Liang Yang

98 papers A* 49B 3Misc 1Journal 42Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Characterization of the heterogeneity in SARS-CoV-2 fitness dynamics via graph representation learning.
PLoS Comput. Biol.
Zengmiao Wang, Ziqin Zhou, Junfu Wang, Lingyue Yang, Zhirui Zhang, Weina Xu, Zeming Liu, Yuxi Ge, Liang Yang, Xiaoli Wang, Peng Yang, Quanyi Wang, Yunlong Cao, Yuanfang Guo, Huaiyu Tian
2026 A* conf
Generalizable Graph-level Anomaly Detection via Prompted Anomaly Expansion and Normality Extraction.
WWW
Ge Zhang, Jiapei Chen, Guohao Sun, Xiu Fang, Zhenyu Yang, Xixun Lin, Liang Yang
2026 A* conf
Multi-Source Information Driven Spatio-Temporal Hypergraph Learning for Traffic Forecasting.
WWW
Ping Zhang, Jiayu Leng, Liang Yang, Anchen Li, Xiaochun Cao, Riting Xia
2026 J jnl
Probability-Guided Contrastive Learning for Long-Tailed Domain Generalization.
IEEE Trans. Big Data
Mengzhu Wang, Houcheng Su, Shanshan Wang, Nan Yin, Long Lan, Liang Yang, Li Shen
2026 A* conf
Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction.
AAAI
Liang Yang, Hui Ning, Jiaming Zhuo, Ziyi Ma, Chuan Wang, Wenning Wu, Zhen Wang
2026 A* conf
Unveiling Backdoor Propagation in Graphs: Neuron-Centric Defense Mechanisms.
WWW
Di Jin, Bingdao Feng, Xiaobao Wang, Yuxiang Zhang, Zechuan Zhang, Liang Yang, Dongxiao He, Zhen Wang
2025 J jnl
A Lightweight Edge Computing Neural Network for Online Photovoltaic Defect Inspection.
IEEE Trans. Instrum. Meas.
Jinlin Ye, Yuhan Liu, Liang Yang, Haiyong Chen, Changjun Wang, Yidong Zhou, Wei Zhang
2025 J jnl
A multimodal information-interconnected network for medication guidance in HR+/HER2- breast cancer treatment.
Inf. Fusion
Jinlin Ye, Yuhan Liu, Shangjie Ren, Changjun Wang, Yidong Zhou, Liang Yang, Wei Zhang
2025 J jnl
ALD-GCN: Graph Convolutional Networks With Attribute-Level Defense.
IEEE Trans. Big Data
Yihui Li, Yuanfang Guo, Junfu Wang, Shihao Nie, Liang Yang, Di Huang, Yunhong Wang
2025 A* conf
Attribute Association Driven Multi-Task Learning for Session-based Recommendation.
IJCAI
Xinyao Wang, Zhizhi Yu, Dongxiao He, Liang Yang, Jianguo Wei, Di Jin
2025 A* conf
DUALFormer: Dual Graph Transformer.
ICLR
Jiaming Zhuo, Yuwei Liu, Yintong Lu, Ziyi Ma, Kun Fu, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang
2025 — conf
Deepfake Image Forger Detection.
WIFS
Bin Deng, Yuanfang Guo, Wenqi Zhuo, Weina Xu, Junfu Wang, Liang Yang, Yunhong Wang
2025 A* conf
Disentangled Graph Spectral Domain Adaptation.
ICML
Liang Yang, Xin Chen, Jiaming Zhuo, Di Jin, Chuan Wang, Xiaochun Cao, Zhen Wang, Yuanfang Guo
2025 A* conf
Do We Really Need Message Passing in Brain Network Modeling?
ICML
Liang Yang, Yuwei Liu, Jiaming Zhuo, Di Jin, Chuan Wang, Zhen Wang, Xiaochun Cao
2025 J jnl
ERMAV: Efficient and Robust Graph Contrastive Learning via Multiadversarial Views Training.
IEEE Trans. Cybern.
