KL
Ke Liang
cs.LGcs.AIcs.IRcs.CVdeep learningAlgorithmsclusteringcs.CLcs.NIChromatin
On Valency
published · living versionsW_qcgaxbep·v1 · currentpublished
Efficient LLM-based Subgraph Retrieval for Multi-Hop Knowledge Base Question Answering
with Duanyang Yuan, Sihang Zhou, Xiaoshu Chen, Haoyuan Chen +1
1 version
Preprints & journals
55 papers in the corpus · 2018–2026Propagating Cross-View Semantics for Multi-View Clustering: A Unified Anchor Refinement Paradigm.42441464 · Liu, Suyuan, Wang, Siwei, Liang, Ke et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(11):14299-14314
Align Entities With Ontologies: LLM-Enhanced Inductive Subgraph Reasoning Over Ontology-Based Knowledge Graphs.42726620 · Li, Hao, Liang, Ke, Meng, Lingyuan et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Dictionary Multi-Modal Temporal Graph Learning.41915508 · Liu, Meng, Liang, Ke, Li, Miaomiao et al.2026 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9606-9623
STCF: Multi-View Clustering for Spatial Transcriptomics Based on Cross-View Fusion.41701605 · Zhu, Zeyu, Liang, Ke, Meng, Lingyuan et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7503-7520
EyeRAG: graph retrieval-augmented generation for safe and accurate clinical dialogue in ophthalmology.42249114 · Zhao, Kaikai, Kang, Daohuan, Yu, Tao et al.2026 · 0 citationsNPJ digital medicine. 2026;9(1)
Combined Dictionary Unfolding Network with Gradient-Adaptive Fidelity for Transferable Multi-Source Fusion2605.00461v1 · Ge Luo, Jun-Jie Huang, Qi Yu et al.2026 · 0 citationsarXiv
Knowledge Graph Reasoning Based on Information Enhancement and Subgraph Alignment.41201936 · Li, Miaomiao, Liang, Ke, Lai, Yuping et al.2026 · 1 citationIEEE transactions on neural networks and learning systems. 2026;37(5):2066-2078
Decoupled Travel Planning with Behavior Forest2604.21354v1 · Duanyang Yuan, Sihang Zhou, Yanning Hou et al.2026 · 0 citationsarXiv
SKIP: A Prototype-Based Scalable Knowledge Graph Representation Learning Method.41296975 · Liu, Yue, Liang, Ke, Xia, Jun et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(4):1779-1792
Two Decades of Multi-view Clustering: Taxonomy, Application, and Challenge.41343307 · Liu, Xinwang, Liang, Ke, Wang, Jun et al.2025 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation2604.20844v1 · Yanning Hou, Duanyang Yuan, Sihang Zhou et al.2026 · 0 citationsarXiv
Clustering Diffusion Model With Frequency-Signal Modulation for Variational Graph Autoencoders.40996996 · Cheng, Junwei, Liang, Ke, Feng, Pengxing et al.2026 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1503-1520
ImgCoT: Compressing Long Chain of Thought into Compact Visual Tokens for Efficient Reasoning of Large Language Model2601.22730v1 · Xiaoshu Chen, Sihang Zhou, Ke Liang et al.2026 · 0 citationsarXiv
Single-cell Multi-view Clustering via Community Detection with Unknown Number of Clusters.41289140 · Hu, Dayu, Guan, Renxiang, Dong, Zhibin et al.2025 · 17 citationsIEEE transactions on computational biology and bioinformatics. 2025;PP
CLUENet: Cluster Attention Makes Neural Networks Have Eyes2512.06345v2 · Xiangshuai Song, Jun-Jie Huang, Tianrui Liu et al.2025 · 0 citationsarXiv
Deep Temporal Graph Clustering: A Comprehensive Benchmark and Datasets.40773389 · Liu, Meng, Liang, Ke, Wang, Siwei et al.2025 · 24 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(12):11561-11578
A General Anchor-Based Framework for Scalable Fair Clustering2511.09889v1 · Shengfei Wei, Suyuan Liu, Jun Wang et al.2025 · 0 citationsarXiv
Distilling Reasoning Ability From Large Language Models With Adaptive Thinking.40824983 · Chen, Xiaoshu, Zhou, Sihang, Liang, Ke et al.2025 · 2 citationsIEEE transactions on neural networks and learning systems. 2025;36(11):19820-19833
From Concrete to Abstract: Multi-View Clustering on Relational Knowledge.40577304 · Liang, Ke, Meng, Lingyuan, Li, Hao et al.2025 · 51 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):9043-9060
Multiview Temporal Graph Clustering.40663658 · Liu, Meng, Liang, Ke, Yu, Hao et al.2025 · 13 citationsIEEE transactions on neural networks and learning systems. 2025;36(10):18383-18396
Contrastive Continual Multiview Clustering With Filtered Structural Fusion.40030500 · Wan, Xinhang, Liu, Jiyuan, Yu, Hao et al.2025 · 24 citationsIEEE transactions on neural networks and learning systems. 2025;36(8):14829-14842
Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation2505.20227v1 · Yi Wen, Yue Liu, Derong Xu et al.2025 · 3 citationsarXiv
Soft Reasoning Paths for Knowledge Graph Completion2505.03285v2 · Yanning Hou, Sihang Zhou, Ke Liang et al.2025 · 5 citationsarXiv
