Ke Liang

Orcid: 0000-0002-4837-455X

Affiliations:

National University of Defense Technology, China
Pennsylvania State University, PA, USA (former)

According to our database¹, Ke Liang authored at least 103 papers between 2021 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

STCF: Multi-View Clustering for Spatial Transcriptomics Based on Cross-View Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

Efficient LLM-Based Subgraph Retrieval for Multi-Hop Knowledge Base Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2026

A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2026

Knowledge Graph Reasoning Based on Information Enhancement and Subgraph Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2026

Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., May, 2026

Combined Dictionary Unfolding Network with Gradient-Adaptive Fidelity for Transferable Multi-Source Fusion.

[BibT_eX]

[DOI]

CoRR, May, 2026

SKIP: A Prototype-Based Scalable Knowledge Graph Representation Learning Method.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2026

Decoupled Travel Planning with Behavior Forest.

[BibT_eX]

[DOI]

CoRR, April, 2026

AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, April, 2026

Two Decades of Multi-View Clustering: Taxonomy, Application, and Challenge.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

Clustering Diffusion Model With Frequency-Signal Modulation for Variational Graph Autoencoders.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

ImgCoT: Compressing Long Chain of Thought into Compact Visual Tokens for Efficient Reasoning of Large Language Model.

[BibT_eX]

[DOI]

CoRR, January, 2026

Explainability-Guided Untargeted Attacks on Knowledge Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2026

Single-Cell Multi-View Clustering via Community Detection With Unknown Number of Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Biol. Bioinform., 2026

Object style diffusion for generalized object detection in urban scene.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Multi-scale signal modulation for variational graph autoencoders.

[BibT_eX]

[DOI]

Artif. Intell., 2026

Unveiling and Mitigating Untargeted Poisoning Attacks on Federated Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DMCAR: Disentangled Mixture-of-Experts with Context-Aware Routing for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

A General Anchor-Based Framework for Scalable Fair Clustering.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DAWN: Distributed LLM Multi-Agent Workflow Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Address Anomalies at Critical Crossroads for Graph Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2025

Deep Temporal Graph Clustering: A Comprehensive Benchmark and Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

Distilling Reasoning Ability From Large Language Models With Adaptive Thinking.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2025

Breaking the Gradient Barrier: Unveiling Large Language Models for Strategic Classification.

[BibT_eX]

[DOI]

CoRR, November, 2025

Multiview Temporal Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Thinking on Context: Inductive Relation Prediction Guided by the Reasoning Ability of Large Language Models.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2025

From Concrete to Abstract: Multi-View Clustering on Relational Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2025

Putting on the Thinking Hats: A Survey on Chain of Thought Fine-tuning from the Perspective of Human Reasoning Mechanism.

[BibT_eX]

[DOI]

CoRR, October, 2025

MAPO: Mixed Advantage Policy Optimization.

[BibT_eX]

[DOI]

CoRR, September, 2025

Contrastive Continual Multiview Clustering With Filtered Structural Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster.

[BibT_eX]

[DOI]

CoRR, May, 2025

Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2025

Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model.

[BibT_eX]

[DOI]

CoRR, March, 2025

SARF: Aliasing Relation-Assisted Self-Supervised Learning for Few-Shot Relation Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2025

GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2025

MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2025

Prototype-Driven Multi-View Attribute-Missing Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2025

Eyes on Islanded Nodes: Better Reasoning via Structure Augmentation and Feature Co-Training on Bi-Level Knowledge Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

Complex knowledge base question answering with difficulty-aware active data augmentation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

URS: A Unified Deep Region-Growing Framework for Sperm Structure Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

SAINT: Sequence-Aware Integration for Spatial Transcriptomics Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Incomplete Multi-view Deep Clustering with Data Imputation and Alignment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

SALVG: Latent Variable Gene Augmented Graph Learning for Multi-View Clustering in Spatial Transcriptomics.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

DPFMVC: Dynamic Progressive Fusion for Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Soft Reasoning Paths for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Efficient Federated Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

On the Adversarial Robustness of Multi-Kernel Clustering.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Topic-Enhanced Instruction Tuning for Automatic Knowledge Graph Construction.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Knowledge Graph (ICKG), 2025

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Enhanced then Progressive Fusion with View Graph for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Knowledge Graph Completion with Relation-Aware Anchor Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

FedEAN: Entity-Aware Adversarial Negative Sampling for Federated Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Unpaired Multi-View Graph Clustering With Cross-View Structure Matching.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic data.

[BibT_eX]

[DOI]

Briefings Bioinform., November, 2024

Simple Contrastive Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

High-order Topology for Deep Single-Cell Multiview Fuzzy Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., August, 2024

Effective multi-modal clustering method via skip aggregation network for parallel scRNA-seq and scATAC-seq data.

[BibT_eX]

[DOI]

Briefings Bioinform., March, 2024

Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2024

Post-Semantic-Thinking: A Robust Strategy to Distill Reasoning Capacity from Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

GraphLearner: Graph Node Clustering with Fully Learnable Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Don't Turn a Blind Eye to Localization Noise: Localization Pseudo-label Correction and Learning for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Deep Temporal Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

ABSLearn: a GNN-based framework for aliasing and buffer-size information retrieval.

[BibT_eX]

[DOI]

Pattern Anal. Appl., August, 2023

scDFC: A deep fusion clustering method for single-cell RNA-seq data.

[BibT_eX]

[DOI]

Briefings Bioinform., July, 2023

Single-Cell Clustering via Dual-Graph Alignment.

[BibT_eX]

[DOI]

Dayu Hu

Ke Liang

Xinwang Liu

CoRR, 2023

Single-cell Multi-view Clustering via Community Detection with Unknown Number of Clusters.

[BibT_eX]

[DOI]

CoRR, 2023

Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

Message Intercommunication for Inductive Relation Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Temporal Graph Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Pseudo-label Correction and Learning For Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment.

[BibT_eX]

[DOI]

CoRR, 2023

Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

CONVERT: Contrastive Graph Clustering with Reliable Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DealMVC: Dual Contrastive Calibration for Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Scalable Incomplete Multi-View Clustering with Structure Alignment.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Efficient Multi-View Graph Clustering with Local and Global Structure Preservation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Reinforcement Graph Clustering with Unknown Cluster Number.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Dink-Net: Neural Clustering on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Hard Sample Aware Network for Contrastive Deep Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Reasoning over Different Types of Knowledge Graphs: Static, Temporal and Multi-Modal.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application.

[BibT_eX]

[DOI]

CoRR, 2022

Relational Symmetry based Knowledge Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Machine Learning Applications in the Routing in Computer Networks.

[BibT_eX]

[DOI]

Ke Liang

Mitchel Myers

CoRR, 2021

Ke Liang

Timeline

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