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KDD 2023: all accepted papers

558 papers · page 2 of 6 · the most cited first · ← KDD 2023

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  1. E-commerce Search via Content Collaborative Graph Neural Network ↗Guipeng Xv, Chen Lin, Wanxian Guan et al.25 citations
  2. On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering ↗Jiayan Guo, Lun Du, Xu Chen et al.25 citations
  3. TWIN: Personalized Clinical Trial Digital Twin Generation ↗Trisha Das, Zifeng Wang, Jimeng Sun25 citations
  4. Towards Equitable Assignment: Data-Driven Delivery Zone Partition at Last-mile Logistics ↗Baoshen Guo, Shuai Wang, Haotian Wang et al.25 citations
  5. A Causality Inspired Framework for Model Interpretation ↗Chenwang Wu, Xiting Wang, Defu Lian et al.24 citations
  6. Contrastive Meta-Learning for Few-shot Node Classification ↗Song Wang, Zhen Tan, Huan Liu et al.24 citations
  7. Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications ↗Mila Nambiar, Supriyo Ghosh, Priscilla Ong et al.24 citations
  8. MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation ↗Jiaxing Zhang, Dongsheng Luo, Hua Wei24 citations
  9. NFT-Based Data Marketplace with Digital Watermarking ↗Saeed Ranjbar Alvar, Mohammad Ali Akbari, David Yue et al.24 citations
  10. PrivateRec: Differentially Private Model Training and Online Serving for Federated News Recommendation ↗Ruixuan Liu, Yang Cao, Yanlin Wang et al.24 citations
  11. Semi-Supervised Graph Imbalanced Regression ↗Gang Liu, Tong Zhao, Eric Inae et al.24 citations
  12. ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis ↗Wei‐Yao Wang, Yung-Chang Huang, Tsì-Uí İk et al.24 citations
  13. Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation ↗Xiao Mei Lin, Xiaokai Chen, Linfeng Song et al.24 citations
  14. Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering ↗Xujia Li, Yuan Li, Xueying Mo et al.23 citations
  15. GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing ↗Hangyu Wang, Ting Long, Liang Yin et al.23 citations
  16. Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications ↗Han Xie, Da Zheng, Jun Ma et al.23 citations
  17. Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications ↗Min Zhou, Menglin Yang, Bo Xiong et al.23 citations
  18. LightPath: Lightweight and Scalable Path Representation Learning ↗Bin Yang, Jilin Hu, Chenjuan Guo et al.23 citations
  19. TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation ↗Wenxin Tai, Bin Chen, Fan Zhou et al.23 citations
  20. BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment ↗Xiao Long Hu, Yuan Cheng, Zhi Zheng et al.22 citations
  21. Capacity Constrained Influence Maximization in Social Networks ↗Shiqi Zhang, Yiqian Huang, Jiachen Sun et al.22 citations
  22. DGI: An Easy and Efficient Framework for GNN Model Evaluation ↗Peiqi Yin, Xiao Yan, Jinjing Zhou et al.22 citations
  23. Precursor-of-Anomaly Detection for Irregular Time Series ↗Sheo Yon Jhin, Jaehoon Lee, Noseong Park22 citations
  24. Source-Free Domain Adaptation with Temporal Imputation for Time Series Data ↗Mohamed Ragab, Emadeldeen Eldele, Min Wu et al.22 citations
  25. Constrained Social Community Recommendation ↗Xingyi Zhang, Shuliang Xu, Wenqing Lin et al.21 citations
  26. Efficient Coreset Selection with Cluster-based Methods ↗Chengliang Chai, Jiayi Wang, Nan Tang et al.21 citations
  27. GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning ↗Qianyue Hao, Wenzhen Huang, Tao Feng et al.21 citations
  28. SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and Its Evaluation ↗Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan et al.21 citations
  29. To Aggregate or Not? Learning with Separate Noisy Labels ↗Jiaheng Wei, Zhaowei Zhu, Tianyi Luo et al.21 citations
  30. When to Pre-Train Graph Neural Networks? From Data Generation Perspective! ↗Yuxuan Cao, Jiarong Xu, Carl Yang et al.21 citations
  31. Anomaly Detection with Score Distribution Discrimination ↗Minqi Jiang, Songqiao Han, Hailiang Huang20 citations
  32. DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction ↗Xiaowei Mao, Haomin Wen, Hengrui Zhang et al.20 citations
  33. Debiasing Recommendation by Learning Identifiable Latent Confounders ↗Qing Zhang, Xiaoying Zhang, Yang Liu et al.20 citations
