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ORCIDAPWeb/WAIM 2025: Shenyang, China - Part I
- 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 I. Lecture Notes in Computer Science 16113, Springer 2026, ISBN 978-981-95-5639-7
Data Mining I
- Yang Gao, Dongjie Wang, Scott Piersall, Ye Zhang, Liqiang Wang:
GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance Enhancement. 3-19 - Qilong Yan, Yufeng Zhang, Jinghao Zhang, Jingpu Duan, Jian Yin:
CPT: Competence-Progressive Training Strategy for Few-Shot Node Classification. 20-35 - Sifeng Wang, Junhang Yang, Zhaoan Dong, Jing Xiong, Wanli Huang, Chao Yan:
A Multi-level Debiasing Recommendation Framework Based on Causal Disentanglement. 36-50 - Xin Zhang, Lili Pei, Jun Hao, Yansong Wang, Yuzhan Gao:
MSKGEN: A Multi-Stage Knowledge Graph Embedding Network for Traffic Accident Severity Prediction. 51-65 - Haojie Nie, Xiangguo Zhao, Xin Bi, Xin Yao, Yongjiao Sun, Zhixin Lv:
Direction-Aware Attentive Hypergraph Learning for Knowledge Graph Completion. 66-80 - Yuejun Zhao, Jiaxuan Xu, Xinye Wang, Chengxin He, Shangyong Luo, Rui Lin, Lei Duan:
Global-Memory and Local-Representation Based Framework for Streaming Anomaly Detection. 81-96 - Luhang Wang, Jing Li, Jinmeng Ye, Jiaqi Zhang, Guanyu Cao:
MAGMNet: Multi-scale Adaptive Graph-Based Time Series Anomaly Detection with Mamba. 97-111 - Mengyi Zhu, Wei Chen, Xiaofang Zhang, Li Zhang, Lei Zhao:
IAMIM: Interference-Aware Multi-interest Modeling for Sequential Recommendation. 112-126 - Shuhao Wang, Xiaofeng He, Feng Zhu, Jilun Li, Linhai Guo:
Up to Down: An Enhanced Approach for Improving GNN-Based Graph Anomaly Detection. 127-141 - Yonggai Zhuang, Haoran Chen, Kequan Wang, Teng Fei:
GRU-PFG: Extract Inter-stock Correlation from Stock Factors with Graph Neural Network. 142-156 - Jianfu Li, Liangqiang Zhao, Sihua Gao:
IPFP: A Multivariate Time Series Forecasting Model with Individuality Prioritization and Fusion Postponement. 157-172
Machine Learning I
- Zhiteng Song, Tongxuan Zhang, Liyang Zhang, Guiyun Zhang:
A Dual-Stage Framework Integrating LLM Summarization and Knowledge Graph Embeddings for Health Misinformation Detection. 175-190 - Zhe Cui, Shuxian Zhang, Kangzhi Lou, Le-Nam Tran:
ProFi-Net: Prototype-Based Feature Attention with Curriculum Augmentation for WiFi-Based Gesture Recognition. 191-204 - Qiudong Yang, Dechang Pi:
Multi-scale Long-Range Attention Perception and High-Frequency Boundary Guided for Camouflage Object Detection. 205-219 - Qing Guo, Wei Zhao, Yuan Xie, Tingting Zhao:
Pioneer: A Method for Enhancing GPU Utilization in Workloads Through Potential-Aware Prioritization. 220-238 - Hanjie Luo, Yu-Xuan Zhang, Zhengchun Zhou, Weisha Liu, Ming Li:
Propensity Scoring for Multi-Instance Partial-Label Learning. 239-255 - Yuxiao Yan, Changsheng Zhang, Bin Zhang:
Decision Support System for Stock Trading Based on Priority Box Experience Replay via Deep Q-Network. 256-270 - Ruoxi Li, Guangtai Zhao, Meng Jian, Lifang Wu:
Path-Based Interesting Mining for Multimedia Recommendation. 271-286 - Yuanyuan Jin, Jiku Zhao, Junqi Qian, Shuo He, Yafei Li, Mingliang Xu:
Multi-level Disentangled Contrastive Collaborative Filtering. 287-305 - Yujin Wang, Xiaofeng He, Feng Zhu, Jilun Li, LinHai Guo:
Wavelet-Enhanced Edge-Attention Multi-graph Network: A Feature-Focused Approach for Anti-money Laundering Detection. 306-321 - Weiwei He, Song Yu, Li Li, Shiyi Lin, Qi Zhang:
