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KDD 2023: all accepted papers

558 papers · page 3 of 6 · the most cited first · ← KDD 2023

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  1. Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning ↗Daixin Wang, Zhiqiang Zhang, Yeyu Zhao et al.14 citations
  2. GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks ↗Wentao Zhao, Qitian Wu, Chenxiao Yang et al.14 citations
  3. Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay ↗Thomas Baldwin-McDonald, Lucas Maystre, Mounia Lalmas et al.14 citations
  4. Influence Maximization with Fairness at Scale ↗Yuting Feng, Ankitkumar N. Patel, Bogdan Cautis et al.14 citations
  5. M5: Multi-Modal Multi-Interest Multi-Scenario Matching for Over-the-Top Recommendation ↗Pengyu Zhao, Xin Gao, Chunxu Xu et al.14 citations
  6. Multi-Label Learning to Rank through Multi-Objective Optimization ↗Debabrata Mahapatra, Chaosheng Dong, Yetian Chen et al.14 citations
  7. The Missing Indicator Method: From Low to High Dimensions ↗Mike Van Ness, Tomas M. Bosschieter, Roberto Halpin-Gregorio et al.14 citations
  8. Uncertainty Quantification in Deep Learning ↗Lingkai Kong, Harshavardhan Kamarthi, Peng Chen et al.14 citations
  9. A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management ↗Liyue Chen, J. H. Fang, Zhe Yu et al.13 citations
  10. A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning ↗Mingzhe Xing, Hangyu Mao, Shenglin Yin et al.13 citations
  11. Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines ↗Dezhan Tu, Yeye He, Weiwei Cui et al.13 citations
  12. Automatic Temporal Relation in Multi-Task Learning ↗Menghui Zhou, Po Yang13 citations
  13. Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM ↗Hyunsung Kim, Han-Jun Choi, Chang Kim et al.13 citations
  14. CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation ↗Chumeng Liang, Zherui Huang, Yicheng Liu et al.13 citations
  15. Commonsense Knowledge Graph towards Super APP and Its Applications in Alipay ↗Xiaoling Zang, Binbin Hu, Jun Chu et al.13 citations
  16. Complementary Classifier Induced Partial Label Learning ↗Yuheng Jia, Chongjie Si, Min-Ling Zhang13 citations
  17. CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations ↗Hangzhi Guo, Thanh H. Nguyen, Amulya Yadav13 citations
  18. Cracking White-box DNN Watermarks via Invariant Neuron Transforms ↗Xudong Pan, Mi Zhang, Yifan Yan et al.13 citations
  19. Data-Efficient and Interpretable Tabular Anomaly Detection ↗Chun-Hao Chang, Jinsung Yoon, Sercan Ö. Arık et al.13 citations
  20. Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity ↗Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos et al.13 citations
  21. Graph Neural Networks: Foundation, Frontiers and Applications ↗Lingfei Wu, Peng Cui, Jian Pei et al.13 citations
  22. How Transitive Are Real-World Group Interactions? - Measurement and Reproduction ↗Sunwoo Kim, Fanchen Bu, Minyoung Choe et al.13 citations
  23. How to DP-fy ML: A Practical Tutorial to Machine Learning with Differential Privacy ↗Natalia Ponomareva, Sergei Vassilvitskii, Zheng Xu et al.13 citations
  24. Learning Balanced Tree Indexes for Large-Scale Vector Retrieval ↗Wuchao Li, Chao Feng, Defu Lian et al.13 citations
  25. Learning for Counterfactual Fairness from Observational Data ↗Jing Ma, Ruocheng Guo, Aidong Zhang et al.13 citations
  26. Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly Detection ↗Lorenzo Perini, Vincent Vercruyssen, Jesse J. Davis13 citations
  27. PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce ↗Xiaowen Shi, Fan Yang, Ze Wang et al.13 citations
  28. Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction ↗Zhangchi Zhu, Lu Wang, Pu Zhao et al.13 citations
  29. Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction ↗Erxue Min, Da Luo, Kangyi Lin et al.13 citations
  30. Towards Fair Disentangled Online Learning for Changing Environments ↗Chen Zhao, Feng Mi, Xintao Wu et al.13 citations
  31. Towards Reliable Rare Category Analysis on Graphs via Individual Calibration ↗Longfeng Wu, Bowen Lei, Dongkuan Xu et al.13 citations
  32. UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation ↗Jiacheng Li, Zhankui He, Jingbo Shang et al.13 citations
  33. A Data-Driven Decision Support Framework for Player Churn Analysis in Online Games ↗Yu Xiong, Runze Wu, Shiwei Zhao et al.12 citations
