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title: "ACM Transactions on Knowledge Discovery from Data 2023 —"
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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](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2023/)

[← prev](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2023/papers/) [1](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2023/papers/) **2**

101. **[CoupledGT: Coupled Geospatial-temporal Data Modeling for Air Quality Prediction ↗](http://dx.doi.org/10.1145/3604616)**Siyuan Ren, Bin Guo, Ke Li et al.*6 citations*
102. **[Exploring the Learning Difficulty of Data: Theory and Measure ↗](https://doi.org/10.1145/3636512)**Weiyao Zhu, Ou Wu, Fengguang Su et al.*6 citations*
103. **[Learning Hierarchical Task Structures for Few-shot Graph Classification ↗](https://doi.org/10.1145/3635473)**Song Wang, Yushun Dong, Xiao Xia Huang et al.*6 citations*
104. **[Multi-Label Quantification ↗](https://doi.org/10.1145/3606264)**Alejandro Moreo, Francisco Javier Sánchez Manuel, Fabrizio Sebastiani*6 citations*
105. **[SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions ↗](https://doi.org/10.1145/3587099)**Bohan Jia, Jian Cao, Shiyou Qian et al.*6 citations*
106. **[Structure-Driven Representation Learning for Deep Clustering ↗](https://doi.org/10.1145/3623400)**Xiang Wang, Liping Jing, Huafeng Liu et al.*6 citations*
107. **[Swarm Self-supervised Hypergraph Embedding for Recommendation ↗](https://doi.org/10.1145/3638058)**Meng Jian, Yulong Bai, Jingjing Guo et al.*6 citations*
108. **[Towards Informative and Diverse Dialogue Systems Over Hierarchical Crowd Intelligence Knowledge Graph ↗](https://doi.org/10.1145/3583758)**Hao Wang, Bin Guo, Jiaqi Liu et al.*6 citations*
109. **[Causal Discovery via Causal Star Graphs ↗](https://doi.org/10.1145/3586997)**Boxiang Zhao, Shuliang Wang, Lianhua Chi et al.*5 citations*
110. **[Co-Training-Teaching: A Robust Semi-Supervised Framework for Review-Aware Rating Regression ↗](http://dx.doi.org/10.1145/3625391)**Xiangkui Lu, Jun Wu, Junheng Huang et al.*5 citations*
111. **[Distributional Learning for Network Alignment with Global Constraints ↗](https://doi.org/10.1145/3638056)**Hui Xu, Liyao Xiang, Xiaoying Gan et al.*5 citations*
112. **[Local Overlapping Spatial-aware Community Detection ↗](https://doi.org/10.1145/3634707)**Ni Li, Hefei Xu, Yiwen Zhang et al.*5 citations*
113. **[Low-rank Representation with Adaptive Dimensionality Reduction via Manifold Optimization for Clustering ↗](https://doi.org/10.1145/3589767)**Haoran Chen, Chen Xu, Hongwei Tao et al.*5 citations*
114. **[Modeling Regime Shifts in Multiple Time Series ↗](https://doi.org/10.1145/3592857)**Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang*5 citations*
115. **[Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction ↗](https://doi.org/10.1145/3579096)**Karandeep Singh, Seungeon Lee, Giuseppe Labianca et al.*5 citations*
116. **[Notice of Removal March 3, 2026: Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization ↗](https://doi.org/10.1145/3599237)**Maryam Ramezani, Aryan Ahadinia, Amirmohammad Ziaei Bideh et al.*5 citations*
117. **[Open-World Graph Active Learning for Node Classification ↗](https://doi.org/10.1145/3607144)**Hui Xu, Liyao Xiang, Junjie Ou et al.*5 citations*
