraph Label Propagation NetworkYubo Zhang, Nan Wang 0015, Yufeng Chen, Changqing Zou, Hai Wan, Xibin Zhao, Yue Gao 0002. AAAI 2020: 6885-6892 [doi]

Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse LearningSicheng Zhao, Guiguang Ding, Yue Gao 0002, Xin Zhao, Youbao Tang, Jungong Han, Hongxun Yao, Qingming Huang. taffco, 11(4):574-587, 2020. [doi]

IExpressNet: Facial Expression Recognition with Incremental ClassesJunJie Zhu, Bingjun Luo, Sicheng Zhao, Shihui Ying, Xibin Zhao, Yue Gao 0002. mm 2020: 2899-2908 [doi]

2019

Universal Adversarial Perturbation via Prior Driven Uncertainty ApproximationHong Liu 0009, Rongrong Ji, Jie Li, Baochang Zhang, Yue Gao 0002, Yongjian Wu, Feiyue Huang. iccv 2019: 2941-2949 [doi]

Universal Perturbation Attack Against Image RetrievalJie Li, Rongrong Ji, Hong Liu 0009, Xiaopeng Hong, Yue Gao 0002, Qi Tian 0001. iccv 2019: 4898-4907 [doi]

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