Songhe Feng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 124

Top Venues

CoRR

Appl. Intell.

ACM Trans. Intell. Syst. Technol.

AAAI

Publications

Gongpei Zhao, Tao Wang, Yidong Li, Yi Jin, Congyan Lang, Songhe Feng
Neighborhood Pattern Is Crucial for Graph Convolutional Networks Performing Node Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Baishun Zhou, Jintian Ji, Zhibin Gu, Zihao Zhou, Gangyi Ding, Songhe Feng
One-step graph-based incomplete multi-view clustering. Multim. Syst. 30 (1) (2024)
Tengfei Liang, Yi Jin, Wu Liu, Tao Wang, Songhe Feng, Yidong Li
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Yanan Wu, Zhixiang Chi, Yang Wang, Konstantinos N. Plataniotis, Songhe Feng
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization. AAAI (2024)
Jintian Ji, Songhe Feng, Yidong Li
Tensorized Unaligned Multi-view Clustering with Multi-scale Representation Learning. KDD (2024)
He Liu, Tao Wang, Congyan Lang, Songhe Feng, Yi Jin, Yidong Li
GLAN: A graph-based linear assignment network. Pattern Recognit. 155 (2024)
Yanan Wu, Songhe Feng, Gongpei Zhao, Yi Jin
Transformer Driven Matching Selection Mechanism for Multi-Label Image Classification. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Zhibin Gu, Songhe Feng, Jiazheng Yuan, Ximing Li
Consensus representation-driven structured graph learning for multi-view clustering. Appl. Intell. 54 (17-18) (2024)
Zhibin Gu, Zhendong Li, Songhe Feng
Topology-Driven Multi-View Clustering via Tensorial Refined Sigmoid Rank Minimization. KDD (2024)
Qihao Zhao, Fan Zhang, Wei Hu, Songhe Feng, Jun Liu
OHD: An Online Category-Aware Framework for Learning With Noisy Labels Under Long-Tailed Distribution. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Jing Wang, Songhe Feng, Gengyu Lyu, Jiazheng Yuan
SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering. AAAI (2024)
Tingting Wu, Songhe Feng, Jiazheng Yuan
Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering. AAAI (2024)
Zhibin Gu, Songhe Feng, Zhendong Li, Jiazheng Yuan, Jun Liu
NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Yanan Wu, Songhe Feng, Yang Wang
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition. CoRR (2023)
Jiazheng Yuan, Wei Liu, Zhibin Gu, Songhe Feng
A Unified Framework for Graph-Based Multi-View Partial Multi-Label Learning. IEEE Access 11 (2023)
Yang Zhang, Songhe Feng
Enhancing Domain-Invariant Parts for Generalized Zero-Shot Learning. ACM Multimedia (2023)
Yanan Wu, Tengfei Liang, Songhe Feng, Yi Jin, Gengyu Lyu, Haojun Fei, Yang Wang
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning. AAAI (2023)
Gengyu Lyu, Songhe Feng, Shaokai Wang, Zhen Yang
Prior Knowledge Constrained Adaptive Graph Framework for Partial Label Learning. ACM Trans. Intell. Syst. Technol. 14 (2) (2023)
Tengfei Liang, Yi Jin, Wu Liu, Tao Wang, Songhe Feng, Yidong Li
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification. CoRR (2023)
Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen
Deep Partial Multi-Label Learning with Graph Disambiguation. IJCAI (2023)
Xiang Deng, Songhe Feng, Gengyu Lyu, Tao Wang, Congyan Lang
Beyond Word Embeddings: Heterogeneous Prior Knowledge Driven Multi-Label Image Classification. IEEE Trans. Multim. 25 (2023)
Yutong Gao, Liqian Liang, Congyan Lang, Songhe Feng, Yidong Li, Yunchao Wei
Clicking Matters: Towards Interactive Human Parsing. IEEE Trans. Multim. 25 (2023)
Yanan Wu, Songhe Feng, Yang Wang
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Zhibin Gu, Songhe Feng, Ruiting Hu, Gengyu Lyu
ONION: Joint Unsupervised Feature Selection and Robust Subspace Extraction for Graph-based Multi-View Clustering. ACM Trans. Knowl. Discov. Data 17 (5) (2023)
Gengyu Lyu, Songhe Feng, Yi Jin, Tao Wang, Congyan Lang, Yidong Li
Prior Knowledge Regularized Self-Representation Model for Partial Multilabel Learning. IEEE Trans. Cybern. 53 (3) (2023)
Xun Lu, Songhe Feng
