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KDD 2024: all accepted papers

642 papers · page 2 of 7 · the most cited first · ← KDD 2024

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  1. ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection ↗Shuo Yang, Xinran Zheng, Jinze Li et al.20 citations
  2. CASA: Clustered Federated Learning with Asynchronous Clients ↗Boyi Liu, Yiming Ma, Zimu Zhou et al.19 citations
  3. Debiased Recommendation with Noisy Feedback ↗Haoxuan Li, Chunyuan Zheng, Wenjie Wang et al.19 citations
  4. Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text ↗Sara Abdali, Richard Anarfi, CJ Barberan et al.19 citations
  5. Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions ↗Yucheng Ding, Chaoyue Niu, Fan Wu et al.19 citations
  6. Going Where, by Whom, and at What Time: Next Location Prediction Considering User Preference and Temporal Regularity ↗Tianao Sun, Ke Fu, Weiming Huang et al.19 citations
  7. Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets ↗Chenhao Wang, Lisi Chen, Shuo Shang et al.19 citations
  8. PATE: Proximity-Aware Time Series Anomaly Evaluation ↗Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax19 citations
  9. Understanding the Weakness of Large Language Model Agents within a Complex Android Environment ↗Mingzhe Xing, Rongkai Zhang, Hui Xue et al.19 citations
  10. Heterogeneous Contrastive Learning for Foundation Models and Beyond ↗Lecheng Zheng, Baoyu Jing, Zihao Li et al.18 citations
  11. LPFormer: An Adaptive Graph Transformer for Link Prediction ↗Harry Shomer, Yao Ma, Haitao Mao et al.18 citations
  12. MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion ↗Jiaxin Deng, Shiyao Wang, Yuchen Wang et al.18 citations
  13. Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization ↗Fei Liu, Xi Lin, Zhenkun Wang et al.18 citations
  14. Profiling Urban Streets: A Semi-Supervised Prediction Model Based on Street View Imagery and Spatial Topology ↗Meng Chen, Zechen Li, Weiming Huang et al.18 citations
  15. Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning ↗Xiao Han, Chen Zhu, Xiao Long Hu et al.17 citations
  16. CutAddPaste: Time Series Anomaly Detection by Exploiting Abnormal Knowledge ↗Rui Wang, Xudong Mou, Renyu Yang et al.17 citations
  17. From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models ↗Xumeng Wen, Han Zhang, Shun Zheng et al.17 citations
  18. Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction ↗Juzheng Zhang, Lanning Wei, Zhen Xu et al.17 citations
  19. OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining ↗Fanjin Zhang, Shijie Shi, Yifan Zhu et al.17 citations
  20. ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems ↗Hong Qian, Shuo Liu, Mingjia Li et al.17 citations
  21. Rethinking Fair Graph Neural Networks from Re-balancing ↗Zhixun Li, Yushun Dong, Qiang Liu et al.17 citations
  22. Topology-Driven Multi-View Clustering via Tensorial Refined Sigmoid Rank Minimization ↗Zhibin Gu, Zhendong Li, Songhe Feng17 citations
  23. Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning ↗Jiakai Tang, Sunhao Dai, Zexu Sun et al.17 citations
  24. Class-incremental Learning for Time Series: Benchmark and Evaluation ↗Zhongzheng Qiao, Quang Pham, Zhen Cao et al.16 citations
  25. Diffusion Model-based Mobile Traffic Generation with Open Data for Network Planning and Optimization ↗Haoye Chai, Tao Jiang, Li Yu16 citations
  26. ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems ↗Pengyue Jia, Yejing Wang, Zhaocheng Du et al.16 citations
  27. Federated Graph Learning with Structure Proxy Alignment ↗Xingbo Fu, Zihan Chen, Binchi Zhang et al.16 citations
  28. Geometric View of Soft Decorrelation in Self-Supervised Learning ↗Yifei Zhang, Hao Zhu, Zixing Song et al.16 citations
  29. LaDe: The First Comprehensive Last-mile Express Dataset from Industry ↗Lixia Wu, Haomin Wen, Haoyuan Hu et al.16 citations
  30. Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network ↗Lin Chen, Fengli Xu, Nian Li et al.16 citations
  31. Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing ↗Jiajun Cui, Hong Qian, Bo Jiang et al.16 citations
  32. On Early Detection of Hallucinations in Factual Question Answering ↗Ben Snyder, Marius Moisescu, Muhammad Bilal Zafar16 citations
