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KDD 2023: all accepted papers

558 papers · page 1 of 6 · the most cited first · ← KDD 2023

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  1. DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection ↗Yiyuan Yang, Chaoli Zhang, Tian Zhou et al.355 citations
  2. CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-XQinkai Zheng, Xiao Xia, Xu Zou et al.310 citations · our summary
  3. TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting ↗Vijay Ekambaram, Arindam Jati, Nam H. Nguyen et al.278 citations
  4. Adaptive Graph Contrastive Learning for Recommendation ↗Yangqin Jiang, Chao Huang, Lianghao Huang189 citations
  5. All in One: Multi-Task Prompting for Graph Neural Networks ↗Xiangguo Sun, Hong Cheng, Jia Li et al.173 citations
  6. Knowledge Graph Self-Supervised Rationalization for Recommendation ↗Yuhao Yang, Chao Huang, Lianghao Xia et al.173 citations
  7. Text Is All You Need: Learning Language Representations for Sequential Recommendation ↗Jiacheng Li, Ming Wang, Li Jin et al.169 citations
  8. Deep Weakly-supervised Anomaly Detection ↗Guansong Pang, Chunhua Shen, Huidong Jin et al.138 citations
  9. Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models ↗Chunjing Xiao, Zehua Gou, Wenxin Tai et al.110 citations
  10. What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders ↗Jintang Li, Ruofan Wu, Wangbin Sun et al.108 citations
  11. Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics ↗Youssef Elmougy, Ling Liu106 citations
  12. FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy ↗Jianqing Zhang, Hua Yang, Hao Wang et al.105 citations
  13. PEPNet: Parameter and Embedding Personalized Network for Infusing with Personalized Prior Information ↗Jianxin Chang, Chenbin Zhang, Yiqun Hui et al.104 citations
  14. Generative AI meets Responsible AI: Practical Challenges and Opportunities ↗Krishnaram Kenthapadi, Himabindu Lakkaraju, Nazneen Fatema Rajani94 citations
  15. FedMultimodal: A Benchmark for Multimodal Federated Learning ↗Tiantian Feng, Digbalay Bose, Tuo Zhang et al.86 citations
  16. TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter ↗Xinyang Zhang, Yury A. Malkov, Omar U. Florez et al.76 citations
  17. Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques ↗Xin Luna Dong, Seungwhan Moon, Yifan Ethan Xu et al.72 citations
  18. AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning ↗Yongqi Zhang, Zhanke Zhou, Quanming Yao et al.70 citations
  19. Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph ↗Shiyuan Zhang, Tong Li, Shuodi Hui et al.70 citations
  20. Robust Multimodal Failure Detection for Microservice Systems ↗Chenyu Zhao, Minghua Ma, Zhenyu Zhong et al.69 citations
  21. TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou ↗Jianxin Chang, Chenbin Zhang, Zhiyi Fu et al.68 citations
  22. ShapleyFL: Robust Federated Learning Based on Shapley Value ↗Qiheng Sun, Xiang Li, Jiayao Zhang et al.67 citations
  23. WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window ↗Yifan Zhu, Fangpeng Cong, Dan Zhang et al.67 citations
  24. Learning Behavior-oriented Knowledge Tracing ↗Bihan Xu, Zhenya Huang, Jiayu Liu et al.62 citations
  25. Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities ↗Yilun Jin, Kai Chen, Qiang Yang62 citations
  26. Practical Synthetic Human Trajectories Generation Based on Variational Point Processes ↗Qingyue Long, Huandong Wang, Tong Li et al.55 citations
  27. An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series ↗Xu Wang, Hongbo Zhang, Pengkun Wang et al.52 citations
  28. Dual-view Molecular Pre-training ↗Jinhua Zhu, Yingce Xia, Lijun Wu et al.52 citations
  29. Spatio-temporal Diffusion Point Processes ↗Yuan Yuan, Jingtao Ding, Chenyang Shao et al.51 citations
  30. FedAPEN: Personalized Cross-silo Federated Learning with Adaptability to Statistical Heterogeneity ↗Zhen Qin, Shuiguang Deng, Mingyu Zhao et al.50 citations
  31. Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction ↗Binwu Wang, Yudong Zhang, Xu Wang et al.48 citations
  32. Group-based Fraud Detection Network on e-Commerce Platforms ↗Jianke Yu, Hanchen Wang, Xiaoyang Wang et al.47 citations
