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APWeb/WAIM 2024: Jinhua, China - Part III
- Wenjie Zhang
, Anthony K. H. Tung
Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part III. Lecture Notes in Computer Science 14963, Springer 2024, ISBN 978-981-97-7237-7
Spatial and Temporal Data
- Yansong Wang, Lili Pei, Yingying Wang, Yuanlin Zhao, Zhenzhen Xing:
Temporalformer: A Temporal Decomposition Causal Transformer Network For Wind Power Forecasting. 3-17 - Xiongwei Zheng, Shaohao Chen, Sheng Wang, Xiaohui Huang, Yunliang Chen, Jianxin Li, Wei Han
MSCFNet: A Multi-scale Spatial and Channel Fusion Network for Geological Environment Remote Sensing Interpreting. 18-30 - Bo Zhong, Pengfei Wang, Xiaoling Wang:
TS-HCL: Hierarchical Layer-Wise Contrastive Learning for Unsupervised Domain Adaptation on Time-Series. 31-45 - Guohui Ding
Dynamic-Static Fusion for Spatial-Temporal Anomaly Detection and Interpretation in Multivariate Time Series. 46-61 - Kaisheng Luo, Chang Liu, Baiyang Chen, Xuedong Li, Dezhong Peng, Zhong Yuan:
MFCD:A Deep Learning Method with Fuzzy Clustering for Time Series Anomaly Detection. 62-77
Graph Neural Network
- Yuanyuan Jiang, Jianke Yu
SBGMN: A Multi-view Sign Prediction Network for Bipartite Graphs. 81-96 - Dan Yin, Sihang Fang, Tianshuo Wang, Maozu Guo:
Product Anomaly Detection on Heterogeneous Graphs with Sparse Labels. 97-111 - Guang Li, Ye Qiao, Jieying Zhou, Weigang Wu:
Generic and Scalable Detection of Risky Transactions Using Density Flows: Applications to Financial Networks. 112-128 - Xinwang Ouyang, Hongmei Chen, Peizhong Yang, Lizhen Wang, Qing Xiao:
Attributed Heterogeneous Graph Embedding with Meta-graph Attention. 129-144 - Yafang Li, Jie Kang, Xuyang Li, Caiyan Jia, Baokai Zu:
Automated Multi-scale Contrastive Learning with Sample-Awareness for Graph Classification. 145-160 - Chenchen Wang, Xingjian Lu, Xiaoling Wang, Chenhui Qi:
CGAR: A Contrastive Graph Attention Residual Network for Enhanced Fake News Detection. 161-175 - Xia Li, Yan Yang:
GCH: Graph Contrastive Learning with Higher-Order Networks. 176-192 - Jialei Wang, Can Jiang, Meirui Ren, Jin Li, Bohan Zhang, Longjiang Guo:
LPRL-GCNN for Multi-relation Link Prediction in Education. 193-207 - Guixian Zhang, Guan Yuan, Debo Cheng, Ludan He, Rui Bing, Jiuyong Li, Shichao Zhang:
Multi-view Graph Neural Network for Fair Representation Learning. 208-223 - Liu Che, Tong Xu, Qi Liu, Zhi Zheng, Jingyu Peng, Enhong Chen:
MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction. 224-239 - Enxia Li, Jin Ouyang, Sheng Xiang, Lu Qin, Ling Chen:
Relation-Aware Heterogeneous Graph Neural Network for Fraud Detection. 240-255
Graph Mining
- Yuan Li, Qingxin Kong, Wei Song, Guoli Yang, Yuhai Zhao:
Robust Local Community Search over Large Heterogeneous Information Networks. 259-276 - Chengfeng Zhang, Wenjun Fu, Guanglong Wang, Lei Shi, Wenzhe Liu:
Community Discovery in Social Network via Dual-Technique. 277-291 - Guoqin Yu, Ze Xu, Rong Yan, Lintao Zhang:
CSGTM: Capsule Semantic Graph-Guided Latent Community Topics Discovery. 292-307 - Chuanyu Zong, Wenyang Li, Meng-xiang Wang, Tao Qiu:
Efficient (α , β , γ )-Core Search in Bipartite Graphs Based on Bi-Triangles. 308-324 - Kaiqin Zhu
Identifying Rank-Happiness Maximizing Sets Under Group Fairness Constraints. 325-341 - Wenyue Ma, Maximilian K. Egger, Andreas Pavlogiannis, Yuchen Li, Panagiotis Karras:
Reachability-Aware Fair Influence Maximization. 342-359 - Haofei Sui, Long Yuan, Zi Chen:
Towards Efficient Heuristic Graph Edge Coloring. 360-375 - Jiannan Li, Zhenyu Zhang, Xiaoling Wang, Haoyang Li:
Tree and Graph Based Two-Stages Routing for Approximate Nearest Neighbor Search. 376-390 - Qifan Zhang, Liang Zheng, Jiaming Zhang, Liukun He, Qingjun Xiao:
Unbiasedly Estimate Temporal Katz Centrality and Identify Top-K Vertices in Streaming Graph. 391-407
Database System and Query Optimization
- Yuankai Fan, Can Huang, Tonghui Ren, Zhenying He, X. Sean Wang, Xianglian Wu, Yue Wang, Jiaming Li, Yifan Yang:
Gar$\scriptstyle ++$: Natural Language to SQL Translation with Efficient Generate-and-Rank. 411-427 - Hua Guo
A Composable Architecture for Cloud Transactional DBMS. 428-443 - Henghui Wang, Anzhen Zhang, Jing Zhang, Na Guo, Xiufeng Xia:
Computing Minimum Subset Repair on Incomplete Data. 444-459 - Qing Xu, Meng Chen, Yunxin Yang, Chundong Wang:
Flutist: Parallelizing Transaction Processing for LSM-Tree-Based Relational Database. 460-476 - Lei Yang, Huan Zhou
Poplar: Partially-Ordered Parallel Logging for Lower Isolation Levels. 477-493 - Hongwei Li, Chaokun Wang, Ziyang Liu:
Table Embedding Models Based on Contrastive Learning for Improved Cardinality Estimation. 494-511
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