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ORCID19th KSEM 2026: Beijing, China - Part III
- Jianwei Niu
, Meikang Qiu, Cungen Cao:
Knowledge Science, Engineering and Management - 19th International Conference, KSEM 2026, Beijing, China, July 17-19, 2026, Proceedings, Part III. Lecture Notes in Computer Science 16633, Springer 2027, ISBN 978-981-92-2855-3
Knowledge-Based Systems in Cybersecurity Threat Detection
- Hang Gao, Rui Ba, Kaiye Yu, Han Xing, Mengting Hu:
AI-Generated Image Homology Detection. 3-19 - Yanan Guo, Junqiang Song, Xiaoqun Cao, Fukang Yin, Hongze Leng:
KG-ART: Dual-Track Adversarial Reasoning for Knowledge Graph Question Answering. 20-31 - Bo Li, Jingyi Yan, Xing Wei, Qinghui Hu, Zhixin Li:
Image-Text Matching via Graph Counterfactual Learning and Trustworthy Alignment. 32-48 - Xiyu Zhang, Jigang Wen, Kun Xie, Yuxiang Chen:
A Graph Attention-Based Multimodal Fusion Approach for Encrypted Traffic Classification. 49-61
Knowledge and Data Integration
- Ningbo Gu, Huanchun Peng, Yang Yang, Yuxin Liu, Tianyu Wo, Qingqian Zhou:
IR-KG: An Industrial Robot Knowledge Graph Integrating Multi-source Heterogeneous Data. 65-77 - Jingyong Du, Wei Hu, Jianhua Lu, Jiahao Gu:
Hierarchical Attention-Driven Graph Aggregation with Dynamic Neighborhood Filtering (HAG-DF). 78-89 - Yuzhe Xin, Jing Yu, Keke Gai:
Personalized Federated Prompt Learning for Vision-Language Models: A Survey. 90-104 - Qi Ouyang, Beilei Zhang, Ran Li, Junjie Zhang, Shuxin Liu, Baolin Li:
FI-HGT: High-Order Feature Interactions via Heterogeneous Graph Transformer for Deep Social Bot Detection. 105-120 - Xiang Xu, Guanghai Cui, Zhihua Zhang, Yuanyuan Liu, Chenyu Gao, Guangjie Kou:
Structured Knowledge-Aware Knowledge Tracing. 121-132 - Qi He, Qingfeng Li, Ziheng Xu, Chen Chen, Ningbo Gu, Feng Hong:
SAC-SLAM: Building 3D Spatial Knowledge Bases via Surface-Aligned Consistent Mapping. 133-148
Knowledge Graph Construction
- Yuhang Lei, Xuchao Gong, Zhangyang Xu, Qiuyuan Wu, Bo Chen, Runlong Zhu:
ID-GraphRAG: An Incremental Construction Framework of Document-Level Retrieval-Augmented Knowledge Graphs with Multi-agent Verification. 151-162 - Si Cen, Han Liu:
SME: A Sub-Model Ensembling Approach of Bilinear Models for Knowledge Graph Completion. 163-179 - Weijie Dong, Rengaowa Sa:
MonMamba: A Hybrid State Space Model for Mongolian G2P with Linguistic Knowledge Guidance. 180-192 - Chunhui Zhu, Qiuming Tao, Qiming Zhou, Mingshu Li:
ZcoH: A Host-Device Collaborative Architecture for Knowledge Graph Storage on Small-Zone ZNS SSDs. 193-205 - Wenhao He, Jun Lu, Fei Kuang, Kanlun Tan:
Driver Action Disambiguation via Graph Topology Optimization in Smart Cockpits. 206-218 - Yuchen Zhou, Shubao Jin, Yuehong Yan, Rong Qian:
Multi-level Relations Modeling Based Graph Prototype Network. 219-235
Learning on Knowledge Graphs
- Rong Qian, Haonan Dong, Jiaxin Hou, Yuan Cui, Yuchen Zhou:
HeteroGuard: Hop-Disentangled Representation Learning on Heterogeneous Provenance Graphs for APT Detection. 239-255 - Tingting Yu, Dixin Luo:
SHOT: Structured Hierarchical Optimal Transport for Robust Graph Matching. 256-268 - Gangzheng Guo, Yajie Dou, Jikai Wang:
HAMLET: Heterogeneous Graph with Automated Meta-path Learning and Enhanced Transformer for List Recommendation. 269-281 - Yue Zhao, Wenbin Zhang, Feng Peng, Tianyi Xu, Mei Yu, Mankun Zhao:
Graph Convolutional Network with Enhanced Syntactic and Semantic Dependencies for Aspect-Based Sentiment Analysis. 282-293 - Yujie Wu, Fei Pu, Chenchen Liu, Bailin Yang, Lirong Cheng:
Dual-Stream Adaptive Topology-Aware Knowledge Graph Embedding. 294-305 - Yufei Gong, Minxin Wu, Xi Chen:
EbGraph: Ebbinghaus-Based Forgetting Implicit Graph for Temporal Knowledge Retrieval. 306-315 - Qingfeng Li, Chen Chen, Xiaoze Wu, Xiaozheng Xie, Ningbo Gu, Jianwei Niu:
From Glance to Inspection: Frontier Maps from Adaptive Weighting of Multi-dimensional Cues for Zero-Shot Object Navigation. 316-327 - Ningyuan Yu, Fang Liu, Qiming Zhao, Wei Jin, Wei Hu:
DV-HAT: Dual-View Hypergraph Attention Network for Graph Representation Learning. 328-339
Knowledge Graph Completion and Multi-modal