TCM-R1: Enhancing the Traditional Chinese Medicine Capabilities of Large Language Models Through Group Relative Policy Optimization. 322-337 - Yuanlong Wang, Zhiwei Wu, Hu Zhang:
Local Feature Saliency Enhancement for Scene Graph Generation. 338-353
Information Retrieval and Knowledge Management I
- Yao Li, Li Li:
Enhancing Knowledge Tracing by Exploring the Difficulty-Ability Interaction Effect. 357-371 - Jinqian Zhang, Xing Xing, Zhichun Jia, Mindong Xin, Mingze Li, Jiatong Li:
RCGRL: Reinforcement-Optimized Contrastive Graph Representation Learning for Social Recommendation. 372-386 - Jintao Wen, Yongqi Li, Shen Zhou, Ming Zhong, Yuanyuan Zhu, Tieyun Qian:
SynTSE: A Syntax-Aware Generative Method for Topic-Stance Extraction. 387-402 - Bo Lu, Tianbao Zhao, Guiyuan Liang, Xueyan Ding, Cunrui Wang, Ye Yuan:
Aggregation Enhanced Momentum Contrastive Learning for Unsupervised Cross-Modal Hashing. 403-418 - Jianing Xia, Amanda Li, Jingxian Cheng:
Comparative Analysis Vision of Worldwide AI Courses. 419-434 - Guoliang Zhao, Shi Li, Meng Xu:
DP-SAAM: Dynamic Proxy Nodes and Structure-Aware Adaptive Matching for Document-Level Event Extraction. 435-449 - Kaijia Xu, Lin Liu, Hailong Wang, Ruixin Shi, Tianyuan Niu, Anqi Ren:
Rules-Guided Retrieval-Augmented Generation for Temporal Knowledge Graph Reasoning. 450-465 - Yao Li, Jianghao Lin, Weiwen Liu, Weinan Zhang:
A Retrieval-Enhanced Click Model for Web Search. 466-481 - Yu Bai, Lianji Wang, Xiang Liu, Guiping Zhang:
Interactive Visual Cue Refinement for Multi-modal Named Entity Recognition. 482-495 - Yiyang Weng, Tong Li, Zifang Tang, Junrui Liu, Zhen Yang:
Prior Knowledge Augmentation for Reinforcement Learning-Based Knowledge Graph Reasoning. 496-511 - Yu Feng, Fang Du, Jiakun Li, Zhixu Li, Hui Wang, Min Jiao:
SemReFixNet: A Table Structure Recognition Method Integrating Semantic and Spatial Information. 512-527
Graph Data Management and Analytics I
- Minhao Zhang, Yanzeng Li, Yongliang Ma, Ruoyu Zhang, Lei Zou, Ming Zhou:
Synergistic Knowledge Integration for Answering Complex Questions with Multiple Sources. 531-548 - Chuanyu Zong, Cunzhi Han, Rundong Fan, Lei Zhang, Tao Qiu, Rui Zhu, Anzhen Zhang:
Maximal Triangle-Connected D-Truss Community Search in Dynamic Directed Graphs. 549-564 - Di Chen, Ye Yuan, Guoren Wang:
Online Many-to-One Task Assignment with Enhanced HST over Time-Dependent Road Networks. 565-580 - Yuan Li, Lukai Wang, Wei Song, Guoli Yang, Yuhai Zhao:
Graph-Level Anomaly Detection with Dynamic Hetero-Adaptive Graph Neural Network. 581-598 - Yufeng Wang, Jun Ma, Jianfeng Qu, Yu Liu, Yanmei Kang:
CSGD: Commonsense Knowledge Graph Completion via Graph Densification and Subgraph Reasoning. 599-614 - Yining Rao:
Complex Relationship Modeling Based Method for Aspect Sentiment Triplet Extraction. 615-630 - Maoyin Ran, Xinyi Fu, Zhaokang Wang:
Speeding up FaSTest: Parallel Cardinality Estimation of Subgraph Matching. 631-647 - Yonghe Gu, Xueyan Liu, Zhuoran Duan, Anchen Li, Riting Xia, Bo Yang:
MVSGAE: Multi-head Variational Signed Graph Auto-Encoder. 648-666 - Haodan Ran, Yang Fang, Yang Sun, Jiuyang Tang, Weiming Zhang:
SeqMTG: Sequential Multi-token Enhanced Temporal Graph Link Prediction. 667-683 - Jingwen Chen, Jianuo Xu, Xinrui Wang, Hong Gao, Dongxiao Yu:
Query-Centered Fairness-Aware Maximum Clique Search in Dynamic Attributed Graphs. 684-699
Complex Data Management
- Sen Zhang, Kaiqi Wu, Zitong Chen, Yubao Liu:
Reinforcement Learning-Enhanced Adaptive Buffer Replacement for Modern Databases. 703-716
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