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Viewing Publication 1 - 35 from 35

2025

Large-scale Multi-view Tensor Clustering with Implicit Linear KernelsJiyuan Liu 0003, Xinwang Liu 0002, Chuankun Li, Xinhang Wan, Hao Tan, Yi Zhang, Weixuan Liang, Qian Qu, Yu Feng, Renxiang Guan, Ke Liang 0006. cvpr 2025: 20727-20736 [doi]

MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph FusionKe Liang 0006, Lingyuan Meng, Hao Li 0025, Meng Liu 0014, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002, Kunlun He. tmm, 27:1722-1735, 2025. [doi]

Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity AlignmentMeng Liu 0014, Ke Liang 0006, Yawei Zhao, Wenxuan Tu, Sihang Zhou 0001, Xinbiao Gan, Xinwang Liu 0002, Kunlun He. tnn, 36(4):6355-6367, April 2025. [doi]

Enhanced then Progressive Fusion with View Graph for Multi-View ClusteringZhibin Dong, Meng Liu, Siwei Wang 0001, Ke Liang 0006, Yi Zhang, Suyuan Liu, Jiaqi Jin, Xinwang Liu 0002, En Zhu. cvpr 2025: 15518-15527 [doi]

Eyes on Islanded Nodes: Better Reasoning via Structure Augmentation and Feature Co-Training on Bi-Level Knowledge GraphsHao Li, Ke Liang 0006, Wenjing Yang 0002, Lingyuan Meng, Yaohua Wang, Sihang Zhou 0001, Xinwang Liu 0002. TIP, 34:3268-3280, 2025. [doi]

SARF: Aliasing Relation-Assisted Self-Supervised Learning for Few-Shot Relation ReasoningLingyuan Meng, Ke Liang 0006, Bin Xiao 0002, Sihang Zhou 0001, Yue Liu 0008, Meng Liu 0014, Xihong Yang, Xinwang Liu 0002, Jinyan Li. tnn, 36(2):3587-3597, February 2025. [doi]

Complex knowledge base question answering with difficulty-aware active data augmentationDong Wang, Sihang Zhou 0001, Cong Zhou, Ke Liang 0006, Chuanli Wang, Huang Jian. eswa, 280:127460, 2025. [doi]

EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View ClusteringBaili Xiao, Zhibin Dong, Ke Liang 0006, Suyuan Liu, Siwei Wang 0001, Tianrui Liu, Xingchen Hu, En Zhu, Xinwang Liu 0002. cvpr 2025: 20716-20726 [doi]

GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order OptimizationHao Yu, Ke Liang 0006, Dayu Hu, Wenxuan Tu, Chuan Ma 0001, Sihang Zhou 0001, Xinwang Liu 0002. tkde, 37(1):319-333, January 2025. [doi]

Knowledge Graph Completion with Relation-Aware Anchor EnhancementDuanyang Yuan, Sihang Zhou 0001, Xiaoshu Chen, Dong Wang, Ke Liang 0006, Xinwang Liu 0002, Jian Huang. AAAI 2025: 15239-15247 [doi]

2024

Unpaired Multi-View Graph Clustering With Cross-View Structure MatchingYi Wen 0001, Siwei Wang 0001, Qing Liao 0001, Weixuan Liang, Ke Liang 0006, Xinhang Wan, Xinwang Liu 0002. tnn, 35(11):16049-16063, November 2024. [doi]

Clustering then Propagation: Select Better Anchors for Knowledge Graph EmbeddingKe Liang 0006, Yue Liu 0008, Hao Li 0025, Lingyuan Meng, Suyuan Liu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. nips 2024: [doi]

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal CorrelationsKe Liang 0006, Sihang Zhou 0001, Meng Liu 0014, Yue Liu 0008, Wenxuan Tu, Yi Zhang, Liming Fang, Zhe Liu 0001, Xinwang Liu 0002. AAAI 2024: 8733-8741 [doi]

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced SubgraphsKe Liang 0006, Lingyuan Meng, Sihang Zhou 0001, Wenxuan Tu, Siwei Wang 0001, Yue Liu 0008, Meng Liu 0014, Long Zhao, Xiangjun Dong 0001, Xinwang Liu 0002. AAAI 2024: 10645-10653 [doi]

Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph ReasoningKe Liang 0006, Lingyuan Meng, Yue Liu 0008, Meng Liu 0014, Wei Wei, Suyuan Liu, Wenxuan Tu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. mm 2024: 1554-1563 [doi]

Knowledge Graph Contrastive Learning Based on Relation-Symmetrical StructureKe Liang 0006, Yue Liu 0008, Sihang Zhou, Wenxuan Tu, Yi Wen, Xihong Yang, Xiangjun Dong 0001, Xinwang Liu. tkde, 36(1):226-238, January 2024. [doi]

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-ModalKe Liang 0006, Lingyuan Meng, Meng Liu 0014, Yue Liu 0008, Wenxuan Tu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002, Fuchun Sun 0001, Kunlun He. pami, 46(12):9456-9478, December 2024. [doi]