Wen Li, Wing W. Y. Ng, Hengyou Wang, Jianjun Zhang, Cankun Zhong, Liang Yang
2025 J jnl
Edge Computing Accelerator for Real-Time Defect Detection of Photovoltaic Panel on Lightweight FPGAs.
IEEE Trans. Instrum. Meas.
Jinlin Ye, Yuhan Liu, Haiyong Chen, Changjun Wang, Yidong Zhou, Liang Yang, Wei Zhang
2025 J jnl
Evolving Dual-Directional Multiobjective Feature Selection for High-Dimensional Gene Expression Data.
IEEE J. Biomed. Health Informatics
Yunhe Wang, Zhengyu Du, Xiaomin Li, Wenyuan Xiao, Hongpu Liu, Liang Yang
2025 J jnl
FOUND: Fourier-based von Mises Distribution for Robust Single Domain Generalization in Object Detection.
CoRR
Mengzhu Wang, Changyuan Deng, Shanshan Wang, Nan Yin, Long Lan, Liang Yang
2025 J jnl
Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum.
CoRR
Shengpeng Xiao, Yuanfang Guo, Heqi Peng, Zeming Liu, Liang Yang, Yunhong Wang
2025 A* conf
Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology.
AAAI
Liang Yang, Zhenna Li, Jiaming Zhuo, Jing Liu, Ziyi Ma, Chuan Wang, Zhen Wang, Xiaochun Cao
2025 J jnl
Graph Convolutional Mixture-of-Experts Learner Network for Long-Tailed Domain Generalization.
IEEE Trans. Circuits Syst. Video Technol.
Mengzhu Wang, Houcheng Su, Sijia Wang, Shanshan Wang, Nan Yin, Li Shen, Long Lan, Liang Yang, Xiaochun Cao
2025 J jnl
Hard-Label Black-Box Adversarial Attacks for Implicit Scene Interactions.
IEEE Trans. Inf. Forensics Secur.
Muxue Liang, Chuan Wang, Siyuan Liang, Aishan Liu, Yanan Cao, Qingyong Li, Zeming Liu, Liang Yang, Xiaochun Cao
2025 J jnl
InqEduAgent: Adaptive AI Learning Partners with Gaussian Process Augmentation.
CoRR
Tian-Fang Zhao, Wen-Xi Yang, Guan Liu, Liang Yang
2025 A* conf
Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation.
AAAI
Jiarui Yang, Chuan Wang, Jun Zhang, Shuyi Wu, Jinjing Zhao, Zeming Liu, Liang Yang
2025 J jnl
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation.
CoRR
Mengzhu Wang, Jiao Li, Shanshan Wang, Long Lan, Huibin Tan, Liang Yang, Guoli Yang
2025 A* conf
Universal Graph Self-Contrastive Learning.
IJCAI
Liang Yang, Yukun Cai, Hui Ning, Jiaming Zhuo, Di Jin, Ziyi Ma, Yuanfang Guo, Chuan Wang, Zhen Wang
2024 J jnl
AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation.
CoRR
Houcheng Su, Mengzhu Wang, Jiao Li, Nan Yin, Liang Yang, Li Shen
2024 J jnl
Adaptive Feature Learning for Unbiased Scene Graph Generation.
IEEE Trans. Image Process.
Jiarui Yang, Chuan Wang, Liang Yang, Yuchen Jiang, Angelina Cao
2024 J jnl
Analyzing Heterogeneous Networks With Missing Attributes by Unsupervised Contrastive Learning.
IEEE Trans. Neural Networks Learn. Syst.
Dongxiao He, Chundong Liang, Cuiying Huo, Zhiyong Feng, Di Jin, Liang Yang, Weixiong Zhang
2024 J jnl
Binary Graph Convolutional Network With Capacity Exploration.
IEEE Trans. Pattern Anal. Mach. Intell.
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2024 A* conf
GAUSS: GrAph-customized Universal Self-Supervised Learning.
WWW
Liang Yang, Weixiao Hu, Jizhong Xu, Runjie Shi, Dongxiao He, Chuan Wang, Xiaochun Cao, Zhen Wang, Bingxin Niu, Yuanfang Guo
2024 A* conf
Graph Contrastive Learning Reimagined: Exploring Universality.
