SZ
Sihang Zhou
cs.LGcs.AIcs.CVcs.IRcs.CLAlgorithmscs.MMstat.MLBenchmarkingBiomarkers, Tumor
On Valency
published · living versionsW_qcgaxbep·v1 · currentpublished
Efficient LLM-based Subgraph Retrieval for Multi-Hop Knowledge Base Question Answering
with Duanyang Yuan, Xiaoshu Chen, Haoyuan Chen, Ke Liang +1
1 version
Preprints & journals
64 papers in the corpus · 2011–2026AMGC2: Rethinking Deep Graph Clustering With a High Attribute-Missing Ratio.42611662 · Tu, Wenxuan, Cheng, Jieren, Guan, Renxiang et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Keep the Needle, Prune the Haystack: Defect-Preserving Token Pruning for Efficient Zero-Shot Anomaly Detection2608.03681v3 · Yanning Hou, Jingyuan Zhang, Xiaoyun Wang et al.2026 · 0 citationsarXiv
FreqAnchorAD: Language-Free Zero-Shot Anomaly Detection via Frequency-Deviation Anchoring2608.00695v1 · Jianfeng Qiu, Peiyuan Li, Juan Xie et al.2026 · 0 citationsarXiv
Decoupled Travel Planning with Behavior Forest2604.21354v1 · Duanyang Yuan, Sihang Zhou, Yanning Hou et al.2026 · 0 citationsarXiv
Establishment of a Methodology for PAX1 and CADM1 Methylation Detection and Preliminary Assessment of Its Clinical Value for Cervical Cancer Diagnosis.41992484 · Zhou, Sihang, Chen, Siyu, Xu, Songxiao2026 · 0 citationsDiagnostic cytopathology. 2026;54(7):497-505
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
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
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
Putting on the Thinking Hats: A Survey on Chain of Thought Fine-tuning from the Perspective of Human Reasoning Mechanism2510.13170v2 · Xiaoshu Chen, Sihang Zhou, Ke Liang et al.2025 · 0 citationsarXiv
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
WAGE: Weight-Sharing Attribute-Missing Graph Autoencoder.40184302 · Tu, Wenxuan, Zhou, Sihang, Liu, Xinwang et al.2025 · 14 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(7):5760-5777
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster2505.18642v1 · Xiao Chen, Sihang Zhou, Ke Liang et al.2025 · 0 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
Improved Dual Correlation Reduction Network With Affinity Recovery.39028595 · Liu, Yue, Zhou, Sihang, Yang, Xihong et al.2025 · 14 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):6159-6173
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network.38215316 · Tu, Wenxuan, Xiao, Bin, Liu, Xinwang et al.2025 · 25 citationsIEEE transactions on neural networks and learning systems. 2025;36(2):3244-3257
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
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
Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining.37590106 · Tu, Wenxuan, Zhou, Sihang, Liu, Xinwang et al.2024 · 36 citationsIEEE transactions on neural networks and learning systems. 2024;35(11):16748-16761
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
Task-Related Saliency for Few-Shot Image Classification.37027620 · Zhou, Zhenyu, Luo, Lei, Zhou, Sihang et al.2025 · 8 citationsIEEE transactions on neural networks and learning systems. 2024;35(8):10751-10763
Deep Fusion Clustering Network With Reliable Structure Preservation.36395139 · Gong, Lei, Tu, Wenxuan, Zhou, Sihang et al.2024 · 22 citationsIEEE transactions on neural networks and learning systems. 2024;35(6):7792-7803
Multiview Deep Anomaly Detection: A Systematic Exploration.35767484 · Wang, Siqi, Liu, Jiyuan, Yu, Guang et al.2024 · 20 citationsIEEE transactions on neural networks and learning systems. 2024;35(2):1651-1665
Interpolation-Based Contrastive Learning for Few-Label Semi-Supervised Learning.35797319 · Yang, Xihong, Hu, Xiaochang, Zhou, Sihang et al.2024 · 63 citationsIEEE transactions on neural networks and learning systems. 2024;35(2):2054-2065
One-Step Late Fusion Multi-view Clustering with Compressed Subspace2401.01558v3 · Qiyuan Ou, Pei Zhang, Sihang Zhou et al.2024 · 3 citationsarXiv
Anchor-based Multi-view Subspace Clustering with Hierarchical Feature Descent2310.07166v2 · Qiyuan Ou, Siwei Wang, Pei Zhang et al.2023 · 63 citationsarXiv
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification2309.11845v2 · Meng Liu, Ke Liang, Dayu Hu et al.2023 · 40 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
Late Fusion Multiple Kernel Clustering With Proxy Graph Refinement.34648458 · Wang, Siwei, Liu, Xinwang, Liu, Li et al.2023 · 111 citationsIEEE transactions on neural networks and learning systems. 2023;34(8):4359-4370
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
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
RARE: Robust Masked Graph Autoencoder2304.01507v2 · Wenxuan Tu, Qing Liao, Sihang Zhou et al.2023 · 37 citationsarXiv
GANN: Graph Alignment Neural Network for Semi-Supervised Learning2303.07778v1 · Linxuan Song, Wenxuan Tu, Sihang Zhou et al.2023 · 16 citationsarXiv
E 3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.35793301 · Wang, Siqi, Zeng, Yijie, Yu, Guang et al.2023 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(3):2952-2969
Cluster-guided Contrastive Graph Clustering Network2301.01098v1 · Xihong Yang, Yue Liu, Sihang Zhou et al.2023 · 142 citationsarXiv
Multiple Kernel Clustering With Compressed Subspace Alignment.34242173 · Zhou, Sihang, Ou, Qiyuan, Liu, Xinwang et al.2023 · 40 citationsIEEE transactions on neural networks and learning systems. 2023;34(1):252-263
Hard Sample Aware Network for Contrastive Deep Graph Clustering2212.08665v3 · Yue Liu, Xihong Yang, Sihang Zhou et al.2022 · 140 citationsarXiv
GraphLearner: Graph Node Clustering with Fully Learnable Augmentation2212.03559v3 · Xihong Yang, Erxue Min, Ke Liang et al.2022 · 20 citationsarXiv
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource2211.12875v4 · Yue Liu, Jun Xia, Sihang Zhou et al.2022 · 37 citationsarXiv
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure2211.10738v4 · Ke Liang, Yue Liu, Sihang Zhou et al.2022 · 155 citationsarXiv
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images.35468060 · Zimmerer, David, Full, Peter M, Isensee, Fabian et al.2022 · 68 citationsIEEE transactions on medical imaging. 2022;41(10):2728-2738
Semantic instance segmentation with discriminative deep supervision for medical images.36208573 · Zhou, Sihang, Nie, Dong, Adeli, Ehsan et al.2022 · 25 citationsMedical image analysis. 2022;82:102626
Career total: 127 works. 64 are in this corpus.Showing the 50 most recent.
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