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ACM Transactions on Knowledge Discovery from Data 2023: all accepted papers

155 papers · page 2 of 2 · the most cited first · ← ACM Transactions on Knowledge Discovery from Data 2023

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  1. CoupledGT: Coupled Geospatial-temporal Data Modeling for Air Quality Prediction ↗Siyuan Ren, Bin Guo, Ke Li et al.6 citations
  2. Exploring the Learning Difficulty of Data: Theory and Measure ↗Weiyao Zhu, Ou Wu, Fengguang Su et al.6 citations
  3. Learning Hierarchical Task Structures for Few-shot Graph Classification ↗Song Wang, Yushun Dong, Xiao Xia Huang et al.6 citations
  4. Multi-Label Quantification ↗Alejandro Moreo, Francisco Javier Sánchez Manuel, Fabrizio Sebastiani6 citations
  5. SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions ↗Bohan Jia, Jian Cao, Shiyou Qian et al.6 citations
  6. Structure-Driven Representation Learning for Deep Clustering ↗Xiang Wang, Liping Jing, Huafeng Liu et al.6 citations
  7. Swarm Self-supervised Hypergraph Embedding for Recommendation ↗Meng Jian, Yulong Bai, Jingjing Guo et al.6 citations
  8. Towards Informative and Diverse Dialogue Systems Over Hierarchical Crowd Intelligence Knowledge Graph ↗Hao Wang, Bin Guo, Jiaqi Liu et al.6 citations
  9. Causal Discovery via Causal Star Graphs ↗Boxiang Zhao, Shuliang Wang, Lianhua Chi et al.5 citations
  10. Co-Training-Teaching: A Robust Semi-Supervised Framework for Review-Aware Rating Regression ↗Xiangkui Lu, Jun Wu, Junheng Huang et al.5 citations
  11. Distributional Learning for Network Alignment with Global Constraints ↗Hui Xu, Liyao Xiang, Xiaoying Gan et al.5 citations
  12. Local Overlapping Spatial-aware Community Detection ↗Ni Li, Hefei Xu, Yiwen Zhang et al.5 citations
  13. Low-rank Representation with Adaptive Dimensionality Reduction via Manifold Optimization for Clustering ↗Haoran Chen, Chen Xu, Hongwei Tao et al.5 citations
  14. Modeling Regime Shifts in Multiple Time Series ↗Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang5 citations
  15. Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction ↗Karandeep Singh, Seungeon Lee, Giuseppe Labianca et al.5 citations
  16. Notice of Removal March 3, 2026: Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization ↗Maryam Ramezani, Aryan Ahadinia, Amirmohammad Ziaei Bideh et al.5 citations
  17. Open-World Graph Active Learning for Node Classification ↗Hui Xu, Liyao Xiang, Junjie Ou et al.5 citations
  18. PU-Detector: A PU Learning-based Framework for Real Money Trading Detection in MMORPG ↗Yilin Wang, Sha Zhao, Shiwei Zhao et al.5 citations
  19. Put Your Voice on Stage: Personalized Headline Generation for News Articles ↗Xiang Ao, Ling Luo, Xiting Wang et al.5 citations
  20. A Multisource Data Fusion-based Heterogeneous Graph Attention Network for Competitor Prediction ↗Xiaoqing Ye, Yang Sun, Dun Liu et al.4 citations
  21. A Novel Classification Technique based on Formal Methods ↗Gerardo Canfora, Francesco Mercaldo, Antonella Santone4 citations
  22. A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams ↗Pouya Ghahramanian, Sepehr Bakhshi, Hamed Bonab et al.4 citations
  23. Accurate Open-Set Recognition for Memory Workload ↗Jun-Gi Jang, Sooyeon Shim, Vladimir Egay et al.4 citations
  24. An Information Theory Based Method for Quantifying the Predictability of Human Mobility ↗Zhiwen Yu, Minling Dang, Qi-long Wu et al.4 citations
  25. Attacking Shortest Paths by Cutting Edges ↗Benjamin A. Miller, Zohair Shafi, Wheeler Ruml et al.4 citations
  26. Evolving Social Media Background Representation with Frequency Weights and Co-Occurrence Graphs ↗Yihong Zhang, Xiu Susie Fang, Takahiro Hara4 citations
  27. Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding ↗Heli Sun, Miaomiao Sun, Liu Xue-chun et al.4 citations
