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KDD 2024: all accepted papers

642 papers · page 5 of 7 · the most cited first · ← KDD 2024

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  1. Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs ↗Junjie Wang, Dan Yang, Binbin Hu et al.4 citations
  2. Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher ↗Rongzhi Zhang, Jiaming Shen, Tianqi Liu et al.4 citations
  3. Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain ↗Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou et al.4 citations
  4. Metric Decomposition in A/B Tests ↗Alex Deng, Luke Hagar, Nathaniel T. Stevens et al.4 citations
  5. Multi-Task Neural Linear Bandit for Exploration in Recommender Systems ↗Yi Dan Su, Haokai Lu, Yuening Li et al.4 citations
  6. Neural Collapse Anchored Prompt Tuning for Generalizable Vision-Language Models ↗Didi Zhu, Zexi Li, Min Zhang et al.4 citations
  7. Neural Optimization with Adaptive Heuristics for Intelligent Marketing System ↗Changshuai Wei, Benjamin Zelditch, Joyce Chen et al.4 citations
  8. Offline Reinforcement Learning for Optimizing Production Bidding Policies ↗Dmytro Korenkevych, Frank Cheng, Artsiom Balakir et al.4 citations
  9. Orthogonality Matters: Invariant Time Series Representation for Out-of-distribution Classification ↗Ruize Shi, Hong Huang, Kehan Yin et al.4 citations
  10. Practical Single Domain Generalization via Training-time and Test-time Learning ↗Shuai Yang, Zhen Zhang, Lichuan Gu4 citations
  11. Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation ↗Chen Wang, Ziwei Fan, Liangwei Yang et al.4 citations
  12. ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup ↗Yongxin Xu, Xinke Jiang, Xu Chu et al.4 citations
  13. Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I. ↗Harrie Oosterhuis, Rolf Jagerman, Zhen Qin et al.4 citations
  14. STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning ↗Wei Shao, Yufan Kang, Ziyan Peng et al.4 citations
  15. Source Localization for Cross Network Information Diffusion ↗Chen Ling, Tanmoy Chowdhury, Jie Ji et al.4 citations
  16. Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods ↗Da Yan, Lyuheng Yuan, Akhlaque Ahmad et al.4 citations
  17. The 5th International Workshop on Talent and Management Computing (TMC'2024) ↗Hengshu Zhu, Yong Ge, Hui Yun Xiong et al.4 citations
  18. Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation ↗Yuting Zhang, Yiqing Wu, Ruidong Han et al.4 citations
  19. A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation Reliability ↗Sakhawat Hossain Saimon, Tanzira Najnin, Jianhua Ruan3 citations
  20. ACER: Accelerating Complex Event Recognition via Two-Phase Filtering under Range Bitmap-Based Indexes ↗Shizhe Liu, Haipeng Dai, Shaoxu Song et al.3 citations
  21. Advancing Molecule Invariant Representation via Privileged Substructure Identification ↗Ruijia Wang, H. X. Dai, Cheng Hong Yang et al.3 citations
  22. An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems ↗Taeyoung Yun, Kanghoon Lee, Sujin Yun et al.3 citations
  23. Asymmetric Beta Loss for Evidence-Based Safe Semi-Supervised Multi-Label Learning ↗Hao-Zhe Liu, Ming-Kun Xie, Chen-Chen Zong et al.3 citations
  24. Bridging and Compressing Feature and Semantic Spaces for Robust Graph Neural Networks: An Information Theory Perspective ↗Luying Zhong, Renjie Lin, Jiayin Li et al.3 citations
  25. CAFO: Feature-Centric Explanation on Time Series Classification ↗Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang et al.3 citations
  26. Can Modifying Data Address Graph Domain Adaptation? ↗R.L. Huang, Jiarong Xu, Xin Jiang et al.3 citations
  27. Chromosomal Structural Abnormality Diagnosis by Homologous Similarity ↗Juren Li, Fanzhe Fu, Ran Wei et al.3 citations
  28. Deep Ensemble Shape Calibration: Multi-Field Post-hoc Calibration in Online Advertising ↗Shuai Yang, Hao Yang, Zhuang Zou et al.3 citations
  29. Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns ↗Zheyuan Zhang, Zehong Wang, Shifu Hou et al.3 citations
  30. Dynamic Pricing for Multi-Retailer Delivery Platforms with Additive Deep Learning and Evolutionary Optimization ↗Ahmed Abdulaal, Ali Asaf Polat, Hari Narayan et al.3 citations
  31. EcoVal: An Efficient Data Valuation Framework for Machine Learning ↗Ayush K Tarun, Vikram S Chundawat, Murari Mandal et al.3 citations