118. **[PU-Detector: A PU Learning-based Framework for Real Money Trading Detection in MMORPG ↗](https://doi.org/10.1145/3638561)**Yilin Wang, Sha Zhao, Shiwei Zhao et al.*5 citations*
119. **[Put Your Voice on Stage: Personalized Headline Generation for News Articles ↗](https://doi.org/10.1145/3629168)**Xiang Ao, Ling Luo, Xiting Wang et al.*5 citations*
120. **[A Multisource Data Fusion-based Heterogeneous Graph Attention Network for Competitor Prediction ↗](https://doi.org/10.1145/3625101)**Xiaoqing Ye, Yang Sun, Dun Liu et al.*4 citations*
121. **[A Novel Classification Technique based on Formal Methods ↗](https://doi.org/10.1145/3592796)**Gerardo Canfora, Francesco Mercaldo, Antonella Santone*4 citations*
122. **[A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams ↗](https://doi.org/10.1145/3639054)**Pouya Ghahramanian, Sepehr Bakhshi, Hamed Bonab et al.*4 citations*
123. **[Accurate Open-Set Recognition for Memory Workload ↗](https://doi.org/10.1145/3597027)**Jun-Gi Jang, Sooyeon Shim, Vladimir Egay et al.*4 citations*
124. **[An Information Theory Based Method for Quantifying the Predictability of Human Mobility ↗](https://doi.org/10.1145/3597500)**Zhiwen Yu, Minling Dang, Qi-long Wu et al.*4 citations*
125. **[Attacking Shortest Paths by Cutting Edges ↗](https://doi.org/10.1145/3622941)**Benjamin A. Miller, Zohair Shafi, Wheeler Ruml et al.*4 citations*
126. **[Evolving Social Media Background Representation with Frequency Weights and Co-Occurrence Graphs ↗](https://doi.org/10.1145/3585389)**Yihong Zhang, Xiu Susie Fang, Takahiro Hara*4 citations*
127. **[Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding ↗](https://doi.org/10.1145/3589643)**Heli Sun, Miaomiao Sun, Liu Xue-chun et al.*4 citations*
128. **[Maximizing the Diversity of Exposure in Online Social Networks by Identifying Users with Increased Susceptibility to Persuasion ↗](https://doi.org/10.1145/3625826)**Ahmad Zareie, Rizos Sakellariou*4 citations*
129. **[Parameter-Agnostic Deep Graph Clustering ↗](https://doi.org/10.1145/3633783)**Han Zhao, Xu Yang, Cheng Dan Deng*4 citations*
130. **[Causality-Based Fair Multiple Decision by Response Functions ↗](https://doi.org/10.1145/3632529)**Cong Su, Guoxian Yu, Yongqing Zheng et al.*3 citations*
131. **[Community-Based Influence Maximization Using Network Embedding in Dynamic Heterogeneous Social Networks ↗](https://doi.org/10.1145/3594544)**Xi Qin, Cheng Zhong, Hai Xiang Lin*3 citations*
132. **[Computing Graph Descriptors on Edge Streams ↗](https://doi.org/10.1145/3591468)**Zohair Raza Hassan, Sarwan Ali, Imdadullah Khan et al.*3 citations*
133. **[Conditional Independence Test Based on Residual Similarity ↗](https://doi.org/10.1145/3593810)**Hao Zhang, Yewei Xia, Kun Zhang et al.*3 citations*
134. **[DeltaShield: Information Theory for Human- Trafficking Detection ↗](http://dx.doi.org/10.1145/3563040)**Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha et al.*3 citations*
135. **[Discrete Listwise Content-aware Recommendation ↗](https://doi.org/10.1145/3609334)**Fangyuan Luo, Jun Wu, Tao Wang*3 citations*
136. **[Fair and Private Data Preprocessing through Microaggregation ↗](https://doi.org/10.1145/3617377)**Vladimiro González-Zelaya, Julián Salas, David Megías et al.*3 citations*
137. **[From Asset Flow to Status, Action, and Intention Discovery: Early Malice Detection in Cryptocurrency ↗](https://doi.org/10.1145/3626102)**Ling Cheng, Feida Zhu, Yong Wang et al.*3 citations*