Simple Contrastive Graph ClusteringYue Liu 0008, Xihong Yang, Sihang Zhou 0001, Xinwang Liu 0002, Siwei Wang 0001, Ke Liang 0006, Wenxuan Tu, Liang Li. tnn, 35(10):13789-13800, October 2024. [doi]

Deep Temporal Graph ClusteringMeng Liu 0014, Yue Liu 0008, Ke Liang 0006, Wenxuan Tu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. iclr 2024: [doi]

Don't Turn a Blind Eye to Localization Noise: Localization Pseudo-label Correction and Learning for Semi-Supervised Object DetectionYulin He, Wei Chen, Zhengfa Liang, Ke Liang 0006, Yusong Tan, Tianrui Liu, Yulan Guo. icmcs 2024: 1-6 [doi]

High-order Topology for Deep Single-Cell Multiview Fuzzy ClusteringDayu Hu, Zhibin Dong, Ke Liang 0006, Hao Yu, Siwei Wang 0001, Xinwang Liu 0002. tfs, 32(8):4448-4459, August 2024. [doi]

Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View ClusteringSuyuan Liu, Ke Liang 0006, Zhibin Dong, Siwei Wang 0001, Xihong Yang, Sihang Zhou 0001, En Zhu, Xinwang Liu 0002. cvpr 2024: 26151-26161 [doi]

Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View ClusteringSuyuan Liu, Siwei Wang 0001, Ke Liang 0006, Junpu Zhang, Zhibin Dong, Tianrui Liu, En Zhu, Xinwang Liu 0002, Kunlun He. nips 2024: [doi]

FedEAN: Entity-Aware Adversarial Negative Sampling for Federated Knowledge Graph ReasoningLingyuan Meng, Ke Liang 0006, Hao Yu, Yue Liu 0008, Sihang Zhou 0001, Meng Liu 0014, Xinwang Liu 0002. tkde, 36(12):8206-8219, December 2024. [doi]

GraphLearner: Graph Node Clustering with Fully Learnable AugmentationXihong Yang, Erxue Min, Ke Liang 0006, Yue Liu 0008, Siwei Wang 0001, Sihang Zhou 0001, Huijun Wu 0001, Xinwang Liu 0002, En Zhu. mm 2024: 5517-5526 [doi]

2023

ABSLearn: a GNN-based framework for aliasing and buffer-size information retrievalKe Liang 0006, Jim Tan, Dongrui Zeng, Yongzhe Huang, Xiaolei Huang, Gang Tan. paa, 26(3):1171-1189, August 2023. [doi]

Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph ReasoningKe Liang 0006, Lingyuan Meng, Meng Liu, Yue Liu, Wenxuan Tu, Siwei Wang, Sihang Zhou, Xinwang Liu. sigir 2023: 1559-1568 [doi]

Dink-Net: Neural Clustering on Large GraphsYue Liu 0008, Ke Liang 0006, Jun Xia, Sihang Zhou, Xihong Yang, Xinwang Liu, Stan Z. Li. icml 2023: 21794-21812 [doi]

scDFC: A deep fusion clustering method for single-cell RNA-seq dataDayu Hu, Ke Liang 0006, Sihang Zhou, Wenxuan Tu, Meng Liu 0014, Xinwang Liu. bib, 24(4), July 2023. [doi]

Hard Sample Aware Network for Contrastive Deep Graph ClusteringYue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu, Zhen Wang, Ke Liang 0006, Wenxuan Tu, Liang Li, Jingcan Duan, Cancan Chen. AAAI 2023: 8914-8922 [doi]

Reinforcement Graph Clustering with Unknown Cluster NumberYue Liu, Ke Liang 0006, Jun Xia, Xihong Yang, Sihang Zhou, Meng Liu, Xinwang Liu, Stan Z. Li. mm 2023: 3528-3537 [doi]

TMac: Temporal Multi-Modal Graph Learning for Acoustic Event ClassificationMeng Liu, Ke Liang 0006, Dayu Hu, Hao Yu, Yue Liu, Lingyuan Meng, Wenxuan Tu, Sihang Zhou, Xinwang Liu. mm 2023: 3365-3374 [doi]

Efficient Multi-View Graph Clustering with Local and Global Structure PreservationYi Wen, Suyuan Liu, Xinhang Wan, Siwei Wang, Ke Liang 0006, Xinwang Liu, Xihong Yang, Pei Zhang 0008. mm 2023: 3021-3030 [doi]

DealMVC: Dual Contrastive Calibration for Multi-view ClusteringXihong Yang, Jin Jiaqi, Siwei Wang, Ke Liang 0006, Yue Liu 0008, Yi Wen, Suyuan Liu, Sihang Zhou, Xinwang Liu, En Zhu. mm 2023: 337-346 [doi]

CONVERT: Contrastive Graph Clustering with Reliable AugmentationXihong Yang, Cheng Tan, Yue Liu, Ke Liang 0006, Siwei Wang, Sihang Zhou, Jun Xia, Stan Z. Li, Xinwang Liu, En Zhu. mm 2023: 319-327 [doi]

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