  32. EntropyStop: Unsupervised Deep Outlier Detection with Loss Entropy ↗Yihong Huang, Yuang Zhang, Liping Wang et al.3 citations
  33. FairMatch: Promoting Partial Label Learning by Unlabeled Samples ↗Jiahao Jiang, Yuheng Jia, Hui Liu et al.3 citations
  34. Fast Computation of Kemeny's Constant for Directed Graphs ↗Haisong Xia, Zhongzhi Zhang3 citations
  35. Fast Query of Biharmonic Distance in Networks ↗Changan Liu, Ahad N. Zehmakan, Zhongzhi Zhang3 citations
  36. FaultInsight: Interpreting Hyperscale Data Center Host Faults ↗Tingzhu Bi, Yang Zhang, Yicheng Pan et al.3 citations
  37. GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants ↗Sophie Fischer, Carlos Gemmell, Niklas Tecklenburg et al.3 citations
  38. Graph Machine Learning Meets Multi-Table Relational Data ↗Quan Gan, Minjie Wang, David Wipf et al.3 citations
  39. Graph Reasoning with LLMs (GReaL) ↗Anton Tsitsulin, Bryan Perozzi, Bahare Fatemi et al.3 citations
  40. Improving Ego-Cluster for Network Effect Measurement ↗Wentao Su, Weitao Duan3 citations
  41. Inductive Modeling for Realtime Cold Start Recommendations ↗Chandler Zuo, Jonathan Castaldo, Hanqing Zhu et al.3 citations
  42. LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation ↗Rebecca Salganik, Xiaohao Liu, Yunshan Ma et al.3 citations
  43. Label Learning Method Based on Tensor Projection ↗Jing Li, Quanxue Gao, Qianqian Wang et al.3 citations
  44. Layer-Wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning ↗Sunwoo Lee3 citations
  45. LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions ↗Ziyi Kou, Shichao Pei, Xiangliang Zhang3 citations
  46. Multi-task Conditional Attention Network for Conversion Prediction in Logistics Advertising ↗Baoshen Guo, Xining Song, Shuai Wang et al.3 citations
  47. NeuroCut: A Neural Approach for Robust Graph Partitioning ↗Rishi Shah, Krishnanshu Jain, Sahil Manchanda et al.3 citations
  48. Optimizing Smartphone App Usage Prediction: A Click-Through Rate Ranking Approach ↗Yuqi Zhang, Meiying Kang, Xiucheng Li et al.3 citations
  49. PEMBOT: Pareto-Ensembled Multi-task Boosted Trees ↗Gokul Swamy, Anoop Saladi, Arunita Das et al.3 citations
  50. Personalised Drug Identifier for Cancer Treatment with Transformers using Auxiliary Information ↗Aishwarya Jayagopal, Hansheng Xue, Ziyang He et al.3 citations
  51. Personalized Product Assortment with Real-time 3D Perception and Bayesian Payoff Estimation ↗Porter Jenkins, Michael Selander, J. Stockton Jenkins et al.3 citations
  52. Physics-informed Neural ODE for Post-disaster Mobility Recovery ↗Jiahao Li, Huandong Wang, Xinlei Chen3 citations
  53. Privacy-Preserved Neural Graph Databases ↗Qi Hu, Haoran Li, Jiaxin Bai et al.3 citations
  54. RCTD: Reputation-Constrained Truth Discovery in Sybil Attack Crowdsourcing Environment ↗Xing Jin, Zhitong Gong, Jiuchuan Jiang et al.3 citations
  55. Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness ↗Dingrong Wang, Hitesh Sapkota, Zhiqiang Tao et al.3 citations
  56. Resilient k-Clustering ↗Sara Ahmadian, MohammadHossein Bateni, Hossein Esfandiari et al.3 citations
  57. Robust Auto-Bidding Strategies for Online Advertising ↗Qilong Lin, Zhenzhe Zheng, Fan Wu3 citations
  58. Rotative Factorization Machines ↗Zhen Tian, Yuhong Shi, Xiangkun Wu et al.3 citations
  59. Routing Evidence for Unseen Actions in Video Moment Retrieval ↗Guolong Wang, Xun Wu, Zheng Qin et al.3 citations
  60. Scalable Algorithm for Finding Balanced Subgraphs with Tolerance in Signed Networks ↗Jingbang Chen, Qiuyang Mang, H.-M. Zhou et al.3 citations
  61. Scalable Rule Lists Learning with Sampling ↗Leonardo Pellegrina, Fabio Vandin3 citations
  62. Self-Distilled Disentangled Learning for Counterfactual Prediction ↗Xinshu Li, Mingming Gong, Lina Yao3 citations
  63. Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate ↗Minyoung Bae, Yooju Shin, Youngeun Nam et al.3 citations
  64. Spending Programmed Bidding: Privacy-friendly Bid Optimization with ROI Constraint in Online Advertising ↗Yumin Su, Min Xiang, Yifei Chen et al.3 citations
  65. Topology-monitorable Contrastive Learning on Dynamic Graphs ↗Zulun Zhu, Kai Wang, Haoyu Liu et al.3 citations
  66. Unsupervised Alignment of Hypergraphs with Different Scales ↗Manh Tuan Do, Kijung Shin3 citations
  67. Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing ↗Xinbo Zhao, Yingxue Zhang, Xin Zhang et al.3 citations