Structure Diversity-Induced Anchor Graph Fusion for Multi-View Clustering. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Zhibin Gu, Hongzhe Liu, Songhe Feng
Diversity-induced consensus and structured graph learning for multi-view clustering. Appl. Intell. 53 (10) (2023)
Yanan Wu, Zhixiang Chi, Yang Wang, Konstantinos N. Plataniotis, Songhe Feng
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization. CoRR (2023)
Zhibin Gu, Songhe Feng
Individuality Meets Commonality: A Unified Graph Learning Framework for Multi-View Clustering. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Yanan Wu, Zhixiang Chi, Yang Wang, Songhe Feng
MetaGCD: Learning to Continually Learn in Generalized Category Discovery. ICCV (2023)
Zheming Xu, Lili Wei, Congyan Lang, Songhe Feng, Tao Wang, Adrian G. Bors, Hongzhe Liu
SSR-Net: A Spatial Structural Relation Network for Vehicle Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 19 (6) (2023)
Xun Lu, Songhe Feng, Gengyu Lyu, Yi Jin, Congyan Lang
Distance-Preserving Embedding Adaptive Bipartite Graph Multi-View Learning with Application to Multi-Label Classification. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Wei Liu, Jiazheng Yuan, Gengyu Lyu, Songhe Feng
Label driven latent subspace learning for multi-view multi-label classification. Appl. Intell. 53 (4) (2023)
Yanan Wu, Zhixiang Chi, Yang Wang, Songhe Feng
MetaGCD: Learning to Continually Learn in Generalized Category Discovery. CoRR (2023)
Jing Wang, Songhe Feng, Gengyu Lyu, Zhibin Gu
Triple-Granularity Contrastive Learning for Deep Multi-View Subspace Clustering. ACM Multimedia (2023)
Bing Li, Haina Qin, Weihua Xiong, Yangxi Li, Songhe Feng, Weiming Hu, Stephen J. Maybank
Ranking-Based Color Constancy With Limited Training Samples. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen
Deep Partial Multi-Label Learning with Graph Disambiguation. CoRR (2023)
Jintian Ji, Songhe Feng
High-order Complementarity Induced Fast Multi-View Clustering with Enhanced Tensor Rank Minimization. ACM Multimedia (2023)
Jintian Ji, Songhe Feng
Anchor Structure Regularization Induced Multi-view Subspace Clustering via Enhanced Tensor Rank Minimization. ICCV (2023)
Gengyu Lyu, Songhe Feng, Wei Liu, Shuoyan Liu, Congyan Lang
Redundant Label Learning via Subspace Representation and Global Disambiguation. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Shi Qiu, Yi Jin, Songhe Feng, Tao Zhou, Yidong Li
Dwarfism computer-aided diagnosis algorithm based on multimodal pyradiomics. Inf. Fusion 80 (2022)
Lili Wei, Congyan Lang, Liqian Liang, Songhe Feng, Tao Wang, Shidi Chen
Weakly Supervised Video Object Segmentation via Dual-attention Cross-branch Fusion. ACM Trans. Intell. Syst. Technol. 13 (3) (2022)
Yichen Zhu, Lili Wei, Congyan Lang, Siyu Li, Songhe Feng, Yidong Li
Fine-grained facial expression recognition via relational reasoning and hierarchical relation optimization. Pattern Recognit. Lett. 164 (2022)
Jianguo Zhao, Gengyu Lyu, Songhe Feng
Linear neighborhood reconstruction constrained latent subspace discovery for incomplete multi-view clustering. Appl. Intell. 52 (1) (2022)
Ruijie Zhao, Congyan Lang, Zun Li, Liqian Liang, Lili Wei, Songhe Feng, Tao Wang
Pedestrian attribute recognition based on attribute correlation. Multim. Syst. 28 (3) (2022)
Wei Liu, Songhe Feng, Hui Tian
Graph-based Multi-view Partial Multi-label Learning. PAAP (2022)
Tengfei Liang, Yi Jin, Wu Liu, Songhe Feng, Tao Wang, Yidong Li
Keypoint-Guided Modality-Invariant Discriminative Learning for Visible-Infrared Person Re-identification. ACM Multimedia (2022)
He Liu, Tao Wang, Congyan Lang, Songhe Feng, Yi Jin, Yidong Li
GLAN: A Graph-based Linear Assignment Network. CoRR (2022)
Lijuan Sun, Songhe Feng, Jun Liu, Gengyu Lyu, Congyan Lang
Global-Local Label Correlation for Partial Multi-Label Learning. IEEE Trans. Multim. 24 (2022)
He Liu, Tao Wang, Yidong Li, Congyan Lang, Songhe Feng, Haibin Ling
