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KDD 2023: all accepted papers

558 papers · page 5 of 6 · the most cited first · ← KDD 2023

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  1. On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness ↗Jiayi Chen, Aidong Zhang5 citations
  2. Online Level-wise Hierarchical Clustering ↗Nicholas Monath, Manzil Zaheer, Andrew McCallum5 citations
  3. Open-Set Semi-Supervised Text Classification with Latent Outlier Softening ↗Junfan Chen, Richong Zhang, Junchi Chen et al.5 citations
  4. Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference ↗Mayuresh Kunjir, Sanjay Chawla, Siddarth Chandrasekar et al.5 citations
  5. PASS: Personalized Advertiser-aware Sponsored Search ↗Zhoujin Tian, Chaozhuo Li, Zhiqiang Zuo et al.5 citations
  6. Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting ↗Christine P. Herlihy, Aviva Prins, Aravind Srinivasan et al.5 citations
  7. Rapid Image Labeling via Neuro-Symbolic Learning ↗Yifeng Wang, Zhi Tu, Yiwen Xiang et al.5 citations
  8. Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation ↗Likang Wu, Zhi Li, Hongke Zhao et al.5 citations
  9. SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding ↗Vasilisa Bashlovkina, Riley Matthews, Zhaobin Kuang et al.5 citations
  10. Understanding the Semantics of GPS-based Trajectories for Road Closure Detection ↗Jiasheng Zhang, Kaiqiang An, Guoping Liu et al.5 citations
  11. A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation ↗Siqi Lai, Weijia Zhang, Hao Liu4 citations
  12. Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds ↗Haoran Deng, Yang Yang, Jiahe Li et al.4 citations
  13. Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial ↗Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro et al.4 citations
  14. Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation ↗Bing Xue, Ahmed S. Said, Ziqi Xu et al.4 citations
  15. Augmenting Recurrent Graph Neural Networks with a Cache ↗Guixiang Ma, Vy A. Vo, Theodore L. Willke et al.4 citations
  16. Balancing Approach for Causal Inference at Scale ↗S. Y. Lin, Meng Xu, Zhang Xi et al.4 citations
  17. Boosting Multitask Learning on Graphs through Higher-Order Task Affinities ↗Dongyue Li, Haotian Ju, Aneesh Sharma et al.4 citations
  18. CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning ↗Jianfeng He, Xuchao Zhang, Shuo Lei et al.4 citations
  19. Efficient Distributed Approximate k-Nearest Neighbor Graph Construction by Multiway Random Division Forest ↗Sang-Hong Kim, Ha-Myung Park4 citations
  20. Empower Post-hoc Graph Explanations with Information Bottleneck: A Pre-training and Fine-tuning Perspective ↗Jihong Wang, Minnan Luo, Jundong Li et al.4 citations
  21. End-to-End Query Term Weighting ↗Karan Samel, Cheng Li, Weize Kong et al.4 citations
  22. Fairness in Graph Machine Learning: Recent Advances and Future Prospectives ↗Yushun Dong, Öykü Deniz Köse, Yanning Shen et al.4 citations
  23. Finding Favourite Tuples on Data Streams with Provably Few Comparisons ↗Guangyi Zhang, Nikolaj Tatti, Aristides Gionis4 citations
  24. Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting ↗Arindam Jati, Vijay Ekambaram, Shaonli Pal et al.4 citations
  25. Large-Scale Graph Neural Networks: The Past and New Frontiers ↗Rui Xue, Haoyu Han, Tong Zhao et al.4 citations
  26. Learning Autoregressive Model in LSM-Tree based Store ↗Yunxiang Su, Wenxuan Ma, Shaoxu Song4 citations
  27. Local Boosting for Weakly-Supervised Learning ↗Rongzhi Zhang, Yue Yu, Jiaming Shen et al.4 citations
  28. M3PT: A Multi-Modal Model for POI Tagging ↗Jingsong Yang, Guanzhou Han, Deqing Yang et al.4 citations
  29. Maximizing Neutrality in News Ordering ↗R. Advani, Paolo Papotti, Abolfazl Asudeh4 citations
  30. Mining of Real-world Hypergraphs: Patterns, Tools, and Generators ↗Geon Lee, Jaemin Yoo, Kijung Shin4 citations
  31. Online Few-Shot Time Series Classification for Aftershock Detection ↗Sheng Zhong, Vinícius M. A. Souza, Gavin Baker et al.4 citations
  32. Optimal Dynamic Subset Sampling: Theory and Applications ↗Lü Yi, Hanzhi Wang, Zhewei Wei4 citations
  33. Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization ↗Long He, Ho‐Yin Mak4 citations
  34. R-Mixup: Riemannian Mixup for Biological Networks ↗Xuan Kan, Zimu Li, Hejie Cui et al.4 citations