WWW
Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang
2024 J jnl
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation.
CoRR
Mengzhu Wang, Jiao Li, Houcheng Su, Nan Yin, Liang Yang, Shen Li
2024 J jnl
Heterophily-aware graph attention network.
Pattern Recognit.
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2024 A* conf
Improving Graph Contrastive Learning via Adaptive Positive Sampling.
CVPR
Jiaming Zhuo, Feiyang Qin, Can Cui, Kun Fu, Bingxin Niu, Mengzhu Wang, Yuanfang Guo, Chuan Wang, Zhen Wang, Xiaochun Cao, Liang Yang
2024 J jnl
Mining Multiplatform Opinions During Public Health Crisis: A Comparative Study.
IEEE Trans. Comput. Soc. Syst.
Kun Sun, Tian-Fang Zhao, Xiaokun Wu, Liang Yang, Di Jin, Wei-Neng Chen
2024 J jnl
Modeling Information Cocoons in Networked Populations: Insights From Backgrounds and Preferences.
IEEE Trans. Comput. Soc. Syst.
Ming Gu, Tian-Fang Zhao, Liang Yang, Xiaokun Wu, Wei-Neng Chen
2024 A* conf
Understanding Heterophily for Graph Neural Networks.
ICML
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2024 J jnl
Understanding Heterophily for Graph Neural Networks.
CoRR
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2024 A* conf
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs.
NeurIPS
Jiaming Zhuo, Yintong Lu, Hui Ning, Kun Fu, Bingxin Niu, Dongxiao He, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang
2023 J jnl
Adversarial Representation Mechanism Learning for Network Embedding.
IEEE Trans. Knowl. Data Eng.
Dongxiao He, Tao Wang, Lu Zhai, Di Jin, Liang Yang, Yuxiao Huang, Zhiyong Feng, Philip S. Yu
2023 A* conf
Deepfake Video Detection via Facial Action Dependencies Estimation.
AAAI
Lingfeng Tan, Yunhong Wang, Junfu Wang, Liang Yang, Xunxun Chen, Yuanfang Guo
2023 J jnl
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding.
IEEE Trans. Big Data
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2023 A* conf
Focusing on Flexible Masks: A Novel Framework for Panoptic Scene Graph Generation with Relation Constraints.
ACM Multimedia
Jiarui Yang, Chuan Wang, Zeming Liu, Jiahong Wu, Dongsheng Wang, Liang Yang, Xiaochun Cao
2023 A* conf
Graph Neural Networks without Propagation.
WWW
Liang Yang, Qiuliang Zhang, Runjie Shi, Wenmiao Zhou, Bingxin Niu, Chuan Wang, Xiaochun Cao, Dongxiao He, Zhen Wang, Yuanfang Guo
2023 A* conf
Graph Reciprocal Neural Networks by Abstracting Node as Attribute.
ICDM
Liang Yang, Jiayi Wang, Dongxiao He, Chuan Wang, Xiaochun Cao, Bingxin Niu, Zhen Wang
2023 J jnl
Heterophily-Aware Graph Attention Network.
CoRR
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2023 A* conf
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity.
IJCAI
Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao
2023 J jnl
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity.
CoRR
Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao
2023 A* conf
Long Short-Term Graph Memory Against Class-imbalanced Over-smoothing.
ACM Multimedia
Liang Yang, Jiayi Wang, Tingting Zhang, Dongxiao He, Chuan Wang, Yuanfang Guo, Xiaochun Cao, Bingxin Niu, Zhen Wang
2023 A* conf
Propagation is All You Need: A New Framework for Representation Learning and Classifier Training on Graphs.
ACM Multimedia
Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Yuanfang Guo, Zhen Wang, Chuan Wang, Xiaochun Cao, Liang Yang
2023 A* conf
Self-supervised Graph Neural Networks via Low-Rank Decomposition.
NeurIPS
Liang Yang, Runjie Shi, Qiuliang Zhang, Bingxin Niu, Zhen Wang, Xiaochun Cao, Chuan Wang
2022 J jnl
Binary Graph Convolutional Network with Capacity Exploration.
