Machine Learning Applications in the Routing in Computer Networks. - Ke Liang 006; Mitchel Myers (CoRR, 2021)

Relational Symmetry based Knowledge Graph Contrastive Learning. - Ke Liang 006; Yue Liu 008; Sihang Zhou 001; Xinwang Liu 002; Wenxuan Tu (CoRR, 2022)

A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application. - Yue Liu 008; Jun Xia 001; Sihang Zhou 001; Siwei Wang 001; Xifeng Guo 001; Xihong Yang; Ke Liang 006; Wenxuan Tu; Stan Z. Li; Xinwang Liu 002 (CoRR, 2022)

Reasoning over Different Types of Knowledge Graphs: Static, Temporal and Multi-Modal. - Ke Liang 006; Lingyuan Meng; Meng Liu 014; Yue Liu 008; Wenxuan Tu; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002; Fuchun Sun 001 (CoRR, 2022)

Hard Sample Aware Network for Contrastive Deep Graph Clustering. - Yue Liu 008; Xihong Yang; Sihang Zhou 001; Xinwang Liu 002; Zhen Wang; Ke Liang 006; Wenxuan Tu; Liang Li; Jingcan Duan; Cancan Chen (AAAI, 2023)

Dink-Net: Neural Clustering on Large Graphs. - Yue Liu 008; Ke Liang 006; Jun Xia 001; Sihang Zhou 001; Xihong Yang; Xinwang Liu 002; Stan Z. Li (ICML, 2023)

TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification. - Meng Liu 014; Ke Liang 006; Dayu Hu; Hao Yu; Yue Liu 008; Lingyuan Meng; Wenxuan Tu; Sihang Zhou 001; Xinwang Liu 002 (ACM Multimedia, 2023)

Reinforcement Graph Clustering with Unknown Cluster Number. - Yue Liu 008; Ke Liang 006; Jun Xia 001; Xihong Yang; Sihang Zhou 001; Meng Liu 014; Xinwang Liu 002; Stan Z. Li (ACM Multimedia, 2023)

Efficient Multi-View Graph Clustering with Local and Global Structure Preservation. - Yi Wen 001; Suyuan Liu; Xinhang Wan; Siwei Wang 001; Ke Liang 006; Xinwang Liu 002; Xihong Yang; Pei Zhang 008 (ACM Multimedia, 2023)

Scalable Incomplete Multi-View Clustering with Structure Alignment. - Yi Wen 001; Siwei Wang 001; Ke Liang 006; Weixuan Liang; Xinhang Wan; Xinwang Liu 002; Suyuan Liu; Jiyuan Liu 003; En Zhu (ACM Multimedia, 2023)

DealMVC: Dual Contrastive Calibration for Multi-view Clustering. - Xihong Yang; Jiaqi Jin; Siwei Wang 001; Ke Liang 006; Yue Liu 008; Yi Wen 001; Suyuan Liu; Sihang Zhou 001; Xinwang Liu 002; En Zhu (ACM Multimedia, 2023)

CONVERT: Contrastive Graph Clustering with Reliable Augmentation. - Xihong Yang; Cheng Tan 012; Yue Liu 008; Ke Liang 006; Siwei Wang 001; Sihang Zhou 001; Jun Xia 001; Stan Z. Li; Xinwang Liu 002; En Zhu (ACM Multimedia, 2023)

Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning. - Ke Liang 006; Lingyuan Meng; Meng Liu 014; Yue Liu 008; Wenxuan Tu; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002 (SIGIR, 2023)

Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment. - Meng Liu 014; Ke Liang 006; Bin Xiao 001; Sihang Zhou 001; Wenxuan Tu; Yue Liu 008; Xihong Yang; Xinwang Liu 002 (CoRR, 2023)

Pseudo-label Correction and Learning For Semi-Supervised Object Detection. - Yulin He; Wei Chen 009; Ke Liang 006; Yusong Tan; Zhengfa Liang; Yulan Guo (CoRR, 2023)

SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning. - Lingyuan Meng; Ke Liang 006; Bin Xiao 001; Sihang Zhou 001; Yue Liu 008; Meng Liu 014; Xihong Yang; Xinwang Liu 002 (CoRR, 2023)

Deep Temporal Graph Clustering. - Meng Liu 014; Yue Liu 008; Ke Liang 006; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002 (CoRR, 2023)

Message Intercommunication for Inductive Relation Reasoning. - Ke Liang 006; Lingyuan Meng; Sihang Zhou 001; Siwei Wang 001; Wenxuan Tu; Yue Liu 008; Meng Liu 014; Xinwang Liu 002 (CoRR, 2023)

arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering. - Meng Liu 014; Ke Liang 006; Yue Liu 008; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002 (CoRR, 2023)

Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning. - Ke Liang 006; Sihang Zhou 001; Yue Liu 008; Lingyuan Meng; Meng Liu 014; Xinwang Liu 002 (CoRR, 2023)