Deep Probabilistic Graph Matching. CoRR (2022)
XiuTing You, He Liu, Tao Wang, Songhe Feng, Congyan Lang
Object detection by crossing relational reasoning based on graph neural network. Mach. Vis. Appl. 33 (1) (2022)
Gengyu Lyu, Yanan Wu, Songhe Feng
Deep Graph Matching for Partial Label Learning. IJCAI (2022)
Gengyu Lyu, Xiang Deng, Yanan Wu, Songhe Feng
Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning. AAAI (2022)
Shaokai Wang, Mingxuan Xia, Zilong Wang, Gengyu Lyu, Songhe Feng
Partial label learning with noisy side information. Appl. Intell. 52 (11) (2022)
Zun Li, Congyan Lang, Liqian Liang, Jian Zhao, Songhe Feng, Qibin Hou, Jiashi Feng
Dense Attentive Feature Enhancement for Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Xinyuan Liu, Lijuan Sun, Songhe Feng
Incomplete multi-view partial multi-label learning. Appl. Intell. 52 (3) (2022)
Liqian Liang, Congyan Lang, Zun Li, Jian Zhao, Tao Wang, Songhe Feng
Seeing Crucial Parts: Vehicle Model Verification via a Discriminative Representation Model. ACM Trans. Multim. Comput. Commun. Appl. 18 (1s) (2022)
Ruiting Hu, Zhibin Gu, Songhe Feng
Joint Original Space and Latent Space for Multi-view Spectral Clustering. PAAP (2022)
Gengyu Lyu, Songhe Feng, Tao Wang, Congyan Lang
A Self-Paced Regularization Framework for Partial-Label Learning. IEEE Trans. Cybern. 52 (2) (2022)
Jiayi Wang, Yi Jin, Songhe Feng, Yidong Li
Task Adaptive Modeling for Few-shot Action Recognition. MMSP (2022)
Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu
GM-MLIC: Graph Matching based Multi-Label Image Classification. CoRR (2021)
Yanan Wu, Songhe Feng, Xiankai Huang, Zizhang Wu
L4Net: An anchor-free generic object detector with attention mechanism for autonomous driving. IET Comput. Vis. 15 (1) (2021)
Liqian Liang, Congyan Lang, Yidong Li, Songhe Feng, Jian Zhao
Fine-Grained Facial Expression Recognition in the Wild. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yutong Gao, Liqian Liang, Congyan Lang, Songhe Feng, Yidong Li, Yunchao Wei
Clicking Matters: Towards Interactive Human Parsing. CoRR (2021)
Zun Li, Congyan Lang, Liqian Liang, Tao Wang, Songhe Feng, Jun Wu, Yidong Li
A Universal Model for Cross Modality Mapping by Relational Reasoning. CoRR (2021)
Min Wang, Congyan Lang, Songhe Feng, Tao Wang, Yi Jin, Yidong Li
Text to photo-realistic image synthesis via chained deep recurrent generative adversarial network. J. Vis. Commun. Image Represent. 74 (2021)
Min Wang, Congyan Lang, Liqian Liang, Songhe Feng, Tao Wang, Yutong Gao
Fine-Grained Semantic Image Synthesis with Object-Attention Generative Adversarial Network. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Gengyu Lyu, Songhe Feng, Yidong Li
Noisy label tolerance: A new perspective of Partial Multi-Label Learning. Inf. Sci. 543 (2021)
Tengfei Liang, Yi Jin, Yajun Gao, Wu Liu, Songhe Feng, Tao Wang, Yidong Li
CMTR: Cross-modality Transformer for Visible-infrared Person Re-identification. CoRR (2021)
Tong Zhou, Songhe Feng
Multiple Semantic Embedding with Graph Convolutional Networks for Multi-Label Image Classification. PRCV (2) (2021)
Lijuan Sun, Gengyu Lyu, Songhe Feng, Xiankai Huang
Beyond missing: weakly-supervised multi-label learning with incomplete and noisy labels. Appl. Intell. 51 (3) (2021)
Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu
GM-MLIC: Graph Matching based Multi-Label Image Classification. IJCAI (2021)
Min Wang, Congyan Lang, Liqian Liang, Gengyu Lyu, Songhe Feng, Tao Wang
Class-Balanced Text to Image Synthesis With Attentive Generative Adversarial Network. IEEE Multim. 28 (3) (2021)
Lijuan Sun, Songhe Feng, Gengyu Lyu, Hua Zhang, Guojun Dai
Partial multi-label learning with noisy side information. Knowl. Inf. Syst. 63 (2) (2021)
Gengyu Lyu, Songhe Feng, Tao Wang, Congyan Lang, Yidong Li
GM-PLL: Graph Matching Based Partial Label Learning. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Gengyu Lyu, Songhe Feng, Yidong Li