CoRR
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2022 A* conf
Difference Residual Graph Neural Networks.
ACM Multimedia
Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao
2022 A* conf
Graph Neural Networks Beyond Compromise Between Attribute and Topology.
WWW
Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He
2022 A* conf
OPEN: Orthogonal Propagation with Ego-Network Modeling.
NeurIPS
Liang Yang, Lina Kang, Qiuliang Zhang, Mengzhe Li, Bingxin Niu, Dongxiao He, Zhen Wang, Chuan Wang, Xiaochun Cao, Yuanfang Guo
2022 J jnl
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model.
IEEE Trans. Cybern.
Liang Yang, Yuanfang Guo, Junhua Gu, Di Jin, Bo Yang, Xiaochun Cao
2022 J jnl
Relation Embedding based Graph Neural Networks for Handling Heterogeneous Graph.
CoRR
Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang
2022 A* conf
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing.
AAAI
Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao
2021 A* conf
Bi-GCN: Binary Graph Convolutional Network.
CVPR
Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo
2021 A* conf
Diverse Message Passing for Attribute with Heterophily.
NeurIPS
Liang Yang, Mengzhe Li, Liyang Liu, Bingxin Niu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
2021 J jnl
Graph-CAT: Graph Co-Attention Networks via local and global attribute augmentations.
Future Gener. Comput. Syst.
Liang Yang, Weixun Li, Yuanfang Guo, Junhua Gu
2021 A* conf
Heterogeneous Graph Information Bottleneck.
IJCAI
Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
2021 A* conf
Heterogeneous Graph Neural Network via Attribute Completion.
WWW
Di Jin, Cuiying Huo, Chundong Liang, Liang Yang
2021 J jnl
Toward Identifying Key Gene Group in the Occurrence and Development of Lung Adenocarcinoma.
IEEE Access
Ming Gu, Tianfang Zhao, Wei Liu, Xiaokun Wu, Liang Yang
2021 A* conf
Why Do Attributes Propagate in Graph Convolutional Neural Networks?
AAAI
Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu
2020 A* conf
Adversarial Mutual Information Learning for Network Embedding.
IJCAI
Dongxiao He, Lu Zhai, Zhigang Li, Di Jin, Liang Yang, Yuxiao Huang, Philip S. Yu
2020 J jnl
Bi-GCN: Binary Graph Convolutional Network.
CoRR
Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo
2020 B conf
Discrete Resource Allocation in Epidemic Control with Heuristic Majority-Voting Particle Swarm Optimization.
SMC
Tianfang Zhao, Wei-Neng Chen, Xiaokun Wu, Liang Yang, Qiang Yang
2020 A* conf
Graph Attention Topic Modeling Network.
WWW
Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo
2020 A* conf
JANE: Jointly Adversarial Network Embedding.
IJCAI
Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
2020 J jnl
Text Co-Detection in Multi-View Scene.
IEEE Trans. Image Process.
Chuan Wang, Huazhu Fu, Liang Yang, Xiaochun Cao
2020 A* conf
Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport.
ICDM
Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo
2019 A* conf
A Novel Generative Topic Embedding Model by Introducing Network Communities.
WWW
Di Jin, Jiantao Huang, Pengfei Jiao, Liang Yang, Dongxiao He, Françoise Fogelman-Soulié, Yuxiao Huang
2019 B conf
Adversarial Capsule Learning for Network Embedding.
ICTAI
Di Jin, Zhigang Li, Liang Yang, Dongxiao He, Pengfei Jiao, Lu Zhai
2019 A* conf
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology.
IJCAI
Liang Yang, Zhiyang Chen, Junhua Gu, Yuanfang Guo
2019 J jnl
Low illumination person re-identification.
Multim. Tools Appl.
Fei Ma, Xiaoke Zhu, Xinyu Zhang, Liang Yang, Mei Zuo, Xiao-Yuan Jing
2019 A* conf
Masked Graph Convolutional Network.