Knowledge Graph Completion with Relation-Aware Anchor Enhancement2504.06129v2 · Duanyang Yuan, Sihang Zhou, Xiaoshu Chen et al.2025 · 8 citationsarXiv
Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment.38648135 · Liu, Meng, Liang, Ke, Zhao, Yawei et al.2025 · 106 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):6355-6367
Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization2503.13617v2 · Hao Li, Yubin Xiao, Ke Liang et al.2025 · 0 citationsarXiv
SARF: Aliasing Relation-Assisted Self-Supervised Learning for Few-Shot Relation Reasoning.38315591 · Meng, Lingyuan, Liang, Ke, Xiao, Bin et al.2025 · 23 citationsIEEE transactions on neural networks and learning systems. 2025;36(2):3587-3597
Eyes on Islanded Nodes: Better Reasoning via Structure Augmentation and Feature Co-Training on Bi-Level Knowledge Graphs.40440156 · Li, Hao, Liang, Ke, Yang, Wenjing et al.2025 · 4 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:3268-3280
Object Style Diffusion for Generalized Object Detection in Urban Scene2412.13815v1 · Hao Li, Xiangyuan Yang, Mengzhu Wang et al.2024 · 3 citationsarXiv
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal.38941209 · Liang, Ke, Meng, Lingyuan, Liu, Meng et al.2024 · 338 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):9456-9478
Unpaired Multi-View Graph Clustering With Cross-View Structure Matching.37531311 · Wen, Yi, Wang, Siwei, Liao, Qing et al.2024 · 69 citationsIEEE transactions on neural networks and learning systems. 2024;35(11):16049-16063
Simple Contrastive Graph Clustering.37368805 · Liu, Yue, Yang, Xihong, Zhou, Sihang et al.2024 · 201 citationsIEEE transactions on neural networks and learning systems. 2024;35(10):13789-13800
scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic data.39344711 · Hu, Dayu, Guan, Renxiang, Liang, Ke et al.2024 · 38 citationsBriefings in bioinformatics. 2024;25(6)
Effective multi-modal clustering method via skip aggregation network for parallel scRNA-seq and scATAC-seq data.38493338 · Hu, Dayu, Liang, Ke, Dong, Zhibin et al.2024 · 68 citationsBriefings in bioinformatics. 2024;25(2)
Single-Cell Deep Clustering Method Assisted by Exogenous Gene Information: A Novel Approach to Identifying Cell Types2311.17104v2 · Dayu Hu, Ke Liang, Hao Yu et al.2023 · 0 citationsarXiv
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification2309.11845v2 · Meng Liu, Ke Liang, Dayu Hu et al.2023 · 40 citationsarXiv
Scalable Incomplete Multi-View Clustering with Structure Alignment2308.16541v1 · Yi Wen, Siwei Wang, Ke Liang et al.2023 · 40 citationsarXiv
Efficient Multi-View Graph Clustering with Local and Global Structure Preservation2309.00024v1 · Yi Wen, Suyuan Liu, Xinhang Wan et al.2023 · 43 citationsarXiv
CONVERT:Contrastive Graph Clustering with Reliable Augmentation2308.08963v3 · Xihong Yang, Cheng Tan, Yue Liu et al.2023 · 63 citationsarXiv
DealMVC: Dual Contrastive Calibration for Multi-view Clustering2308.09000v3 · Xihong Yang, Jiaqi Jin, Siwei Wang et al.2023 · 157 citationsarXiv
Reinforcement Graph Clustering with Unknown Cluster Number2308.06827v1 · Yue Liu, Ke Liang, Jun Xia et al.2023 · 32 citationsarXiv
scDFC: A deep fusion clustering method for single-cell RNA-seq data.37280190 · Hu, Dayu, Liang, Ke, Zhou, Sihang et al.2023 · 80 citationsBriefings in bioinformatics. 2023;24(4)
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning2307.03591v1 · Ke Liang, Sihang Zhou, Yue Liu et al.2023 · 12 citationsarXiv
arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering2306.04962v1 · Meng Liu, Ke Liang, Yue Liu et al.2023 · 0 citationsarXiv
Dink-Net: Neural Clustering on Large Graphs2305.18405v3 · Yue Liu, Ke Liang, Jun Xia et al.2023 · 29 citationsarXiv
Quantitative Geometric Modeling of Blood Cells from X-ray Histotomograms of Whole Zebrafish Larvae.37292910 · Yakovlev, Maksim A, Liang, Ke, Zaino, Carolyn R et al.2023 · 1 citationbioRxiv : the preprint server for biology. 2023
Message Intercommunication for Inductive Relation Reasoning2305.14074v1 · Ke Liang, Lingyuan Meng, Sihang Zhou et al.2023 · 2 citationsarXiv
Deep Temporal Graph Clustering2305.10738v3 · Meng Liu, Yue Liu, Ke Liang et al.2023 · 46 citationsarXiv
Pseudo-label Correction and Learning For Semi-Supervised Object Detection2303.02998v1 · Yulin He, Wei Chen, Ke Liang et al.2023 · 3 citationsarXiv
Hard Sample Aware Network for Contrastive Deep Graph Clustering2212.08665v3 · Yue Liu, Xihong Yang, Sihang Zhou et al.2022 · 140 citationsarXiv
Career total: 110 works. 55 are in this corpus.Showing the 50 most recent.
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