  35. Reconstructing Graph Diffusion History from a Single Snapshot ↗Ruizhong Qiu, Dingsu Wang, Lei Ying et al.4 citations
  36. Revisiting Hate Speech Benchmarks: From Data Curation to System Deployment ↗Atharva Kulkarni, Sarah Masud, Vikram Goyal et al.4 citations
  37. ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM ↗Mingzhi Hu, Xin Zhang, Yanhua Li et al.4 citations
  38. Specify Robust Causal Representation from Mixed Observations ↗Mengyue Yang, Xinyu Cai, Furui Liu et al.4 citations
  39. Time-to-Event Modeling with Hypernetwork based Hawkes Process ↗Manisha Dubey, P. K. Srijith, Maunendra Sankar Desarkar4 citations
  40. Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach ↗J. Yuan, Jiayi Zhang, Zinuo Cai et al.4 citations
  41. Trustworthy Recommender Systems: Foundations and Frontiers ↗Wenqi Fan, Xiangyu Zhao, Lin Wang et al.4 citations
  42. A Sequence-to-Sequence Approach with Mixed Pointers to Topic Segmentation and Segment Labeling ↗Jinxiong Xia, Houfeng Wang3 citations
  43. An Interpretable, Flexible, and Interactive Probabilistic Framework for Melody Generation ↗Stephen Hahn, Rico Zhu, Simon Mak et al.3 citations
  44. Below the Surface: Summarizing Event Sequences with Generalized Sequential Patterns ↗Joscha Cüppers, Jilles Vreeken3 citations
  45. Causal Effect Estimation on Hierarchical Spatial Graph Data ↗Koh Takeuchi, Ryo Nishida, Hisashi Kashima et al.3 citations
  46. DNet: Distributional Network for Distributional Individualized Treatment Effects ↗Guojun Wu, Ge Song, Xiaoxiang Lv et al.3 citations
  47. End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising ↗Wuyang Mao, Chuanren Liu, Yundu Huang et al.3 citations
  48. Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning ↗Derek Zhiyuan Cheng, Dhaval J. Patel, Linsey Xiaolin Pang et al.3 citations
  49. Generalized Matrix Local Low Rank Representation by Random Projection and Submatrix Propagation ↗Pengtao Dang, Haiqi Zhu, Tingbo Guo et al.3 citations
  50. GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network ↗Ran Jia, Haoming Guo, Xiaoyuan Jin et al.3 citations
  51. Graph Neural Networks in TensorFlow ↗Bryan Perozzi, Sami Abu-El-Haija, Anton Tsitsulin3 citations
  52. Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems ↗Xiaohui Chen, Jiankai Sun, Taiqing Wang et al.3 citations
  53. Hands-on Tutorial: "Explanations in AI: Methods, Stakeholders and Pitfalls" ↗Mia Mayer, Muhammad Bilal Zafar, Luca Franceschi et al.3 citations
  54. HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy ↗Hancheng Zhang, Guozheng Li, Chi Harold Liu et al.3 citations
  55. Identifying Complicated Contagion Scenarios from Cascade Data ↗Galen Harrison, Amro Alabsi Aljundi, Jiangzhuo Chen et al.3 citations
  56. Knowledge Based Prohibited Item Detection on Heterogeneous Risk Graphs ↗Tingyan Xiang, Ao Li, Yugang Ji et al.3 citations
  57. Learning Discrete Document Representations in Web Search ↗Rong Huang, Danfeng Zhang, Weixue Lu et al.3 citations
  58. MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification ↗Hongyuan Dong, Weinan Zhang, Wanxiang Che3 citations
  59. Mining Electronic Health Records for Real-World Evidence ↗Chengxi Zang, Weishen Pan, Fei Wang3 citations
  60. Multi-channel Integrated Recommendation with Exposure Constraints ↗Yue Xu, Qijie Shen, Jianwen Yin et al.3 citations
  61. NEON: Living Needs Prediction System in Meituan ↗Xiaochong Lan, Chen Gao, Shiqi Wen et al.3 citations
  62. PDAS: A Practical Distributed ADMM System for Large-Scale Linear Programming Problems at Alipay ↗Jun Zhou, Yang Bao, Daohong Jian et al.3 citations
  63. PlanRanker: Towards Personalized Ranking of Train Transfer Plans ↗Jia Wei Xu, Wanjie Tao, Zulong Chen et al.3 citations
  64. Rank-heterogeneous Preference Models for School Choice ↗Amel Awadelkarim, Arjun Seshadri, Itai Ashlagi et al.3 citations
  65. Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments ↗Ha Xuan Tran, Thuc Duy Le, Jiuyong Li et al.3 citations
  66. The 12th International Workshop on Urban Computing ↗Chuishi Meng, Yanhua Li, Yu Zheng et al.3 citations
  67. When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting ↗Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez et al.3 citations
  68. Workplace Recommendation with Temporal Network Objectives ↗Kiran Tomlinson, Jennifer Neville, Longqi Yang et al.3 citations