  33. Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs ↗Jinquan Hang, Zhiqing Hong, Xinyue Feng et al.16 citations
  34. Personalized Federated Continual Learning via Multi-Granularity Prompt ↗Hao Yu, Xin Yang, Xin Gao et al.16 citations
  35. Topology-aware Embedding Memory for Continual Learning on Expanding Networks ↗Xikun Zhang, Dongjin Song, Yixin Chen et al.16 citations
  36. A Survey on Safe Multi-Modal Learning Systems ↗Tianyi Zhao, L. Zhang, Yao Ma et al.15 citations
  37. Cross-Context Backdoor Attacks against Graph Prompt Learning ↗Xiaoting Lyu, Yufei Han, Wei Wang et al.15 citations
  38. DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation ↗Jingwei Wang, Qianyue Hao, Wenzhen Huang et al.15 citations
  39. Explainable Artificial Intelligence on Biosignals for Clinical Decision Support ↗Miriam Cindy Maurer, Jacqueline Michelle Metsch, Philip Hempel et al.15 citations
  40. FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering ↗Tianchi Cai, Zhiwen Tan, Xierui Song et al.15 citations
  41. Graph Anomaly Detection with Few Labels: A Data-Centric Approach ↗Xiaoxiao Ma, Ruikun Li, Fanzhen Liu et al.15 citations
  42. Graph Data Condensation via Self-expressive Graph Structure Reconstruction ↗Zhanyu Liu, Chaolv Zeng, Guanjie Zheng15 citations
  43. Graph Intelligence with Large Language Models and Prompt Learning ↗Jia Li, Xiangguo Sun, Yuhan Li et al.15 citations
  44. Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing ↗Bowei He, Yunpeng Weng, Xing Jia Tang et al.15 citations
  45. Reasoning and Planning with Large Language Models in Code Development ↗Hao Ding, Ziwei Fan, Ingo Guehring et al.15 citations
  46. Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm ↗Lei Liu, Xiaoyan Yang, Fangzhou Li et al.15 citations
  47. Contextual Distillation Model for Diversified Recommendation ↗Fan Li, Xu Si, Shisong Tang et al.14 citations
  48. Domain-Driven LLM Development: Insights into RAG and Fine-Tuning Practices ↗José Cassio dos Santos Junior, Rachel Hu, Richard Song et al.14 citations
  49. FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction ↗Linghua Yang, W.-K. Chen, Xiaoxi He et al.14 citations
  50. FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation ↗Gang Yan, Hao Wang, Xu Yuan et al.14 citations
  51. Graph Condensation for Open-World Graph Learning ↗Xinyi Gao, Tong Chen, Wentao Zhang et al.14 citations
  52. HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning ↗Zhuoning Guo, Duanyi Yao, Qiang Yang et al.14 citations
  53. IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks ↗Yushun Dong, Binchi Zhang, Zhenyu Lei et al.14 citations
  54. Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion ↗Qinggang Zhang, Keyu Duan, Junnan Dong et al.14 citations
  55. Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask ↗Jingyu Xiao, Zhiyao Xu, Qingsong Zou et al.14 citations
  56. Mitigating Negative Transfer in Cross-Domain Recommendation via Knowledge Transferability Enhancement ↗Zijian Song, Wenhan Zhang, Lifang Deng et al.14 citations
  57. Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models ↗Xu Shen, Yili Wang, Kaixiong Zhou et al.14 citations
  58. Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs ↗Huanjing Zhao, Beining Yang, Yukuo Cen et al.14 citations
  59. Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction ↗Dazhou Yu, Xiaoyun Gong, Yun Li et al.14 citations
  60. Symbolic Regression: A Pathway to Interpretability Towards Automated Scientific Discovery ↗Nour Makke, Sanjay Chawla14 citations
  61. COMET: NFT Price Prediction with Wallet Profiling ↗Tianfu Wang, Liwei Deng, Chao Wang et al.13 citations
  62. Can a Deep Learning Model be a Sure Bet for Tabular Prediction? ↗Jintai Chen, Jiahuan Yan, Qiyuan Chen et al.13 citations
  63. Conformalized Link Prediction on Graph Neural Networks ↗Tianyi Zhao, Jian Li Kang, Lu Cheng13 citations
  64. Continual Collaborative Distillation for Recommender System ↗Gyuseok Lee, SeongKu Kang, Wonbin Kweon et al.13 citations
  65. Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time ↗Haiyuan Zhao, Guohao Cai, Jieming Zhu et al.13 citations
  66. FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction ↗Muhao Xu, Zhenfeng Zhu, Youru Li et al.13 citations
  67. Hyper-Local Deformable Transformers for Text Spotting on Historical Maps ↗Yijun Lin, Yao‐Yi Chiang13 citations