Single-cell Multi-view Clustering via Community Detection with Unknown Number of Clusters. - Dayu Hu; Zhibin Dong; Ke Liang 006; Jun Wang 118; Siwei Wang 001; Xinwang Liu 002 (CoRR, 2023)

Single-Cell Clustering via Dual-Graph Alignment. - Dayu Hu; Ke Liang 006; Xinwang Liu 002 (CoRR, 2023)

scDFC: A deep fusion clustering method for single-cell RNA-seq data. - Dayu Hu; Ke Liang 006; Sihang Zhou 001; Wenxuan Tu; Meng Liu 014; Xinwang Liu 002 (Briefings Bioinform., 2023)

ABSLearn: a GNN-based framework for aliasing and buffer-size information retrieval. - Ke Liang 006; Jim Tan; Dongrui Zeng; Yongzhe Huang; Xiaolei Huang; Gang Tan (Pattern Anal. Appl., 2023)

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations. - Ke Liang 006; Sihang Zhou 001; Meng Liu 014; Yue Liu 008; Wenxuan Tu; Yi Zhang 104; Liming Fang 001; Zhe Liu 001; Xinwang Liu 002 (AAAI, 2024)

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs. - Ke Liang 006; Lingyuan Meng; Sihang Zhou 001; Wenxuan Tu; Siwei Wang 001; Yue Liu 008; Meng Liu 014; Long Zhao 002; Xiangjun Dong 001; Xinwang Liu 002 (AAAI, 2024)

Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View Clustering. - Suyuan Liu; Ke Liang 006; Zhibin Dong; Siwei Wang 001; Xihong Yang; Sihang Zhou 001; En Zhu; Xinwang Liu 002 (CVPR, 2024)

Deep Temporal Graph Clustering. - Meng Liu 014; Yue Liu 008; Ke Liang 006; Wenxuan Tu; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002 (ICLR, 2024)

Don't Turn a Blind Eye to Localization Noise: Localization Pseudo-label Correction and Learning for Semi-Supervised Object Detection. - Yulin He; Wei Chen 009; Zhengfa Liang; Ke Liang 006; Yusong Tan; Tianrui Liu; Yulan Guo (ICME, 2024)

Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning. - Ke Liang 006; Lingyuan Meng; Yue Liu 008; Meng Liu 014; Wei Wei; Suyuan Liu; Wenxuan Tu; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002 (ACM Multimedia, 2024)

GraphLearner: Graph Node Clustering with Fully Learnable Augmentation. - Xihong Yang; Erxue Min; Ke Liang 006; Yue Liu 008; Siwei Wang 001; Sihang Zhou 001; Huijun Wu 001; Xinwang Liu 002; En Zhu (ACM Multimedia, 2024)

Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding. - Ke Liang 006; Yue Liu 008; Hao Li 025; Lingyuan Meng; Suyuan Liu; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002 (NeurIPS, 2024)

Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering. - Suyuan Liu; Siwei Wang 001; Ke Liang 006; Junpu Zhang; Zhibin Dong; Tianrui Liu 001; En Zhu; Xinwang Liu 002; Kunlun He (NeurIPS, 2024)

scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic data. - Dayu Hu; Renxiang Guan; Ke Liang 006; Hao Yu; Hao Quan; Yawei Zhao; Xinwang Liu 002; Kunlun He (Briefings Bioinform., 2024)

Effective multi-modal clustering method via skip aggregation network for parallel scRNA-seq and scATAC-seq data. - Dayu Hu; Ke Liang 006; Zhibin Dong; Jun Wang 118; Yawei Zhao; Kunlun He (Briefings Bioinform., 2024)

Post-Semantic-Thinking: A Robust Strategy to Distill Reasoning Capacity from Large Language Models. - Xiaoshu Chen; Sihang Zhou 001; Ke Liang 006; Xinwang Liu 002 (CoRR, 2024)

Object Style Diffusion for Generalized Object Detection in Urban Scene. - Hao Li 025; Xiangyuan Yang; Mengzhu Wang; Long Lan; Ke Liang 006; Xinwang Liu 002; Kenli Li 001 (CoRR, 2024)

Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure. - Ke Liang 006; Yue Liu 008; Sihang Zhou 001; Wenxuan Tu; Yi Wen 001; Xihong Yang; Xiangjun Dong 001; Xinwang Liu 002 (IEEE Trans. Knowl. Data Eng., 2024)

High-order Topology for Deep Single-Cell Multiview Fuzzy Clustering. - Dayu Hu; Zhibin Dong; Ke Liang 006; Hao Yu; Siwei Wang 001; Xinwang Liu 002 (IEEE Trans. Fuzzy Syst., 2024)

Simple Contrastive Graph Clustering. - Yue Liu 008; Xihong Yang; Sihang Zhou 001; Xinwang Liu 002; Siwei Wang 001; Ke Liang 006; Wenxuan Tu; Liang Li (IEEE Trans. Neural Networks Learn. Syst., 2024)