  34. A Sublinear Time Algorithm for Opinion Optimization in Directed Social Networks via Edge Recommendation ↗Xiaotian Zhou, Liwang Zhu, Wei Li et al.12 citations
  35. BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs ↗Zhen Yang, Tinglin Huang, Ming Ding et al.12 citations
  36. CFGL-LCR: A Counterfactual Graph Learning Framework for Legal Case Retrieval ↗Kun Zhang, Chong Chen, Yuanzhuo Wang et al.12 citations
  37. Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation ↗Jin-Duk Park, Siqing Li, Xin Cao et al.12 citations
  38. Enhancing Node-Level Adversarial Defenses by Lipschitz Regularization of Graph Neural Networks ↗Yaning Jia, Dongmian Zou, Hongfei Wang et al.12 citations
  39. From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams ↗Iddo Drori, Sarah J. Zhang, Reece Shuttleworth et al.12 citations
  40. GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction ↗Haoyu Geng, Runzhong Wang, Fei Qing Wu et al.12 citations
  41. MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis ↗Tian Lan, Ziyue Li, Zhishuai Li et al.12 citations
  42. MicroscopeSketch: Accurate Sliding Estimation Using Adaptive Zooming ↗Yuhan Wu, Shiqi Jiang, Siyuan Dong et al.12 citations
  43. Neural Insights for Digital Marketing Content Design ↗Fanjie Kong, Yuan Li, Houssam Nassif et al.12 citations
  44. Off-Policy Learning-to-Bid with AuctionGym ↗Olivier Jeunen, Sean Murphy, Ben Allison12 citations
  45. ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop ↗Jieming Zhu, Guohao Cai, Junjie Huang et al.12 citations
  46. S 2 phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data ↗Yuchen Li, Haoyi Xiong, Linghe Kong et al.12 citations
  47. Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining ↗Xidong Wu, Zhengmian Hu, Jian Pei et al.12 citations
  48. Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data ↗Yaoqing Lamar Yang, Ryan Theisen, Liam Hodgkinson et al.12 citations
  49. Unbiased Delayed Feedback Label Correction for Conversion Rate Prediction ↗Yifan Wang, Peijie Sun, Min Zhang et al.12 citations
  50. Using Motif Transitions for Temporal Graph Generation ↗Penghang Liu, Ahmet Erdem Sarıyüce12 citations
  51. A Personalized Automated Bidding Framework for Fairness-aware Online Advertising ↗Haoqi Zhang, Lvyin Niu, Zhenzhe Zheng et al.11 citations
  52. Contrastive Learning for User Sequence Representation in Personalized Product Search ↗Shengyu Dai, Jiongnan Liu, Zhicheng Dou et al.11 citations
  53. Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation ↗Qiang Yang, Changsheng Ma, Qiannan Zhang et al.11 citations
  54. DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery ↗Xuechun Li, Paula Bürgi, Wei Ma et al.11 citations
  55. Efficient Centrality Maximization with Rademacher Averages ↗Leonardo Pellegrina11 citations
  56. Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation ↗Shichao Pei, Ziyi Kou, Qiannan Zhang et al.11 citations
  57. Frigate: Frugal Spatio-temporal Forecasting on Road Networks ↗Mridul Gupta, Hariprasad Kodamana, Sayan Ranu11 citations
  58. Hyper-USS: Answering Subset Query Over Multi-Attribute Data Stream ↗Ruijie Miao, Yiyao Zhang, Guanyu Qu et al.11 citations
  59. Improving Training Stability for Multitask Ranking Models in Recommender Systems ↗Jiaxi Tang, Yoel Drori, Daryl Chang et al.11 citations
  60. Improving the Expressiveness of K-hop Message-Passing GNNs by Injecting Contextualized Substructure Information ↗Tianjun Yao, Yingxu Wang, Kun Zhang et al.11 citations
  61. Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework ↗Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang et al.11 citations
  62. Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design ↗Kaiyuan Gao, Lijun Wu, Jinhua Zhu et al.11 citations
  63. Precision Health in the Age of Large Language Models ↗Hoifung Poon, Tristan Naumann, Sheng Zhang et al.11 citations
  64. Quantifying Node Importance over Network Structural Stability ↗Fan Zhang, Qingyuan Linghu, Jiadong Xie et al.11 citations
  65. Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization ↗Yunze Tong, Junkun Yuan, Min Zhang et al.11 citations
  66. SAMD: An Industrial Framework for Heterogeneous Multi-Scenario Recommendation ↗Zhaoxin Huan, Ang Li, Xiaolu Zhang et al.11 citations