  33. Hierarchical Projection Enhanced Multi-behavior Recommendation ↗Chang Meng, Hengyu Zhang, Wei Guo et al.46 citations
  34. FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs ↗Yang Liu, Xiang Ao, Fuli Feng et al.45 citations
  35. WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human PreferencesXiao Liu, Hanyu Lai, Hao Yu et al.45 citations · our summary
  36. Efficient Bi-Level Optimization for Recommendation Denoising ↗Zongwei Wang, Min Gao, Wentao Li et al.44 citations
  37. Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering ↗Xinyue Hu, Lin Gu, Qiyuan An et al.44 citations
  38. GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification ↗Wen-Zhi Li, Chang‐Dong Wang, Hui Yun Xiong et al.44 citations
  39. Urban Region Representation Learning with OpenStreetMap Building Footprints ↗Yi Li, Weiming Huang, Gao Cong et al.44 citations
  40. Warpformer: A Multi-scale Modeling Approach for Irregular Clinical Time Series ↗Jiawen Zhang, Shun Zheng, Wei Cao et al.44 citations
  41. Learning Strong Graph Neural Networks with Weak Information ↗Yixin Liu, Kaize Ding, Jianling Wang et al.43 citations
  42. Federated Few-shot Learning ↗Song Wang, Xingbo Fu, Kaize Ding et al.42 citations
  43. MUSER: A MUlti-Step Evidence Retrieval Enhancement Framework for Fake News Detection ↗Hao Liao, Jiahao Peng, Zhanyi Huang et al.42 citations
  44. A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification ↗Kevin Fauvel, Fuxing Chen, Dario Rossi41 citations
  45. DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection ↗Jiaying Wu, Bryan Hooi41 citations
  46. Kernel Ridge Regression-Based Graph Dataset Distillation ↗Zhe Xu, Yuzhong Chen, Menghai Pan et al.41 citations
  47. CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning ↗Gang Yan, Hao Wang, Xu Yuan et al.40 citations
  48. Adaptive Disentangled Transformer for Sequential Recommendation ↗Y. J. Zhang, Xin Wang, Hong Chen et al.39 citations
  49. DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting ↗Lifan Zhao, Shuming Kong, Yanyan Shen39 citations
  50. IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research ↗Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka et al.39 citations
  51. Graph Contrastive Learning with Generative Adversarial Network ↗Cheng Wu, Chaokun Wang, Jingcao Xu et al.38 citations
  52. One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms ↗Shaoyuan Huang, Zheng Wang, Heng Zhang et al.38 citations
  53. HomoGCL: Rethinking Homophily in Graph Contrastive Learning ↗Wen-Zhi Li, Chang‐Dong Wang, Hui Yun Xiong et al.37 citations
  54. Multi-factor Sequential Re-ranking with Perception-Aware Diversification ↗Yue Xu, Hao Chen, Zefan Wang et al.37 citations
  55. Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling ↗Chaofan Fu, Guanjie Zheng, Chao Huang et al.37 citations
  56. RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment ↗Chuyu Fang, Chuan Qin, Qi Zhang et al.37 citations
  57. TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest ↗X.-G. Xia, Pong Eksombatchai, Nikil Pancha et al.35 citations
  58. A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics ↗Kaiwen Xia, Li Lin, Shuai Wang et al.34 citations
  59. Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning ↗Zhengyang Zhou, Qihe Huang, Kuo Yang et al.34 citations
  60. Counterfactual Video Recommendation for Duration Debiasing ↗Shisong Tang, Qing Li, Dingmin Wang et al.33 citations
  61. Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback ↗Lu Wang, Chaoyun Zhang, Ruomeng Ding et al.33 citations
  62. Certified Edge Unlearning for Graph Neural Networks ↗Kun Wu, Jie Shen, Yue Ning et al.32 citations
  63. Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN) ↗Yin Zhang, Ruoxi Wang, Derek Zhiyuan Cheng et al.32 citations
  64. FS-REAL: Towards Real-World Cross-Device Federated Learning ↗Daoyuan Chen, Dawei Gao, Yuexiang Xie et al.32 citations
  65. WHEN: A Wavelet-DTW Hybrid Attention Network for Heterogeneous Time Series Analysis ↗Jingyuan Wang, Chen Yang, Xiaohan Jiang et al.32 citations
  66. A Collaborative Transfer Learning Framework for Cross-domain Recommendation ↗Wei Zhang, Pengye Zhang, Bo Zhang et al.31 citations