  28. Maximizing the Diversity of Exposure in Online Social Networks by Identifying Users with Increased Susceptibility to Persuasion ↗Ahmad Zareie, Rizos Sakellariou4 citations
  29. Parameter-Agnostic Deep Graph Clustering ↗Han Zhao, Xu Yang, Cheng Dan Deng4 citations
  30. Causality-Based Fair Multiple Decision by Response Functions ↗Cong Su, Guoxian Yu, Yongqing Zheng et al.3 citations
  31. Community-Based Influence Maximization Using Network Embedding in Dynamic Heterogeneous Social Networks ↗Xi Qin, Cheng Zhong, Hai Xiang Lin3 citations
  32. Computing Graph Descriptors on Edge Streams ↗Zohair Raza Hassan, Sarwan Ali, Imdadullah Khan et al.3 citations
  33. Conditional Independence Test Based on Residual Similarity ↗Hao Zhang, Yewei Xia, Kun Zhang et al.3 citations
  34. DeltaShield: Information Theory for Human- Trafficking Detection ↗Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha et al.3 citations
  35. Discrete Listwise Content-aware Recommendation ↗Fangyuan Luo, Jun Wu, Tao Wang3 citations
  36. Fair and Private Data Preprocessing through Microaggregation ↗Vladimiro González-Zelaya, Julián Salas, David Megías et al.3 citations
  37. From Asset Flow to Status, Action, and Intention Discovery: Early Malice Detection in Cryptocurrency ↗Ling Cheng, Feida Zhu, Yong Wang et al.3 citations
  38. Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning ↗Yunji Liang, Lei Liu, Luwen Huangfu et al.3 citations
  39. Semi-Supervised Heterogeneous Graph Learning with Multi-Level Data Augmentation ↗Ying Chen, Siwei Qiang, Mingming Ha et al.3 citations
  40. X-distribution: Retraceable Power-law Exponent of Complex Networks ↗Pradumn Kumar Pandey, Aikta Arya, Akrati Saxena3 citations
  41. DeepCPR: Deep Path Reasoning Using Sequence of User-Preferred Attributes for Conversational Recommendation ↗Huiting Liu, Yu Long Zhang, Peipei Li et al.2 citations
  42. Dual-aware Domain Mining and Cross-aware Supervision for Weakly-supervised Semantic Segmentation ↗Yuhui Guo, Xun Liang, Bo Wu et al.2 citations
  43. Efficient Version Space Algorithms for Human-in-the-loop Model Development ↗Luciano Di Palma, Yanlei Diao, Anna Liu2 citations
  44. Image Hash Layer Triggered CNN Framework for Wafer Map Failure Pattern Retrieval and Classification ↗Minghao Piao, Yi Sheng, Jinda Yan et al.2 citations
  45. Self-supervision for Tabular Data by Learning to Predict Additive Homoskedastic Gaussian Noise as Pretext ↗Tahir Syed, Behroz Mirza2 citations
  46. Summarizing User-item Matrix By Group Utility Maximization ↗Yongjie Wang, Ke Wang, Cheng Long et al.2 citations
  47. Supervised Clustering of Persian Handwritten Images Using Regularization and Dimension Reduction Methods ↗Sajedeh Moradnia, Mousa Golalizadeh2 citations
  48. A Hybrid Continuous-Time Dynamic Graph Representation Learning Model by Exploring Both Temporal and Repetitive Information ↗Xiaona Li, Zhu Wang, Xindong Chen et al.1 citation
  49. Cross-modal Multiple Granularity Interactive Fusion Network for Long Document Classification ↗Tengfei Liu, Yongli Hu, Junbin Gao et al.1 citation
  50. Hi-PART: Going Beyond Graph Pooling with Hierarchical Partition Tree for Graph-Level Representation Learning ↗Yuyang Ren, Haonan Zhang, Luoyi Fu et al.1 citation
  51. Kernel Fisher Dictionary Transfer Learning ↗Linrui Shi, Zheng Zhang, Zizhu Fan et al.1 citation
  52. Sparse Grid Imputation Using Unpaired Imprecise Auxiliary Data: Theory and Application to PM2.5 Estimation ↗Ming-Chuan Yang, Guo-Wei Wong, Meng Chang Chen1 citation
  53. Three-way Preference Completion via Preference Graph ↗Lei Li, Zhiyuan Liu, Zan Zhang et al.1 citation
  54. An Efficient Transfer Learning Method with Auxiliary Information ↗Bo Liu, Liangjiao Li, Yanshan Xiao et al.
  55. Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero- and Few-shot Learning with Domain Distribution Alignment ↗Huan Rong, Xin Yu, Tinghuai Ma et al.

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