ACM Trans. Knowl. Discov. Data

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Publications

volume 18, number 5, 2024

Sharon Torao-Pingi, Richi Nayak, Md. Abul Bashar
Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach. ACM Trans. Knowl. Discov. Data 18 (5) (2024)

volume 18, number 6, 2024

Xuefei Li, Huiwei Zhou, Weihong Yao, Wenchu Li, Baojie Liu, Yingyu Lin
Intricate Spatiotemporal Dependency Learning for Temporal Knowledge Graph Reasoning. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han, Qizhang Feng, Haoming Jiang, Shaochen Zhong, Bing Yin, Xia Ben Hu
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Sarwan Ali, Muhammad Ahmad, Maham Anwer Beg, Imdadullah Khan, Safiullah Faizullah, Muhammad Asad Khan
SsAG: Summarization and Sparsification of Attributed Graphs. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Jiadi Han, Yufei Tang, Qian Tao, Yuhan Xia, Liming Zhang
Dual Homogeneity Hypergraph Motifs with Cross-view Contrastive Learning for Multiple Social Recommendations. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Yang Yang, Feifei Wang, Enqiang Zhu, Fei Jiang, Wen Yao
Social Behavior Analysis in Exclusive Enterprise Social Networks by FastHAND. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
George Paterakis, Stefanos Fafalios, Paulos Charonyktakis, Vassilis Christophides, Ioannis Tsamardinos
Do We Really Need Imputation in AutoML Predictive Modeling? ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Acong Zhang, Jincheng Huang, Ping Li, Kai Zhang
Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Chen Zhao, Feng Mi, Xintao Wu, Kai Jiang, Latifur Khan, Feng Chen
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Minyoung Choe, Jaemin Yoo, Geon Lee, Woonsung Baek, U Kang, Kijung Shin
Representative and Back-In-Time Sampling from Real-world Hypergraphs. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Yimei Zheng, Caiyan Jia
ProtoMGAE: Prototype-Aware Masked Graph Auto-Encoder for Graph Representation Learning. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Richard Connor, Lucia Vadicamo
: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Chi Zhang, Linhao Cai, Meng Chen, Xiucheng Li, Gao Cong
DeepMeshCity: A Deep Learning Model for Urban Grid Prediction. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Huiping Chen, Alessio Conte, Roberto Grossi, Grigorios Loukides, Solon P. Pissis, Michelle Sweering
On Breaking Truss-based and Core-based Communities. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu
Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Derun Song, Enneng Yang, Guibing Guo, Li Shen, Linying Jiang, Xingwei Wang
Multi-Scenario and Multi-Task Aware Feature Interaction for Recommendation System. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Wentai Zhang, Haihong E, Haoran Luo, Mingzhi Sun
FulBM: Fast Fully Batch Maintenance for Landmark-based 3-hop Cover Labeling. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Houquan Zhou, Shenghua Liu, Huawei Shen, Xueqi Cheng
Node Embedding Preserving Graph Summarization. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Sherry Sahebi, Mengfan Yao, Siqian Zhao, Reza Feyzi-Behnagh
MoMENt: Marked Point Processes with Memory-Enhanced Neural Networks for User Activity Modeling. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Yuhan Wang, Qing Xie, Mengzi Tang, Lin Li, Jingling Yuan, Yongjian Liu
A Dual Perspective Framework of Knowledge-correlation for Cross-domain Recommendation. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Konstantinos Theocharidis, Panagiotis Karras, Manolis Terrovitis, Spiros Skiadopoulos, Hady W. Lauw
Adaptive Content-Aware Influence Maximization via Online Learning to Rank. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed
Fairness-Aware Graph Neural Networks: A Survey. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Zhibin Gu, Songhe Feng, Zhendong Li, Jiazheng Yuan, Jun Liu
NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Hongwei Yang, Hui He, Weizhe Zhang, Yan Wang, Lin Jing
Multi-Source and Multi-modal Deep Network Embedding for Cross-Network Node Classification. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Zhe Chen, Aixin Sun
DP-GCN: Node Classification by Connectivity and Local Topology Structure on Real-World Network. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Hong Zhao, Zhengyu Li, Wenwei He, Yan Zhao
Hierarchical Convolutional Neural Network with Knowledge Complementation for Long-Tailed Classification. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Can Rong, Zhicheng Liu, Jingtao Ding, Yong Li
Learning to Generate Temporal Origin-destination Flow Based-on Urban Regional Features and Traffic Information. ACM Trans. Knowl. Discov. Data 18 (6) (2024)

volume 18, number 7, 2024