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KDD 2024: all accepted papers

642 papers · page 4 of 7 · the most cited first · ← KDD 2024

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  1. Bringing Multimodality to Amazon Visual Search System ↗Xinliang Zhu, Sheng-Wei Huang, Han Ding et al.6 citations
  2. CAT: Interpretable Concept-based Taylor Additive Models ↗Viet Duong, Qiong Wu, Zhengyi Zhou et al.6 citations
  3. Chaining Text-to-Image and Large Language Model: A Novel Approach for Generating Personalized e-commerce Banners ↗Shanu Vashishtha, Abhinav Prakash, Lalitesh Morishetti et al.6 citations
  4. Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations ↗Linxin Guo, Yaochen Zhu, Min Gao et al.6 citations
  5. Controllable Multi-Behavior Recommendation for In-Game Skins with Large Sequential Model ↗Yanjie Gou, Yuanzhou Yao, Zhao Zhang et al.6 citations
  6. Conversational Dueling Bandits in Generalized Linear Models ↗Shuhua Yang, Hui Yuan, Xiaoying Zhang et al.6 citations
  7. Dataset Condensation for Time Series Classification via Dual Domain Matching ↗Zhanyu Liu, Ke Hao, Guanjie Zheng et al.6 citations
  8. Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction ↗Seungwon Jeong, Soyeon Woo, Dae-Won Chung et al.6 citations
  9. Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce ↗Zhe Lin, Jiwei Tan, Dan Ou et al.6 citations
  10. DuMapNet: An End-to-End Vectorization System for City-Scale Lane-Level Map Generation ↗Deguo Xia, Weiming Zhang, Xiyan Liu et al.6 citations
  11. Face4Rag: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese ↗Yunqi Xu, Tianchi Cai, Jiyan Jiang et al.6 citations
  12. Fast Computation for the Forest Matrix of an Evolving Graph ↗Haoxin Sun, Xiaotian Zhou, Zhongzhi Zhang6 citations
  13. GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security ↗Xuanqing Liu, Runhui Wang, Yang Song et al.6 citations
  14. GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting ↗Yimeng Bai, Yang Zhang, Fuli Feng et al.6 citations
  15. Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity ↗Harshavardhan Kamarthi, Aditya B. Sasanur, Xinjie Tong et al.6 citations
  16. Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data ↗Ziyi Zhang, Shaogang Ren, Xiaoning Qian et al.6 citations
  17. MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning ↗Shuo Ji, Mingzhe Liu, Leilei Sun et al.6 citations
  18. Meta Clustering of Neural Bandits ↗Yikun Ban, Yunzhe Qi, Tianxin Wei et al.6 citations
  19. Modeling User Retention through Generative Flow Networks ↗Ziru Liu, Shuchang Liu, Bin Yang et al.6 citations
  20. Ontology Enrichment for Effective Fine-grained Entity Typing ↗Siru Ouyang, Jiaxin Huang, Pranav Vinod Pillai et al.6 citations
  21. POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning ↗Junxiang Wang, Guangji Bai, Wei Dong Cheng et al.6 citations
  22. Practical Machine Learning for Streaming Data ↗Heitor Murilo Gomes, Albert Bifet6 citations
  23. R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models ↗Shangqing Tu, Yuanchun Wang, Jifan Yu et al.6 citations
  24. RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks ↗Seong-Hyeon Hwang, Minsu Kim, Steven Euijong Whang6 citations
  25. RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms ↗Luís Roque, Carlos Soares, Luı́s Torgo6 citations
  26. ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions ↗Zhichen Lai, Dalin Zhang, Huan Li et al.6 citations
  27. Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Broad Physical Dynamics Learning ↗Zinan Zheng, Yang Liu, Jia Li et al.6 citations
  28. TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data ↗Ziyang Zhang, Hejie Cui, Ran Xu et al.6 citations
  29. Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks ↗Feiyang Xu, Shunyu Liu, Yunpeng Qing et al.6 citations
  30. Understanding Inter-Session Intentions via Complex Logical Reasoning ↗Jiaxin Bai, Chen Luo, Zheng Li et al.6 citations
  31. Unsupervised Heterogeneous Graph Rewriting Attack via Node Clustering ↗Haosen Wang, Can Xu, Chenglong Shi et al.6 citations
  32. Using Self-supervised Learning Can Improve Model Fairness ↗Sofia Yfantidou, Dimitris Spathis, Marios Constantinides et al.6 citations
  33. A Deep Prediction Framework for Multi-Source Information via Heterogeneous GNN ↗Zhen Wu, Jingya Zhou, Jinghui Zhang et al.5 citations