138. **[Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning ↗](https://doi.org/10.1145/3632406)**Yunji Liang, Lei Liu, Luwen Huangfu et al.*3 citations*
139. **[Semi-Supervised Heterogeneous Graph Learning with Multi-Level Data Augmentation ↗](https://doi.org/10.1145/3608953)**Ying Chen, Siwei Qiang, Mingming Ha et al.*3 citations*
140. **[X-distribution: Retraceable Power-law Exponent of Complex Networks ↗](https://doi.org/10.1145/3639413)**Pradumn Kumar Pandey, Aikta Arya, Akrati Saxena*3 citations*
141. **[DeepCPR: Deep Path Reasoning Using Sequence of User-Preferred Attributes for Conversational Recommendation ↗](https://doi.org/10.1145/3610775)**Huiting Liu, Yu Long Zhang, Peipei Li et al.*2 citations*
142. **[Dual-aware Domain Mining and Cross-aware Supervision for Weakly-supervised Semantic Segmentation ↗](https://doi.org/10.1145/3589343)**Yuhui Guo, Xun Liang, Bo Wu et al.*2 citations*
143. **[Efficient Version Space Algorithms for Human-in-the-loop Model Development ↗](https://doi.org/10.1145/3637443)**Luciano Di Palma, Yanlei Diao, Anna Liu*2 citations*
144. **[Image Hash Layer Triggered CNN Framework for Wafer Map Failure Pattern Retrieval and Classification ↗](https://doi.org/10.1145/3638053)**Minghao Piao, Yi Sheng, Jinda Yan et al.*2 citations*
145. **[Self-supervision for Tabular Data by Learning to Predict Additive Homoskedastic Gaussian Noise as Pretext ↗](https://doi.org/10.1145/3594720)**Tahir Syed, Behroz Mirza*2 citations*
146. **[Summarizing User-item Matrix By Group Utility Maximization ↗](https://doi.org/10.1145/3578586)**Yongjie Wang, Ke Wang, Cheng Long et al.*2 citations*
147. **[Supervised Clustering of Persian Handwritten Images Using Regularization and Dimension Reduction Methods ↗](https://doi.org/10.1145/3638060)**Sajedeh Moradnia, Mousa Golalizadeh*2 citations*
148. **[A Hybrid Continuous-Time Dynamic Graph Representation Learning Model by Exploring Both Temporal and Repetitive Information ↗](https://doi.org/10.1145/3596447)**Xiaona Li, Zhu Wang, Xindong Chen et al.*1 citation*
149. **[Cross-modal Multiple Granularity Interactive Fusion Network for Long Document Classification ↗](https://doi.org/10.1145/3631711)**Tengfei Liu, Yongli Hu, Junbin Gao et al.*1 citation*
150. **[Hi-PART: Going Beyond Graph Pooling with Hierarchical Partition Tree for Graph-Level Representation Learning ↗](https://doi.org/10.1145/3636429)**Yuyang Ren, Haonan Zhang, Luoyi Fu et al.*1 citation*
151. **[Kernel Fisher Dictionary Transfer Learning ↗](https://doi.org/10.1145/3588575)**Linrui Shi, Zheng Zhang, Zizhu Fan et al.*1 citation*
152. **[Sparse Grid Imputation Using Unpaired Imprecise Auxiliary Data: Theory and Application to PM2.5 Estimation ↗](https://doi.org/10.1145/3634751)**Ming-Chuan Yang, Guo-Wei Wong, Meng Chang Chen*1 citation*
153. **[Three-way Preference Completion via Preference Graph ↗](https://doi.org/10.1145/3580368)**Lei Li, Zhiyuan Liu, Zan Zhang et al.*1 citation*
154. **[An Efficient Transfer Learning Method with Auxiliary Information ↗](https://doi.org/10.1145/3612930)**Bo Liu, Liangjiao Li, Yanshan Xiao et al.
155. **[Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero- and Few-shot Learning with Domain Distribution Alignment ↗](https://doi.org/10.1145/3636511)**Huan Rong, Xin Yu, Tinghuai Ma et al.

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