  67. A Data-centric Framework to Endow Graph Neural Networks with Out-Of-Distribution Detection Ability ↗Yuxin Guo, Cheng Hong Yang, Yuluo Chen et al.31 citations
  68. Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections ↗Sun Qian, Le Zhang, Huan Yu et al.31 citations
  69. Sketch-Based Anomaly Detection in Streaming Graphs ↗Siddharth Bhatia, Mohit Wadhwa, Kenji Kawaguchi et al.31 citations
  70. Automated 3D Pre-Training for Molecular Property Prediction ↗Xu Wang, Huan Zhao, Wei-Wei Tu et al.30 citations
  71. DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph ↗Kaike Zhang, Qi Cao, Gaolin Fang et al.30 citations
  72. Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks ↗Bowen Jin, Yu Zhang, Qi Zhu et al.30 citations
  73. Incremental Causal Graph Learning for Online Root Cause Analysis ↗Dongjie Wang, Zhengzhang Chen, Yanjie Fu et al.30 citations
  74. Interdependent Causal Networks for Root Cause Localization ↗Dongjie Wang, Zhengzhang Chen, Jingchao Ni et al.30 citations
  75. Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model ↗Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng et al.30 citations
  76. Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns ↗Shuodi Hui, Huandong Wang, Tong Li et al.30 citations
  77. Localised Adaptive Spatial-Temporal Graph Neural Network ↗Wenying Duan, Xiaoxi He, Zimu Zhou et al.30 citations
  78. MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction ↗Jianghao Lin, Yanru Qu, Wei Guo et al.30 citations
  79. PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement ↗Wanqi Xue, Qingpeng Cai, Zhenghai Xue et al.30 citations
  80. Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders ↗Dingsu Wang, Yuchen Yan, Ruizhong Qiu et al.29 citations
  81. Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks ↗Zeyu Qin, Liuyi Yao, Daoyuan Chen et al.29 citations
  82. Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies ↗Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.29 citations
  83. Causal Discovery from Temporal Data ↗Chang Gong, Di Yao, Chuzhe Zhang et al.28 citations
  84. Domain-Specific Risk Minimization for Domain Generalization ↗Yifan Zhang, Jindong Wang, Jian Liang et al.28 citations
  85. Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning ↗Xin Qin, Jindong Wang, Shuo Ma et al.28 citations
  86. Meta Graph Learning for Long-tail Recommendation ↗Chunyu Wei, Jian Liang, Di Liu et al.28 citations
  87. Multi-Grained Multimodal Interaction Network for Entity Linking ↗Pengfei Luo, Tong Xu, Shiwei Wu et al.28 citations
  88. Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping ↗Xiaoxiao Ma, Jia Xin Wu, Jian Yu Yang et al.28 citations
  89. FedDefender: Client-Side Attack-Tolerant Federated Learning ↗Sungwon Park, Sungwon Han, Fangzhao Wu et al.27 citations
  90. Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning ↗Shuo Yu, Hongyan Xue, Xiang Ao et al.27 citations
  91. Graph Neural Processes for Spatio-Temporal Extrapolation ↗Junfeng Hu, Yuxuan Liang, Zhencheng Fan et al.27 citations
  92. Rumor Detection with Diverse Counterfactual Evidence ↗Kaiwei Zhang, Junchi Yu, Haichao Shi et al.27 citations
  93. TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer ↗Qiang Wu, Mingyuan Li, Jun Shen et al.27 citations
  94. Community-based Dynamic Graph Learning for Popularity Prediction ↗Shuo Ji, Xiaodong Lü, Mingzhe Liu et al.26 citations
  95. PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks ↗Da Sun Handason Tam, Yang Liu, Huanle Xu et al.26 citations
  96. Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity ↗Yangyang Wang, Xiao Zhang, Mingyi Li et al.26 citations
  97. Uncertainty-Aware Probabilistic Travel Time Prediction for On-Demand Ride-Hailing at DiDi ↗Hao Liu, Wenzhao Jiang, Shui Liu et al.26 citations
  98. un-xPass: Measuring Soccer Player's Creativity ↗Pieter Robberechts, Maaike Van Roy, Jesse J. Davis26 citations
  99. AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations ↗Danwei Li, Zhengyu Zhang, Siyang Yuan et al.25 citations
  100. Controllable Multi-Objective Re-ranking with Policy Hypernetworks ↗Sirui Chen, Yuan Wang, Zijing Wen et al.25 citations

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