  34. ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection ↗Huazhang Wang, Zhaojing Luo, James Yip et al.20 citations
  35. PyHealth: A Deep Learning Toolkit for Healthcare Applications ↗Chaoqi Yang, Zhenbang Wu, Patrick Jiang et al.20 citations
  36. QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction ↗Yucheng Liu, Zipeng Gao, Xiangyang Liu et al.20 citations
  37. Revisiting Neural Retrieval on Accelerators ↗Jiaqi Zhai, Zhaojie Gong, Yueming Wang et al.20 citations
  38. Temporal Dynamics-Aware Adversarial Attacks on Discrete-Time Dynamic Graph Models ↗Kartik Sharma, Rakshit Trivedi, Rohit Sridhar et al.20 citations
  39. UA-FedRec: Untargeted Attack on Federated News Recommendation ↗Jingwei Yi, Fangzhao Wu, Bin Zhu et al.20 citations
  40. Web-Scale Academic Name Disambiguation: The WhoIsWho Benchmark, Leaderboard, and Toolkit ↗Bo Chen, Jing Zhang, Fanjin Zhang et al.20 citations
  41. Connecting the Dots — Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering ↗Anna Beer, Andrew Draganov, Ellen Hohma et al.19 citations
  42. Efficient Continuous Space Policy Optimization for High-frequency Trading ↗Li Han, Nan Ding, Guoxuan Wang et al.19 citations
  43. Explicit Feature Interaction-aware Uplift Network for Online Marketing ↗Dugang Liu, Xing Jia Tang, Han Gao et al.19 citations
  44. Learning to Relate to Previous Turns in Conversational Search ↗Fengran Mo, Jian‐Yun Nie, Kaiyu Huang et al.19 citations
  45. Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning ↗Xiao Han, Xiangyu Zhao, Liang Zhang et al.19 citations
  46. Node Classification Beyond Homophily: Towards a General Solution ↗Zhe Xu, Yuzhong Chen, Qinghai Zhou et al.19 citations
  47. Predicting Information Pathways Across Online Communities ↗Yiqiao Jin, Yeon-Chang Lee, Kartik Sharma et al.19 citations
  48. Shift-Robust Molecular Relational Learning with Causal Substructure ↗Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na et al.19 citations
  49. Similarity Preserving Adversarial Graph Contrastive Learning ↗Yeonjun In, Kanghoon Yoon, Chanyoung Park19 citations
  50. Spatial Heterophily Aware Graph Neural Networks ↗Congxi Xiao, Jingbo Zhou, Jizhou Huang et al.19 citations
  51. FairCod: A Fairness-aware Concurrent Dispatch System for Large-scale Instant Delivery Services ↗Lin Jiang, Shuai Wang, Baoshen Guo et al.18 citations
  52. Generative Flow Network for Listwise Recommendation ↗Shuchang Liu, Qingpeng Cai, Zhankui He et al.18 citations
  53. Personalized Federated Learning with Parameter Propagation ↗Jun Wu, Wenxuan Bao, Elizabeth A. Ainsworth et al.18 citations
  54. UnifieR: A Unified Retriever for Large-Scale Retrieval ↗Tao Shen, Xiubo Geng, Chongyang Tao et al.18 citations
  55. iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation ↗Jindong Han, Hao Liu, Shui Liu et al.18 citations
  56. 3D-IDS: Doubly Disentangled Dynamic Intrusion Detection ↗Chenyang Qiu, Yingsheng Geng, Junrui Lu et al.17 citations
  57. BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction ↗Dong Wang, Kavé Salamatian, Yunqing Xia et al.17 citations
  58. Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach ↗Zhangming Chan, Yu Zhang, Shuguang Han et al.17 citations
  59. Classification of Edge-dependent Labels of Nodes in Hypergraphs ↗Minyoung Choe, Sunwoo Kim, Jaemin Yoo et al.17 citations
  60. Context-aware Event Forecasting via Graph Disentanglement ↗Yunshan Ma, Chenchen Ye, Zijian Wu et al.17 citations
  61. GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation ↗Jing Zhang, Xiaokang Zhang, Daniel Zhang-Li et al.17 citations
  62. Knowledge Graph Reasoning over Entities and Numerical Values ↗Jiaxin Bai, Chen Luo, Zheng Li et al.17 citations
  63. Learning to Schedule in Diffusion Probabilistic Models ↗Yunke Wang, Xiyu Wang, Anh-Dung Dinh et al.17 citations
  64. MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals ↗Donghong Cai, Junru Chen, Yang Yang et al.17 citations
  65. RankFormer: Listwise Learning-to-Rank Using Listwide Labels ↗Maarten Buyl, Paul Missault, Pierre-Antoine Sondag17 citations
  66. Shilling Black-box Review-based Recommender Systems through Fake Review Generation ↗Hung-Yun Chiang, Yi-Syuan Chen, Yun-Zhu Song et al.17 citations
  67. Sparse Binary Transformers for Multivariate Time Series Modeling ↗Matt Gorbett, Hossein Mozdorani Shirazi, Indrakshi Ray17 citations
