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ORCIDAPWeb/WAIM 2025: Shenyang, China - Part III
- Jiajia Li
, Richard Chbeir, Lei Li, Chuanyu Zong, Yanfeng Zhang, Mengxuan Zhang:
Web and Big Data - 9th International Joint Conference, APWeb-WAIM 2025, Shenyang, China, August 28-30, 2025, Proceedings, Part III. Lecture Notes in Computer Science 16115, Springer 2026, ISBN 978-981-95-5718-9
Data Mining II
- Zhaoqin Wang, Qian Ma, Hui Li, Qiao Ning, Furui Zhan, Shikai Guo:
TimeMultiformer: Attention-Based Collaborative Feature and Temporal Dependencies Learning for Multivariate Time Series Imputation. 3-18 - Xinran Su, Yongjiao Sun, Hangxu Ji:
Heterogeneous Graph-Enhanced Temporal Prediction with Adaptive Monitoring for Industrial Chain Data. 19-33 - Yicheng Hu, Xibo Sun, Qiong Luo:
Finding Maximum Common Subgraphs Efficiently Through Dynamic Bidirectional Vertex Selection. 34-50 - Linfang Peng, Guoquan Zhang, Jin Qian, Yanjun Kang, Fanxi Bi, Pingfu Chao:
TD-LTNet: Temporal-Decay LSTM-Transformer Network for Mobile Video QoE Prediction. 51-66 - Mengshuang Zhou, Qing Zhou, Wenyuan Xia, Ying Jiang, Cifa Lin, Subo Zhao:
FACKT: A Fault-Aware Model for Code Knowledge Tracing. 67-80 - Lijin Tang, Lizhen Wang, Dongsheng Wang:
UCPM-CPI: A United Co-Location Pattern Mining Algorithm Based on Correlated Participation Index. 81-96
Machine Learning II
- Chunyu Zhang, Liyuan Zhang, Jiachen Ma, Wei Zhang, Yong Liu:
A Cross-Modal Fusion Method for Short Video Fake News Detection via MambaFormer. 99-114 - Keyan Cao, Jiayin Chen, Zhongyang Wang, Xinlei Wang:
A Lightweight Pavement Defect Detection Method Based on Multi-branch Attention with Contextual Guidance. 115-129 - Cong Wang, Mingqiang Li, Yuewei Wang, Xiaopan Zhang, Xiaohui Huang, Binhao Li, Jianxin Li, Yunliang Chen:
A Hierarchical Reinforcement Learning Method Based on Decision Frequency and Internal Reward Mechanism. 130-145 - Bingxin Peng, Zhaokui Li, Jiaxu Guo, Yan Wang, Hang Meng, Jing Tian, Mingtai Qi:
A Soluble Solids Content Prediction Method for Blueberries Based on Differential Enhancement and Multi-scale Feature Fusion. 146-161 - Xiaotian Gu, Pengfei Wang, Yiqiao Wang, Xiaoling Wang, Tianwen Qian:
MedDPA: Multi-scale Decomposition and Prototype-Based Channel Aggregation for Medical Time Series Classification. 162-178 - Xianji Cui, Jinhua Zhang, Yan Lan, Shan Huang:
Knowledge Graph and Hypergraph Enabled Semantic Modeling for Dual-Intent Recommendation. 179-196 - Mahabubur Rahman Miraj, Hongyu Huang, Ting Yang, Jinxue Zhao, Nankun Mu, Xinyu Lei:
GK-SMOTE: A Hyperparameter-Free Noise-Resilient Gaussian KDE-Based Oversampling Approach. 197-212 - Junru Luo, Xinyu Xu, Wenya Shi:
Robust Ensemble Learning via t-Tilted Loss: A Noise-Resistant Framework. 213-230 - Ao Yang, Shaoqian Chen, Kangfei Yao, Xiaohui Huang, Yuewei Wang, Jianxin Li, Yunliang Chen:
A Multi-scale Dilated Convolution Model with Edge Optimization for Crack Detection. 231-245 - Di Wu, Derong Shen, Tiezheng Nie, Yue Kou:
A Deep Reinforcement Learning Framework for Denial Constraint Discovery. 246-260
Information Retrieval and Knowledge Management II
- Hao Zhou, Li Li, Xiaofei Xu, Zhongwei Yin:
Generating Difficulty Controllable Multiple-Choice Question by Iteratively Guiding the Large Language Model. 263-277 - Zhanghui Wang, Fuzhuang Qian, Linlin Ding, Jinhua Wang:
Research on a Multi-modal Entity Alignment Method Based on Neighborhood Matching. 278-292 - Wei Yan, Tiantian Xu:
Multi-granularity Knowledge Graph Entity Alignment via Semantic Clustering and Dynamic Collaborative Projection. 293-308 - Yong Feng, Han Yan, Xinliang Xia, Changshun Zhou, Yongxin Jia, Rongbing Wang, Hongyan Xu:
MNS-EA: A Mixed Negative Sampling-Based Entity Alignment Model. 309-324 - Lijie Li, Rui Xue, Xiaodi Xu, Ye Wang, Qilong Han:
Improving Continual Relation Extraction via Parameter Regularization and Dynamic Memory. 325-340 - Hongyan Xu, Yongxin Jia, Han Yan, Tingzhe Han:
MultiRelE: Multi-relation Knowledge Graph Embedding Model. 341-356 - Jiayi Liang, Shuchun Wu, Xiaoling Wang, Junyu Niu:
LE2C: LLM-Enhanced Event Evolutionary Graph for Explainable Classification. 357-372 - Chong Zhang, Hongwei Liu, Hongzhi Wang, Wei Du, Jiaying Wang, Sijia Zheng:
Discrete Channel Mapping in Knowledge Distillation. 373-385 - Chenke Yin, Li Fan, Jia Wang, Dongxiao Hu, Haichao Zhang, Chong Zhang, Yang Xiang:
Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation. 386-401 - Qin Fang, Ruixue Gou, Shiqi Liu, Minqi Song, Pan Yuan, Xian Peng:
Dual-Stream Adaptive Retrieval and Hierarchical Agent Collaboration for Document Visual QA. 402-416 - Lei Zheng, Ning Li, Chengguang Gan, Yong Yu, Weinan Zhang:
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System. 417-435 - Ruize An, Jingyuan Wang, Richong Zhang, Jing Zhang, Ruipeng Luan:
Retrieval-Based Knowledge Consistency Validation for Fake News Detection. 436-451
Graph Data Management and Analytics II
- Bin Li, Shuangyou Li:
DCS-GCN: A Dual-Channel Social Graph Convolutional Network for Recommendation. 455-470 - Zhongxia Li, Weidong Chen, Yao Chen:
DED: Integrating Degree Entropy and Dynamic Delay Mechanisms for Influence Maximization in Multilayer Networks. 471-485 - Yao Chen, Weidong Chen, Zhongxia Li:
ComIVY: Community-Driven Budgeted Influence Maximization via IVY Optimization. 486-500 - Hui Wang, Xin Wang, Jinshuo Zhao, Yang Liu:
Enhancing Partial Evaluation Subgraph Matching Through Vertex Hotness Caching. 501-515 - Yun Zhang, Minghe Yu, Jintong Sun, Tiancheng Zhang, Ge Yu:
Fetan: Enhancing Few-Shot Classification on Text-Attributed Graphs with In-Context Learning of LLMs. 516-532 - Yifan Song, Yu Yang, Kangzheng Liu, Feng Zhao:
Graph Contrastive Anomaly Detection Based on Beta Wavelet Multi-GNNs. 533-548 - Junjie Zhou, Xiangguo Zhao, Xin Yao, Xin Bi, Ye Yuan:
Adaptive Graph Contrastive Learning for Blockchain Smart Contract Vulnerability Detection. 549-563 - Shan Huang, Yanuo Li, Siheng Wu, Xiaodong Duan, Ruibo Li:
CPGCN: Evolutionary Relationship Mining Framework for Ethnic Costume Elements. 564-580 - Qixin Guan, Shunmei Meng, Qianmu Li, Xuyun Zhang:
Shilling Attacks on GNN-Based Recommender Systems with Graph Contrastive Learning. 581-595
Big Data Management
- Haoyi Ding, Zeshun Peng, Gang Wang, Xiaohua Li, Xiaomei Dong, Ge Yu:
DC-Storage: A Fast Permissioned IoT Blockchain Storage with Decoupled Index. 599-615 - Hanyu Mao, Tiezheng Nie, Minghe Yu, Xiaomei Dong, Xiaohua Li, Ge Yu:
zkHARPS: A Decentralized Method for Cross-Chain Identity Aggregation and Privacy Proof. 616-632 - Junfeng Tian, Jian Geng, Siyi Zhang:
FLAR: Fibonacci-Assisted Lightweight Anonymous Revocable Authentication Scheme in Industrial Internet of Things. 633-648 - Yunze Li, Shuyi Miao, Zishuai Zhang, Xinwei Xu, Wangjie Qiu, Zhiming Zheng:
RL-ABO: Adaptive Blockchain Control Parameter Optimization Method Based on Reinforcement Learning. 649-663 - Haokai Xu, Xiaomei Dong, Gang Wang, Zeshun Peng, Xiaohua Li, Ge Yu:
ByzTierFL: A Tiered Approach to Byzantine Robust and Decentralized Federated Learning. 664-680 - Zezhong Yan, Haitao Zhang:
Root Cause Localization Through Holistic Fault Propagation Perspective for Cloud-Native Systems. 681-697
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