  67. Task Relation-aware Continual User Representation Learning ↗Sein Kim, Namkyeong Lee, Donghyun Kim et al.11 citations
  68. Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning ↗Aditya Srinivas Timmaraju, Mehdi Mashayekhi, Mingliang Chen et al.11 citations
  69. Accelerating Antimicrobial Peptide Discovery with Latent Structure ↗Danqing Wang, Zeyu Wen, Fei Ye et al.10 citations
  70. Binary Embedding-based Retrieval at Tencent ↗Yukang Gan, Yixiao Ge, Chang Sheng Zhou et al.10 citations
  71. CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems ↗Song Jiang, Zijie Huang, Xiao Luo et al.10 citations
  72. CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution ↗Yuxiang Guo, Lu Chen, Zhengjie Zhou et al.10 citations
  73. Clenshaw Graph Neural Networks ↗Yuhe Guo, Zhewei Wei10 citations
  74. Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19 ↗Ting Dang, Jing Han, Tong Xia et al.10 citations
  75. DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization ↗Wenhao Zhang, Zimu Zhou, Yansheng Wang et al.10 citations
  76. Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network ↗Jinzhu Mao, Liu Cao, Chen Gao et al.10 citations
  77. Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks ↗Mohannad Elhamod, Mridul Khurana, Harish Babu Manogaran et al.10 citations
  78. Doctor Specific Tag Recommendation for Online Medical Record Management ↗Yejing Wang, Shen Ge, Xiangyu Zhao et al.10 citations
  79. DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling ↗Yuchen Zhuang, Yue Yu, Lingkai Kong et al.10 citations
  80. Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations ↗Vy Vo, Trung Le, Van Nguyen et al.10 citations
  81. Graph Neural Bandits ↗Yunzhe Qi, Yikun Ban, Jingrui He10 citations
  82. Hierarchical Invariant Learning for Domain Generalization Recommendation ↗Zeyu Zhang, Heyang Gao, Hao Yang et al.10 citations
  83. International Workshop on Federated Learning for Distributed Data Mining ↗Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu et al.10 citations
  84. International Workshop on Multimodal Learning - 2023 Theme: Multimodal Learning with Foundation Models ↗Yuan Ling, Fanyou Wu, Shujing Dong et al.10 citations
  85. Knowledge-augmented Graph Machine Learning for Drug Discovery: From Precision to Interpretability ↗Zhiqiang Zhong, Davide Mottin10 citations
  86. Leveraging Relational Graph Neural Network for Transductive Model Ensemble ↗Zhengyu Hu, Jieyu Zhang, Haonan Wang et al.10 citations
  87. PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text ↗Muchao Ye, Jinghui Chen, Chenglin Miao et al.10 citations
  88. PROSE: Graph Structure Learning via Progressive Strategy ↗Huizhao Wang, Yao Fu, T.L. Yu et al.10 citations
  89. Path-Specific Counterfactual Fairness for Recommender Systems ↗Yaochen Zhu, Jing Ma, Liang Wu et al.10 citations
  90. Self-supervised Classification of Clinical Multivariate Time Series using Time Series Dynamics ↗Yakir Yehuda, Daniel Freedman, Kira Radinsky10 citations
  91. Sequence As Genes: An User Behavior Modeling Framework for Fraud Transaction Detection in E-commerce ↗Ziming Wang, Qianru Wu, Baolin Zheng et al.10 citations
  92. Trustworthy Machine Learning: Robustness, Generalization, and Interpretability ↗Jindong Wang, Haoliang Li, Haohan Wang et al.10 citations
  93. User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback ↗Yu Xia, Junda Wu, Tong Yu et al.10 citations
  94. A Higher-Order Temporal H-Index for Evolving Networks ↗Lutz Oettershagen, Nils M. Kriege, Petra Mutzel9 citations
  95. A Message Passing Neural Network Space for Better Capturing Data-dependent Receptive Fields ↗Zhili Wang, Shimin Di, Lei Chen9 citations
  96. A Multi-stage Framework for Online Bonus Allocation Based on Constrained User Intent Detection ↗Chao Wang, Xiaowei Shi, Shuai Xu et al.9 citations
  97. A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy ↗Enyan Dai, Limeng Cui, Zhengyang Wang et al.9 citations
  98. Adversaries with Limited Information in the Friedkin-Johnsen Model ↗Sijing Tu, Stefan Neumann, Aristides Gionis9 citations
  99. AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn ↗Zhentao Xu, Ruoying Wang, Girish Balaji et al.9 citations
  100. Domain-Guided Spatio-Temporal Self-Attention for Egocentric 3D Pose Estimation ↗Jinman Park, Kimathi Kaai, Saad Hossain et al.9 citations

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