Partial Multi-Label Learning via Probabilistic Graph Matching Mechanism. KDD (2020)
Gengyu Lyu, Songhe Feng, Yidong Li, Yi Jin, Guojun Dai, Congyan Lang
HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization. ACM Trans. Intell. Syst. Technol. 11 (3) (2020)
Yue Sun, Gengyu Lyu, Songhe Feng
Partial Label Learning via Subspace Representation and Global Disambiguation. ECML/PKDD (2) (2020)
Ziwei Li, Gengyu Lyu, Songhe Feng
Partial Multi-Label Learning via Multi-Subspace Representation. IJCAI (2020)
Tengfei Liang, Yi Jin, Yidong Li, Tao Wang, Songhe Feng, Congyan Lang
EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising. CoRR (2020)
Min Wang, Congyan Lang, Liqian Liang, Songhe Feng, Tao Wang, Yutong Gao
End-to-End Text-to-Image Synthesis with Spatial Constrains. ACM Trans. Intell. Syst. Technol. 11 (4) (2020)
Gengyu Lyu, Songhe Feng, Wenying Huang, Guojun Dai, Hua Zhang, Baifan Chen
Partial label learning via low-rank representation and label propagation. Soft Comput. 24 (7) (2020)
Zhongyi Li, Yi Jin, Yidong Li, Congyan Lang, Songhe Feng, Tao Wang
Learning part-alignment feature for person re-identification with spatial-temporal-based re-ranking method. World Wide Web 23 (3) (2020)
ZhenXing Zheng, Zhendong Li, Gaoyun An, Songhe Feng
Subgraph and object context-masked network for scene graph generation. IET Comput. Vis. 14 (7) (2020)
Gengyu Lyu, Songhe Feng, Yi Jin, Yidong Li
Partial Label Learning via Self-Paced Curriculum Strategy. ECML/PKDD (2) (2020)
Lijuan Sun, Ping Ye, Gengyu Lyu, Songhe Feng, Guojun Dai, Hua Zhang
Weakly-supervised multi-label learning with noisy features and incomplete labels. Neurocomputing 413 (2020)
Honglin Quan, Songhe Feng, Congyan Lang, Baifan Chen
Improving person re-identification via attribute-identity representation and visual attention mechanism. Multim. Tools Appl. 79 (11-12) (2020)
Zheming Xu, Lili Wei, Congyan Lang, Songhe Feng, Tao Wang, Adrian G. Bors
HSS-GCN: A Hierarchical Spatial Structural Graph Convolutional Network for Vehicle Re-identification. ICPR Workshops (5) (2020)
Min Wang, Congyan Lang, Liqian Liang, Gengyu Lyu, Songhe Feng, Tao Wang
Attentive Generative Adversarial Network To Bridge Multi-Domain Gap For Image Synthesis. ICME (2020)
Xiaoying Wang, Songhe Feng, Congyan Lang
Semi-supervised dual low-rank feature mapping for multi-label image annotation. Multim. Tools Appl. 78 (10) (2019)
Yangru Huang, Peixi Peng, Yi Jin, Junliang Xing, Congyan Lang, Songhe Feng
Domain Adaptive Attention Model for Unsupervised Cross-Domain Person Re-Identification. CoRR (2019)
Bingqian Geng, Congyan Lang, Junliang Xing, Songhe Feng, Jun Wu
MFAD: A Multi-modality Face Anti-spoofing Dataset. PRICAI (2) (2019)
Mengxia Yin, Congyan Lang, Zun Li, Songhe Feng, Tao Wang
Recurrent convolutional network for video-based smoke detection. Multim. Tools Appl. 78 (1) (2019)
Tao Wang, Haibin Ling, Congyan Lang, Songhe Feng, Xiaohui Hou
Deformable Surface Tracking by Graph Matching. ICCV (2019)
Lijuan Sun, Songhe Feng, Gengyu Lyu, Congyan Lang
Robust Semi-supervised Multi-label Learning by Triple Low-Rank Regularization. PAKDD (2) (2019)
Zun Li, Congyan Lang, Jiashi Feng, Yidong Li, Tao Wang, Songhe Feng
Co-saliency Detection with Graph Matching. ACM Trans. Intell. Syst. Technol. 10 (3) (2019)
Gengyu Lyu, Songhe Feng, Tao Wang, Congyan Lang, Yidong Li
GM-PLL: Graph Matching based Partial Label Learning. CoRR (2019)
Lijuan Sun, Songhe Feng, Tao Wang, Congyan Lang, Yi Jin
Partial Multi-Label Learning by Low-Rank and Sparse Decomposition. AAAI (2019)
Gengyu Lyu, Songhe Feng, Yi Jin, Guojun Dai, Congyan Lang, Yidong Li
HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization. CoRR (2019)
Yanan Dong, Congyan Lang, Songhe Feng
General structured sparse learning for human facial age estimation. Multim. Syst. 25 (1) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Songhe Feng