Unpaired Multi-View Graph Clustering With Cross-View Structure Matching. - Yi Wen 001; Siwei Wang 001; Qing Liao 001; Weixuan Liang; Ke Liang 006; Xinhang Wan; Xinwang Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal. - Ke Liang 006; Lingyuan Meng; Meng Liu 014; Yue Liu 008; Wenxuan Tu; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002; Fuchun Sun 001; Kunlun He (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

FedEAN: Entity-Aware Adversarial Negative Sampling for Federated Knowledge Graph Reasoning. - Lingyuan Meng; Ke Liang 006; Hao Yu; Yue Liu 008; Sihang Zhou 001; Meng Liu 014; Xinwang Liu 002 (IEEE Trans. Knowl. Data Eng., 2024)

Knowledge Graph Completion with Relation-Aware Anchor Enhancement. - Duanyang Yuan; Sihang Zhou 001; Xiaoshu Chen; Dong Wang 004; Ke Liang 006; Xinwang Liu 002; Jian Huang (AAAI, 2025)

Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels. - Jiyuan Liu 003; Xinwang Liu 002; Chuankun Li; Xinhang Wan; Hao Tan; Yi Zhang 104; Weixuan Liang; Qian Qu; Yu Feng; Renxiang Guan; Ke Liang 006 (CVPR, 2025)

Enhanced then Progressive Fusion with View Graph for Multi-View Clustering. - Zhibin Dong; Meng Liu 014; Siwei Wang 001; Ke Liang 006; Yi Zhang 104; Suyuan Liu; Jiaqi Jin; Xinwang Liu 002; En Zhu (CVPR, 2025)

EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View Clustering. - Baili Xiao; Zhibin Dong; Ke Liang 006; Suyuan Liu; Siwei Wang 001; Tianrui Liu 001; Xingchen Hu; En Zhu; Xinwang Liu 002 (CVPR, 2025)

Complex knowledge base question answering with difficulty-aware active data augmentation. - Dong Wang 004; Sihang Zhou 001; Cong Zhou; Ke Liang 006; Chuanli Wang; Huang Jian (Expert Syst. Appl., 2025)

Eyes on Islanded Nodes: Better Reasoning via Structure Augmentation and Feature Co-Training on Bi-Level Knowledge Graphs. - Hao Li; Ke Liang 006; Wenjing Yang 002; Lingyuan Meng; Yaohua Wang; Sihang Zhou 001; Xinwang Liu 002 (IEEE Trans. Image Process., 2025)

MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion. - Ke Liang 006; Lingyuan Meng; Hao Li 025; Meng Liu 014; Siwei Wang 001; Sihang Zhou 001; Xinwang Liu 002; Kunlun He (IEEE Trans. Multim., 2025)

GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order Optimization. - Hao Yu; Ke Liang 006; Dayu Hu; Wenxuan Tu; Chuan Ma 001; Sihang Zhou 001; Xinwang Liu 002 (IEEE Trans. Knowl. Data Eng., 2025)

SARF: Aliasing Relation-Assisted Self-Supervised Learning for Few-Shot Relation Reasoning. - Lingyuan Meng; Ke Liang 006; Bin Xiao 002; Sihang Zhou 001; Yue Liu 008; Meng Liu 014; Xihong Yang; Xinwang Liu 002; Jinyan Li (IEEE Trans. Neural Networks Learn. Syst., 2025)

Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization. - Hao Li 025; Yubin Xiao; Ke Liang 006; Mengzhu Wang; Long Lan; Kenli Li 001; Xinwang Liu 002 (CoRR, 2025)

Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment. - Meng Liu 014; Ke Liang 006; Yawei Zhao; Wenxuan Tu; Sihang Zhou 001; Xinbiao Gan; Xinwang Liu 002; Kunlun He (IEEE Trans. Neural Networks Learn. Syst., 2025)

Soft Reasoning Paths for Knowledge Graph Completion. - Yanning Hou; Sihang Zhou 001; Ke Liang 006; Lingyuan Meng; Xiaoshu Chen; Ke Xu; Siwei Wang 001; Xinwang Liu 002; Jian Huang (CoRR, 2025)

Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation. - Yi Wen 001; Yue Liu 008; Derong Xu; Huishi Luo; Pengyue Jia; Yiqing Wu; Siwei Wang 001; Ke Liang 006; Maolin Wang 001; Yiqi Wang 001; Fuzhen Zhuang; Xiangyu Zhao 001 (CoRR, 2025)

Contrastive Continual Multiview Clustering With Filtered Structural Fusion. - Xinhang Wan; Jiyuan Liu 003; Hao Yu; Qian Qu; Ao Li 002; Xinwang Liu 002; Ke Liang 006; Zhibin Dong; En Zhu (IEEE Trans. Neural Networks Learn. Syst., 2025)