IJCAI
Liang Yang, Fan Wu, Yingkui Wang, Junhua Gu, Yuanfang Guo
2019 A* conf
Orderly Subspace Clustering.
AAAI
Jing Wang, Atsushi Suzuki, Linchuan Xu, Feng Tian, Liang Yang, Kenji Yamanishi
2019 A* conf
Topology Optimization based Graph Convolutional Network.
IJCAI
Liang Yang, Zesheng Kang, Xiaochun Cao, Di Jin, Bo Yang, Yuanfang Guo
2019 B conf
Viewpoint-robust Person Re-identification via Deep Residual Equivariant Mapping and Fine-grained Features.
IJCNN
Liang Yang, Xiao-Yuan Jing, Fulin He, Fei Ma, Li Cheng
2018 A* conf
3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces.
IJCAI
Liang Yang, Yuanfang Guo, Di Jin, Huazhu Fu, Xiaochun Cao
2018 — conf
A Hybrid 2D and 3D Convolution Based Recurrent Network for Video-Based Person Re-identification.
ICONIP (1)
Li Cheng, Xiao-Yuan Jing, Xiaoke Zhu, Fumin Qi, Fei Ma, Xiaodong Jia, Liang Yang, Chunhe Wang
2018 J jnl
Human parsing by weak structural label.
Multim. Tools Appl.
Zhiyong Chen, Si Liu, Yanlong Zhai, Jia Lin, Xiaochun Cao, Liang Yang
2018 J jnl
Incorporating network structure with node contents for community detection on large networks using deep learning.
Neurocomputing
Jinxin Cao, Di Jin, Liang Yang, Jianwu Dang
2018 A* conf
Integrative Network Embedding via Deep Joint Reconstruction.
IJCAI
Di Jin, Meng Ge, Liang Yang, Dongxiao He, Longbiao Wang, Weixiong Zhang
2018 A* conf
Multi-Facet Network Embedding: Beyond the General Solution of Detection and Representation.
AAAI
Liang Yang, Yuanfang Guo, Xiaochun Cao
2018 J jnl
Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang
2017 A* conf
Multi-Component Nonnegative Matrix Factorization.
IJCAI
Jing Wang, Feng Tian, Xiao Wang, Hongchuan Yu, Chang Hong Liu, Liang Yang
2017 J jnl
Multiple Semantic Matching on Augmented N-Partite Graph for Object Co-Segmentation.
IEEE Trans. Image Process.
Chuan Wang, Hua Zhang, Liang Yang, Xiaochun Cao, Hongkai Xiong
2016 J jnl
A fast space-saving algorithm for maximal co-location pattern mining.
Expert Syst. Appl.
Xiaojing Yao, Ling Peng, Liang Yang, Tianhe Chi
2016 A* conf
Modularity Based Community Detection with Deep Learning.
IJCAI
Liang Yang, Xiaochun Cao, Dongxiao He, Chuan Wang, Xiao Wang, Weixiong Zhang
2016 A* conf
Semantic Community Identification in Large Attribute Networks.
AAAI
Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang
2016 J jnl
Total Variation Regularized RPCA for Irregularly Moving Object Detection Under Dynamic Background.
IEEE Trans. Cybern.
Xiaochun Cao, Liang Yang, Xiaojie Guo
2015 J jnl
A Unified Semi-Supervised Community Detection Framework Using Latent Space Graph Regularization.
IEEE Trans. Cybern.
Liang Yang, Xiaochun Cao, Di Jin, Xiao Wang, Dan Meng
2015 Misc conf
An Approach for Mitigating Potential Threats in Practical SSO Systems.
Inscrypt
Menghao Li, Liang Yang, Zimu Yuan, Rui Zhang, Rui Xue
2015 A* conf
Deep People Counting in Extremely Dense Crowds.
ACM Multimedia
Chuan Wang, Hua Zhang, Liang Yang, Si Liu, Xiaochun Cao
2014 — conf
Robust Foreground Detection Using Smoothness and Arbitrariness Constraints.
ECCV (7)
Xiaojie Guo, Xinggang Wang, Liang Yang, Xiaochun Cao, Yi Ma