  69. 19th International Workshop on Mining and Learning with Graphs (MLG) ↗Neil Shah, Shobeir Fakhraei, Da Zheng et al.2 citations
  70. COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search ↗Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh et al.2 citations
  71. Causal Inference and Machine Learning in Practice: Use Cases for Product, Brand, Policy and Beyond ↗Jeong-Yoon Lee, Yifeng Wu, Keith Battocchi et al.2 citations
  72. Communication Efficient and Differentially Private Logistic Regression under the Distributed Setting ↗Ergute Bao, Dawei Gao, Xiaokui Xiao et al.2 citations
  73. Deep Learning on Graphs: Methods and Applications (DLG-KDD2023) ↗Lingfei Wu, Jian Pei, Jiliang Tang et al.2 citations
  74. Dependence and Model Selection in LLP: The Problem of Variants ↗Gabriel Franco, Mark E. Crovella, Giovanni Comarela2 citations
  75. Detecting Interference in Online Controlled Experiments with Increasing Allocation ↗Kevin Wu Han, Shuangning Li, Jialiang Mao et al.2 citations
  76. Doubly Robust AUC Optimization against Noisy and Adversarial Samples ↗Chenkang Zhang, Wanli Shi, Lei Luo et al.2 citations
  77. Efficient Sparse Linear Bandits under High Dimensional Data ↗Xue Wang, Mike Mingcheng Wei, Tao Yao2 citations
  78. Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond ↗Naoki Abe, Kathleen Carmel Buckingham, Yuzhou Chen et al.2 citations
  79. HUGE: Huge Unsupervised Graph Embeddings with TPUs ↗Brandon A. Mayer, Anton Tsitsulin, Hendrik Fichtenberger et al.2 citations
  80. How does the Memorization of Neural Networks Impact Adversarial Robust Models? ↗Han Xu, Xiaorui Liu, Wentao Wang et al.2 citations
  81. KDD Workshop on Machine Learning in Finance ↗Leman Akoglu, Nitesh V. Chawla, Senthil Kumar et al.2 citations
  82. Learning to Solve Grouped 2D Bin Packing Problems in the Manufacturing Industry ↗Wenxuan Ao, Guozhen Zhang, Yong Li et al.2 citations
  83. MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer ↗Yazheng Yang, Zhou Li Zhao, Qi Liu2 citations
  84. OPORP: One Permutation + One Random Projection ↗Ping Li, Xiaoyun Li2 citations
  85. One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data ↗Yao Su, Zhentian Qian, Lei Ma et al.2 citations
  86. PSLOG: Pretraining with Search Logs for Document Ranking ↗Zhan Su, Zhicheng Dou, Yujia Zhou et al.2 citations
  87. RLTP: Reinforcement Learning to Pace for Delayed Impression Modeling in Preloaded Ads ↗Penghui Wei, Yongqiang Chen, Shaoguo Liu et al.2 citations
  88. Real Time Index and Search Across Large Quantities of GNN Experts for Low Latency Online Learning ↗Johan Kok Zhi Kang, Sien Yi Tan, Bingsheng He et al.2 citations
  89. Rewiring Police Officer Training Networks to Reduce Forecasted Use of Force ↗Ritika Pandey, Jeremy G. Carter, James H. Hill et al.2 citations
  90. Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space ↗Huaqing Shao, Lanjun Wang, Junchi Yan2 citations
  91. SURE: Robust, Explainable, and Fair Classification without Sensitive Attributes ↗Deepayan Chakrabarti2 citations
  92. Semantic Dissimilarity Guided Locality Preserving Projections for Partial Label Dimensionality Reduction ↗Yuheng Jia, Jiahao Jiang, Yongheng Wang2 citations
  93. Stationary Algorithmic Balancing For Dynamic Email Re-Ranking Problem ↗Jiayi Liu, Jennifer Neville2 citations
  94. The Second Workshop on Applied Machine Learning Management ↗Dmitri Goldenberg, Chana Ross, Shir Meir Lador et al.2 citations
  95. epiDAMIK 6.0: The 6th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery ↗Bijaya Adhikari, Alexander Rodríguez, Amulya Yadav et al.2 citations
  96. 2nd Workshop on Multi-Armed Bandits and Reinforcement Learning: Advancing Decision Making in E-Commerce and Beyond ↗Chu Wang, Yingfei Wang, Haipeng Luo et al.1 citation
  97. A Feature-Based Coalition Game Framework with Privileged Knowledge Transfer for User-tag Profile Modeling ↗Xianghui Zhu, Peng Du, Shuo Shao et al.1 citation
  98. Analysis of COVID-19 Offensive Tweets and Their Targets ↗Song Liao, Ebuka Okpala, Long Cheng et al.1 citation
  99. Binary Classifier Evaluation on Unlabeled Segments using Inverse Distance Weighting with Distance Learning ↗Xu Chen, Katerina Marazopoulou, W.S. Lee et al.1 citation
  100. Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning ↗Deniz Koyuncu, Alex Gittens, Bülent Yener et al.1 citation

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