  68. Xinyu: An Efficient LLM-based System for Commentary Generation ↗Yiquan Wu, Bo Tang, Chenyang Xi et al.3 citations
  69. A Uniformly Bounded Correlation Function for Spatial Point Patterns ↗Evgenia Martynova, Johannes C. Textor2 citations
  70. Approximate Matrix Multiplication over Sliding Windows ↗Ziqi Yao, Lianzhi Li, Mingsong Chen et al.2 citations
  71. Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization ↗Andrea Agiollo, Young In Kim, Rajiv Khanna2 citations
  72. Beyond Binary Preference: Leveraging Bayesian Approaches for Joint Optimization of Ranking and Calibration ↗Chang Liu, Qiwei Wang, Wenqing Lin et al.2 citations
  73. Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors ↗Croix Gyurek, Niloy Talukder, Mohammad Al Hasan2 citations
  74. BitLINK: Temporal Linkage of Address Clusters in Bitcoin Blockchain ↗Sheng Zhong, Abdullah Mueen2 citations
  75. BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification ↗Linzhu Yu, Huan Li, Ke Chen et al.2 citations
  76. CASH via Optimal Diversity for Ensemble Learning ↗Pranav Poduval, Sanjay Kumar Patnala, Gaurav Oberoi et al.2 citations
  77. CHILI: Ch emically- I nformed L arge-scale I norganic Nanomaterials Dataset for Advancing Graph Machine Learning ↗Ulrik Friis-Jensen, Frederik L. Johansen, Andy S. Anker et al.2 citations
  78. CONFIDE: Contextual Finite Difference Modelling of PDEs ↗Ori Linial, Orly Avner, Dotan Di Castro2 citations
  79. Causal Estimation of Exposure Shifts with Neural Networks and an Application to Inform Air Quality Standards in the US ↗Mauricio Tec, Kevin Josey, Oladimeji Ezekiel Mudele et al.2 citations
  80. Cluster-Wide Task Slowdown Detection in Cloud System ↗Feiyi Chen, Y. Zhang, Lunting Fan et al.2 citations
  81. CoMAL: Contrastive Active Learning for Multi-Label Text Classification ↗Peng Cheng, Haobo Wang, Ke Chen et al.2 citations
  82. DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation ↗Qilong Zhao, Yifei Zhang, Mengdan Zhu et al.2 citations
  83. Dense Subgraph Discovery Meets Strong Triadic Closure ↗Chamalee Wickrama Arachchi, Iiro Kumpulainen, Nikolaj Tatti2 citations
  84. Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images ↗Sukanya Patra, Nicolas Sournac, Souhaib Ben Taieb2 citations
  85. DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation ↗Kounianhua Du, Jizheng Chen, Jianghao Lin et al.2 citations
  86. Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training ↗Haonan Chen, Zhicheng Dou, Xuetong Hao et al.2 citations
  87. Explainable and Interpretable Forecasts on Non-Smooth Multivariate Time Series for Responsible Gameplay ↗Hussain Jagirdar, Rukma Talwadker, Aditya Pareek et al.2 citations
  88. Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval ↗Sachin Yadav, Deepak Saini, Anirudh Buvanesh et al.2 citations
  89. Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint ↗Shuang Cui, Kai Han, Shaojie Tang et al.2 citations
  90. First Workshop on Generative AI for Recommender Systems and Personalization ↗Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang et al.2 citations
  91. Flexible Graph Neural Diffusion with Latent Class Representation Learning ↗Liangtian Wan, Huijin Han, Lu Sun et al.2 citations
  92. Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning ↗Danqing Wang, Antonis Antoniades, Kha-Dinh Luong et al.2 citations
  93. High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates ↗Fred Lu, Ryan R. Curtin, Edward Raff et al.2 citations
  94. How to Avoid Jumping to Conclusions: Measuring the Robustness of Outstanding Facts in Knowledge Graphs ↗Hanhua Xiao, Yuchen Li, Yanhao Wang et al.2 citations
  95. Image Similarity Using an Ensemble of Context-Sensitive Models ↗Zukang Liao, Min Chen2 citations
  96. InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising ↗Xujia Li, Jingshu Peng, Lei Chen2 citations
  97. L umos : Empowering Multimodal LLMs with Scene Text Recognition ↗Ashish Shenoy, Yichao Lu, Srihari Jayakumar et al.2 citations
  98. Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute ↗Shinji Tajima, Ren Sugihara, Ryota Kitahara et al.2 citations
  99. Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks ↗Jiachuan Wang, Shimin Di, Lei Chen et al.2 citations
  100. Learning to Rank for Maps at Airbnb ↗Malay Haldar, Hongwei Zhang, Kedar Bellare et al.2 citations

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