  34. A Tutorial on Multi-Armed Bandit Applications for Large Language Models ↗Djallel Bouneffouf, Raphaël Féraud5 citations
  35. AIM: Attributing, Interpreting, Mitigating Data Unfairness ↗Zhining Liu, Ruizhong Qiu, Zhichen Zeng et al.5 citations
  36. AdaRD: An Adaptive Response Denoising Framework for Robust Learner Modeling ↗Fangzhou Yao, Qi Liu, Linan Yue et al.5 citations
  37. Advances in Human Event Modeling: From Graph Neural Networks to Language Models ↗Songgaojun Deng, Maarten de Rijke, Yue Ning5 citations
  38. AnyLoss: Transforming Classification Metrics into Loss Functions ↗Doheon Han, Nuno Moniz, Nitesh V. Chawla5 citations
  39. Automated Mining of Structured Knowledge from Text in the Era of Large Language Models ↗Yunyi Zhang, Ming Zhong, Siru Ouyang et al.5 citations
  40. Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems ↗Junhao Shen, Hong Qian, Shuo Liu et al.5 citations
  41. Conditional Logical Message Passing Transformer for Complex Query Answering ↗Chongzhi Zhang, Zhiping Peng, Junhao Zheng et al.5 citations
  42. Customizing Graph Neural Network for CAD Assembly Recommendation ↗Fengqi Liang, Huan Zhao, Yuhan Quan et al.5 citations
  43. DARE to Diversify: DAta Driven and Diverse LLM REd Teaming ↗Manish Nagireddy, Bernat Guillén Pegueroles, Ioana Baldini5 citations
  44. Decision Focused Causal Learning for Direct Counterfactual Marketing Optimization ↗Hao Zhou, Rongxiao Huang, Shaoming Li et al.5 citations
  45. DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference ↗Shuliang Wang, Xinyu Pan, Sijie Ruan et al.5 citations
  46. Dual-Assessment Driven Pruning: Iterative Optimizing Layer-wise Sparsity for Large Language Model ↗Qinghui Sun, Weilun Wang, Zhu Yanni et al.5 citations
  47. Dynamic Hotel Pricing at Online Travel Platforms: A Popularity and Competitiveness Aware Demand Learning Approach ↗Fanwei Zhu, Wendong Xiao, Yao Yu et al.5 citations
  48. Efficient Exploration of the Rashomon Set of Rule-Set Models ↗Martino Ciaperoni, Han Xiao, Aristides Gionis5 citations
  49. Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models ↗Xiaoyu Tan, Leijun Cheng, Xihe Qiu et al.5 citations
  50. Enhancing Pre-Ranking Performance: Tackling Intermediary Challenges in Multi-Stage Cascading Recommendation Systems ↗Jianping Wei, Yujie Zhou, Zhengwei Wu et al.5 citations
  51. Evading Community Detection via Counterfactual Neighborhood Search ↗Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei5 citations
  52. False Positives in A/B Tests ↗Ron Kohavi, Nanyu Chen5 citations
  53. GeoMix: Towards Geometry-Aware Data Augmentation ↗Wentao Zhao, Qitian Wu, Chenxiao Yang et al.5 citations
  54. GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection ↗Zhanguang Zhang, Didier Chételat, Joseph Cotnareanu et al.5 citations
  55. Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning ↗Zhijie Nie, Richong Zhang, Zhangchi Feng et al.5 citations
  56. Joint Auction in the Online Advertising Market ↗Zhen Zhang, Weian Li, Yahui Lei et al.5 citations
  57. LiMAML: Personalization of Deep Recommender Models via Meta Learning ↗Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava et al.5 citations
  58. Making Temporal Betweenness Computation Faster and Restless ↗Filippo Brunelli, Pierluigi Crescenzi, Laurent Viennot5 citations
  59. Measuring an LLM's Proficiency at using APIs: A Query Generation Strategy ↗Ying Sheng, Sudeep Gandhe, Bhargav Kanagal et al.5 citations
  60. Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection ↗Chunjing Xiao, Shikang Pang, Wenxin Tai et al.5 citations
  61. Natural Language Explainable Recommendation with Robustness Enhancement ↗Jingsen Zhang, Jiakai Tang, Xu Chen et al.5 citations
  62. PSMC: Provable and Scalable Algorithms for Motif Conductance Based Graph Clustering ↗Longlong Lin, Tao Jia, Zeli Wang et al.5 citations
  63. Pre-train and Refine: Towards Higher Efficiency in K-Agnostic Community Detection without Quality Degradation ↗Meng Qin, Chaorui Zhang, Yu Gao et al.5 citations
  64. Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space ↗Ruikun Li, Huandong Wang, Jinghua Piao et al.5 citations
  65. QSketch: An Efficient Sketch for Weighted Cardinality Estimation in Streams ↗Yiyan Qi, Rundong Li, Pinghui Wang et al.5 citations
  66. Recent and Upcoming Developments in Randomized Numerical Linear Algebra for Machine Learning ↗Michał Dereziński, Michael W. Mahoney5 citations