- Shihao Zhao, Xiaoyu Kang, Min Li, Zhixin Shi, Xuyang Li, Yanqiu Zhang:
CGA-Net: Fusing Cross-Modal Attention and Gated Mechanisms for Multi-modal Knowledge Graph Completion. 343-358 - Wenhao Ding, Xudong Luo, Kaile Su:
Medical Relation Extraction via Retrieval and Dynamic Triggering. 359-375 - Keqin Sun, Qiusong Yang, Mingshu Li:
Enhancing Chip Placement Generation Through Multi-channel Knowledge Graph Retrieval and Constraint-Aware Strategy Synthesis. 376-392 - Pan Deng, Xuefeng Liu, Chunming Hu:
FedAC: Selective High-Pass Sharing for Federated Graph Learning Under Dual Heterogeneity. 393-404 - Tengfan Weng, Xiaoyu Kang, Zhixin Shi:
Multimodal Fusion Case-Based Reasoning for Open-World Knowledge Graph Completion. 405-419 - Shuai Lu, Long Peng, Zhuo Li, Xiaodong Liu, Jie Yu:
AdaSSF: A Token-Efficient Adaptive Framework for Document-Level Knowledge Graph Extraction via Semantic-Spatial Fusion. 420-432
Knowledge Graph Applications
- Zihang Ye, Xianzhong Liu:
Cognitive Mycelium: A Federated Knowledge Management Architecture with Graph-Enhanced Retrieval. 435-450 - Huidi Zhu, Jingzheng Wu, Xiang Ling, Tianyue Luo, Chen Zhao:
Towards Graph-Based Code Generation: Competition-Level Coding Agents with Graph-Based Reasoning and Backtracking. 451-463 - Zhibin Zhang, Shasha Mo, Guanglei Song, Shuo Tan:
MSRNet: Multi-scale Spatiotemporal Retention Network for Motor Imagery Recognition. 464-475 - Lingzhong Dong, Ziqi Zhou, Pengzhou Cheng, Zongru Wu, Zheng Wu, Gongshen Liu, Zhuosheng Zhang:
Domain Adaptation of MLLM-Based GUI Agents in Documentation-Rich Environments with Standard Operating Procedures. 476-488 - Jianye Fu, Junhui Kuang, Honglong Chen, Youyi Huang, Shubin Cai:
Reasoning Without Rendering: Efficient 3D Scene Synthesis via ReAct-Based Solver Failure Recovery. 489-501 - Xian-Xian Liu, Weiling He, Amir H. Gandomi, Wei Luo, Juntao Gao, Mingkun Xu, Simon Fong, Jiang Cai:
S2-KFCM: A Spatial Kernelized Fuzzy C-Means Framework for Intermediate Gastrointestinal Bleeding Segmentation in Endoscopic Imaging. 502-514 - Mingxi Wang, Qingfeng Li, Chen Chen, Ningbo Gu, Xinlei Zhang, Kaiyao Liao, Mu Li:
SV-Plan: En-Route Task Planning Using Semantic Voronoi Graph. 515-528 - Yunzhi Guan, Sheng Cao:
Dynamic Pricing Method via Multi-armed Bandits in Graph Query-Based Data Market. 529-543
Deep Graph Neural Networks and Agents
- Xuefei Huang, Yanyan Bu, Na Zhang, Yingying Zhang, Hao Sheng, Ying Li:
MedConf-RAG: Reliable Medical LLMs with Gated Graph Integration and Conformal Factuality Guarantees. 547-558 - Kaihong Zheng, Jiaxin Wu, Linyun Sun, Jian Zhang:
Label Correlation Embedding Based Graph Attention Neural Network for Multi-instance Multi-label Learning. 559-572 - Jing Yu, Zhipeng Ru, Minggang Gan, Zhao Yue:
Selective Pseudo Word Inversion with MLLM Reasoning for Zero-Shot Composed Image Retrieval. 573-589 - Ding Luo, Wenhui Zhou, Zhengliang Ding, Xin Xiang, Zheng Dong, Wei Zhang, Guojun Dai:
GA-LLMRec: Recommender Systems with Graph-Augmented Large Language Models. 590-604 - Yijie Chen, Jiahao Chen, Guannan Liu, Dongqing Li, Shubin Cai, Zhong Ming:
VC-MARAG: Visual-Context Augmented Retrieval and Multi-agent Collaborative Generation for VQA. 605-616 - Shuang Liu, Qinggele Qi, Xiaohong Wu, Xinyang Deng:
Agent-on-Graph: An Autonomous Agent Framework for Multi-hop Reasoning over Knowledge Graph. 617-628 - Yicheng Li, Qianglong Chen, Zhirui Zhang, Yue Deng, Yan Gong, Yin Zhang:
Exp2RL: Enhancing LLM Agent Training with Expert Experiences. 629-640 - Junxiu Liu, Puyang Li, Qiang Fu, Yuling Luo, Sheng Qin, Xue Ouyang:
Dynamic Elastic Weight Consolidation for Continual Learning in Spiking Neural Networks. 641-652 - Qian Zeng, Xin Lin, Jingyi Gao, Yang Yu:
Using Subgraph GNNs for Node Classification: An Overlooked Potential Approach. 653-668 - Jianquan Ouyang, Liuyang Li, Huanrong Tang:
Knowledge-Driven 3D Reconstruction: Fusing Explicit Structural Priors with Latent Diffusion Models. 669-679
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last updated on 2026-08-20 00:09 CEST by the dblp team
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