  68. Large Scale Generative AI Text Applied to Sports and Music ↗Aaron K. Baughman, Eduardo Morales, Rahul Agarwal et al.13 citations
  69. Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model ↗Zhiwen Zhang, Zipei Fan, Zewu Lv et al.13 citations
  70. PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph ↗Dazhou Yu, Yuntong Hu, Yun Li et al.13 citations
  71. RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes ↗Xiaoshan Yu, Chuan Qin, Dazhong Shen et al.13 citations
  72. Tensorized Unaligned Multi-view Clustering with Multi-scale Representation Learning ↗Jintian Ji, Songhe Feng, Yidong Li13 citations
  73. AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation ↗Weigang Lu, Ziyu Guan, Wei Zhong Zhao et al.12 citations
  74. CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control ↗Sun Qian, Rui Zha, Le Zhang et al.12 citations
  75. Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition ↗Junru Zhang, Lang Feng, Zhidan Liu et al.12 citations
  76. Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English ↗Xiao Zhang, Ruoyu Xiang, Chenhan Yuan et al.12 citations
  77. Efficient Mixture of Experts based on Large Language Models for Low-Resource Data Preprocessing ↗Mengyi Yan, Yaoshu Wang, Kehan Pang et al.12 citations
  78. Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks ↗Yurui Lai, Xiaoyang Lin, Renchi Yang et al.12 citations
  79. Explicit and Implicit Modeling via Dual-Path Transformer for Behavior Set-informed Sequential Recommendation ↗Ming Chen, Weike Pan, Zhong Ming12 citations
  80. From Variability to Stability: Advancing RecSys Benchmarking Practices ↗Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev et al.12 citations
  81. MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline ↗Guangming Sheng, Junwei Su, Chao Huang et al.12 citations
  82. Neural Manifold Operators for Learning the Evolution of Physical Dynamics ↗Hao Wu, Kangyu Weng, Shuyi Zhou et al.12 citations
  83. Non-autoregressive Generative Models for Reranking Recommendation ↗Yuxin Ren, Qiya Yang, Yichun Wu et al.12 citations
  84. Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis ↗Dacao Zhang, Kun Zhang, Le Wu et al.12 citations
  85. PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer ↗Jiahong Ma, Mingguo He, Zhewei Wei12 citations
  86. Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer ↗Zhaoyang Yu, Changhua Pei, Xin Wang et al.12 citations
  87. Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation ↗Youchen Sun, Zhu Sun, Yingpeng Du et al.12 citations
  88. Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning ↗Wangyang Ying, Dongjie Wang, Xuanming Hu et al.12 citations
  89. AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting ↗Raphael Fischer, Amal Saadallah11 citations
  90. DDCDR: A Disentangle-based Distillation Framework for Cross-Domain Recommendation ↗Zhicheng An, Zhexu Gu, Li Yu et al.11 citations
  91. Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise ↗Kaize Ding, Xiaoxiao Ma, Yixin Liu et al.11 citations
  92. FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning ↗Zihui Wang, Zheng Wang, Lingjuan Lyu et al.11 citations
  93. ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving ↗Rongqing Li, Changsheng Li, Yuhang Li et al.11 citations
  94. Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks ↗Zizhuo Meng, Ke Wan, Yadong Huang et al.11 citations
  95. MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning ↗Sanchit Sinha, Yuguang Yue, Víctor Soto et al.11 citations
  96. Multi-objective Learning to Rank by Model Distillation ↗Jie Tang, Huiji Gao, Liwei He et al.11 citations
  97. Privacy-Preserving Federated Learning using Flower Framework ↗Mohammad Fahim Naseri, Javier Fernández-Marqués, Yan Gao et al.11 citations
  98. Relevance Meets Diversity: A User-Centric Framework for Knowledge Exploration Through Recommendations ↗Erica Coppolillo, Giuseppe Manco, Aristides Gionis11 citations
  99. Shopping Trajectory Representation Learning with Pre-training for E-commerce Customer Understanding and Recommendation ↗Yankai Chen, Quoc-Tuan Truong, Xin Shen et al.11 citations
  100. Trinity: Syncretizing Multi-/Long-Tail/Long-Term Interests All in One ↗Jing Yan, Liu Jiang, Jianfei Cui et al.11 citations

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