  67. Representation Learning of Temporal Graphs with Structural Roles ↗Huaming Du, Long Qing Shi, Xingyan Chen et al.5 citations
  68. RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network ↗Yunbo Hou, Haoran Ye, Yingxue Zhang et al.5 citations
  69. Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity ↗Dongyue Li, Aneesh Sharma, Hongyang Zhang5 citations
  70. Scalable Temporal Motif Densest Subnetwork Discovery ↗Ilie Sarpe, Fabio Vandin, Aristides Gionis5 citations
  71. SentHYMNent: An Interpretable and Sentiment-Driven Model for Algorithmic Melody Harmonization ↗Stephen Hahn, Jerry Yin, Rico Zhu et al.5 citations
  72. Spuriousness-Aware Meta-Learning for Learning Robust Classifiers ↗Guangtao Zheng, Wenqian Ye, Aidong Zhang5 citations
  73. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models ↗Yuan Zhong, Xiaochen Wang, Jiaqi Wang et al.5 citations
  74. TSC: A Simple Two-Sided Constraint against Over-Smoothing ↗Furong Peng, Kang Liu, Xuan Lu et al.5 citations
  75. Temporal Uplift Modeling for Online Marketing ↗Xin Zhang, Kai Wang, Zengmao Wang et al.5 citations
  76. Towards Test Time Adaptation via Calibrated Entropy Minimization ↗Hao Yang, Min Wang, Jinshen Jiang et al.5 citations
  77. Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data ↗Hanyang Yuan, Jiarong Xu, Cong Wang et al.5 citations
  78. Uplift Modelling via Gradient Boosting ↗Bulat Ibragimov, Anton Vakhrushev5 citations
  79. Where Have You Been? A Study of Privacy Risk for Point-of-Interest Recommendation ↗Kunlin Cai, Jinghuai Zhang, Zhiqing Hong et al.5 citations
  80. XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques ↗Yu Xiong, Zhipeng Hu, Ye Huang et al.5 citations
  81. A Fast Exact Algorithm to Enumerate Maximal Pseudo-cliques in Large Sparse Graphs ↗Ahsanur Rahman, Kalyan Roy, Ramiza Maliha et al.4 citations
  82. A Hands-on Introduction to Time Series Classification and Regression ↗Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier et al.4 citations
  83. A Self-boosted Framework for Calibrated Ranking ↗Shunyu Zhang, Hu Liu, Wentian Bao et al.4 citations
  84. AGS-GNN: Attribute-guided Sampling for Graph Neural Networks ↗Siddhartha Shankar Das, S M Ferdous, Mahantesh M. Halappanavar et al.4 citations
  85. Asynchronous Vertical Federated Learning for Kernelized AUC Maximization ↗Ke Zhang, Ganyu Wang, Han Li et al.4 citations
  86. Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent ↗Lorenz Kummer, Samir Moustafa, Sebastian Schrittwieser et al.4 citations
  87. BacktrackSTL: Ultra-Fast Online Seasonal-Trend Decomposition with Backtrack Technique ↗Haoyu Wang, Hongke Guo, Zhaoliang Zhu et al.4 citations
  88. Causal Machine Learning for Cost-Effective Allocation of Development Aid ↗Milan Kuzmanovic, Dennis Frauen, Tobias Hatt et al.4 citations
  89. Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors ↗Taehyung Kwon, Jihoon Ko, Jinhong Jung et al.4 citations
  90. Conformal Counterfactual Inference under Hidden Confounding ↗Zonghao Chen, Ruocheng Guo, Jean-François Ton et al.4 citations
  91. Counterfactual Generative Models for Time-Varying Treatments ↗Shenghao Wu, Wenbin Zhou, Minshuo Chen et al.4 citations
  92. DPHGNN: A Dual Perspective Hypergraph Neural Networks ↗Siddhant Saxena, Shounak Ghatak, Raghu Kolla et al.4 citations
  93. DPSW-Sketch: A Differentially Private Sketch Framework for Frequency Estimation over Sliding Windows ↗Yiping Wang, Yanhao Wang, Cen Chen4 citations
  94. Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs ↗Hao Li, H. J. Jiang, Jiajun Fan et al.4 citations
  95. Efficient Discovery of Time Series Motifs under both Length Differences and Warping ↗Makoto Imamura, Takaaki Nakamura4 citations
  96. Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model ↗Jiang-Xin Shi, Chi Zhang, Tong Wei et al.4 citations
  97. Embedding Two-View Knowledge Graphs with Class Inheritance and Structural Similarity ↗Kyuhwan Yeom, Hyeongjun Yang, Gayeon Park et al.4 citations
  98. Fast Unsupervised Deep Outlier Model Selection with Hypernetworks ↗Xueying Ding, Yue Zhao, Leman Akoglu4 citations
  99. Hierarchical Knowledge Guided Fault Intensity Diagnosis of Complex Industrial Systems ↗Yu Sha, Shuiping Gou, Bo Liu et al.4 citations
  100. Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks ↗Wenyuan Jiang, Wenwei Wu, Le Zhang et al.4 citations

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