  68. CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation ↗Chong Liu, Xiaoyang Liu, Rongqin Zheng et al.16 citations
  69. Contrastive Cross-scale Graph Knowledge Synergy ↗Yifei Zhang, Yankai Chen, Zixing Song et al.16 citations
  70. FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework ↗Raneen Younis, Zahra Ahmadi, Abdul Hakmeh et al.16 citations
  71. Generalizing Graph ODE for Learning Complex System Dynamics across Environments ↗Zijie Huang, Yizhou Sun, Wei Wang16 citations
  72. Knowledge Graph Reasoning and Its Applications ↗Lihui Liu, Hanghang Tong16 citations
  73. Meta Multi-agent Exercise Recommendation: A Game Application Perspective ↗Fei Liu, Xuegang Hu, Shuochen Liu et al.16 citations
  74. Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers ↗Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang16 citations
  75. Road Planning for Slums via Deep Reinforcement Learning ↗Yu Zheng, Hongyuan Su, Jingtao Ding et al.16 citations
  76. Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning ↗Yu Shen, Xinyuyang Ren, Yupeng Lu et al.16 citations
  77. SketchPolymer: Estimate Per-item Tail Quantile Using One Sketch ↗Jiarui Guo, Yisen Hong, Yuhan Wu et al.16 citations
  78. Spatial Clustering Regression of Count Value Data via Bayesian Mixture of Finite Mixtures ↗Peng Zhao, Hou‐Cheng Yang, Dipak K. Dey et al.16 citations
  79. Towards Disentangling Relevance and Bias in Unbiased Learning to Rank ↗Yunan Zhang, Le Wei Yan, Zhen Qin et al.16 citations
  80. VRDU: A Benchmark for Visually-rich Document Understanding ↗Zilong Wang, Yichao Zhou, Wei Wei et al.16 citations
  81. Who Should Be Given Incentives? Counterfactual Optimal Treatment Regimes Learning for Recommendation ↗Haoxuan Li, Chunyuan Zheng, Peng Wu et al.16 citations
  82. Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library ↗Mathieu Guillame-Bert, Sebastian Bruch, Richard Stotz et al.16 citations
  83. Data-centric AI: Techniques and Future Perspectives ↗Daochen Zha, Kwei-Herng Lai, Fan Yang et al.15 citations
  84. Deep Landscape Forecasting in Multi-Slot Real-Time Bidding ↗Weitong Ou, Bo Chen, Yingxuan Yang et al.15 citations
  85. EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation ↗Kuo Yang, Zhengyang Zhou, Wei Sun et al.15 citations
  86. Efficient and Effective Edge-wise Graph Representation Learning ↗Hewen Wang, Renchi Yang, Keke Huang et al.15 citations
  87. ExplainableFold: Understanding AlphaFold Prediction with Explainable AI ↗Juntao Tan, Yongfeng Zhang15 citations
  88. Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge ↗Jiayu Liu, Zhenya Huang, Zhiyuan Ma et al.15 citations
  89. ILRoute: A Graph-based Imitation Learning Method to Unveil Riders' Routing Strategies in Food Delivery Service ↗Tao Feng, Huan Yan, Huandong Wang et al.15 citations
  90. Improving Conversational Recommendation Systems via Counterfactual Data Simulation ↗Xiaolei Wang, Kun Zhou, Xinyu Tang et al.15 citations
  91. Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization ↗Kaixuan Chen, Shunyu Liu, Tongtian Zhu et al.15 citations
  92. Machine Unlearning in Gradient Boosting Decision Trees ↗Huawei Lin, Jun Woo Chung, Yingjie Lao et al.15 citations
  93. Mastering Stock Markets with Efficient Mixture of Diversified Trading Experts ↗Shuo Sun, Xinrun Wang, Wanqi Xue et al.15 citations
  94. Optimizing Airbnb Search Journey with Multi-task Learning ↗Chun How Tan, Austin Chan, Malay Haldar et al.15 citations
  95. Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training ↗Fan Liu, Weijia Zhang, Hao Liu15 citations
  96. κHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning ↗Menglin Yang, Min Zhou, Lujia Pan et al.15 citations
  97. Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction ↗Runlong Yu, Xiang Yi Xu, Yuyang Ye et al.14 citations
  98. Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference ↗Junyan Li, Li Lyna Zhang, Jiahang Xu et al.14 citations
  99. Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency ↗Ling Cheng, Feida Zhu, Yong Wang et al.14 citations
  100. Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application ↗Jun-Gi Jang, Jeongyoung Lee, Yong-chan Park et al.14 citations

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