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KDD 2022: all accepted papers

534 papers · page 3 of 6 · the most cited first · ← KDD 2022

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  1. Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation ↗Bin Lü, Xiaoying Gan, Lina Yang et al.20 citations
  2. Improving Relevance Modeling via Heterogeneous Behavior Graph Learning in Bing Ads ↗Bochen Pang, Chaozhuo Li, Yuming Liu et al.20 citations
  3. LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization ↗Muchao Ye, Jinghui Chen, Chenglin Miao et al.20 citations
  4. Learning Models of Individual Behavior in Chess ↗Reid McIlroy-Young, Russell Wang, Siddhartha Sen et al.20 citations
  5. Optimal Interpretable Clustering Using Oblique Decision Trees ↗Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán20 citations
  6. BLISS: A Billion scale Index using Iterative Re-partitioning ↗Gaurav Gupta, Tharun Medini, Anshumali Shrivastava et al.19 citations
  7. Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning ↗Yi Yang, Yanqiao Zhu, Hejie Cui et al.19 citations
  8. Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction ↗Qianlong Wen, Zhongyu Ouyang, Jianfei Zhang et al.19 citations
  9. Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling ↗Houxing Ren, Jingyuan Wang, Wayne Xin Zhao19 citations
  10. SoccerCPD ↗Hyunsung Kim, Bit Kim, Dongwook Chung et al.19 citations
  11. Solving the Batch Stochastic Bin Packing Problem in Cloud ↗Jie Yan, Yunlei Lu, Liting Chen et al.19 citations
  12. Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning ↗Zhuoning Guo, Hao Liu, Le Zhang et al.19 citations
  13. A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling ↗Junyao Ye, Jingyong Su, Yilong Cao18 citations
  14. Amazon Shop the Look: A Visual Search System for Fashion and Home ↗Ming Du, Arnau Ramisa A, Amit Kumar K C et al.18 citations
  15. ChemicalX: A Deep Learning Library for Drug Pair Scoring ↗Benedek Rózemberczki, Charles Tapley Hoyt, Anna A. Gogleva et al.18 citations
  16. Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs ↗Roshni G. Iyer, Yunsheng Bai, Wei Wang et al.18 citations
  17. HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records ↗Hanyang Liu, Sunny S. Lou, Benjamin C. Warner et al.18 citations
  18. Meta-Learned Metrics over Multi-Evolution Temporal Graphs ↗Dongqi Fu, Liri Fang, Ross Maciejewski et al.18 citations
  19. Partial Label Learning with Semantic Label Representations ↗Shuo He, Lei Feng, Fengmao Lv et al.18 citations
  20. UD-GNN ↗Yang Liu, Xiang Ao, Fuli Feng et al.18 citations
  21. Aligning Dual Disentangled User Representations from Ratings and Textual Content ↗Nhu-Thuat Tran, Hady Wirawan Lauw17 citations
  22. Ask to Know More ↗Shih-Chieh Dai, Yi-Li Hsu, Aiping Xiong et al.17 citations
  23. Collaboration Equilibrium in Federated Learning ↗Sen Cui, Jian Liang, Weishen Pan et al.17 citations
  24. Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation ↗Jiaxin Huang, Meng Yu, Jiawei Han17 citations
  25. LinE: Logical Query Reasoning over Hierarchical Knowledge Graphs ↗Zijian Huang, Meng-Fen Chiang, Wang-Chien Lee17 citations
  26. Medical Dialogue Response Generation with Pivotal Information Recalling ↗Yu Zhao, Yunxin Li, Yuxiang Wu et al.17 citations
  27. Nimble GNN Embedding with Tensor-Train Decomposition ↗Chunxing Yin, Da Zheng, Israt Nisa et al.17 citations
  28. CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution ↗Di Yao, C. Gong, Lei Zhang et al.16 citations
  29. Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems ↗Ting-En Lin, Yuchuan Wu, Fei Huang et al.16 citations
  30. Estimating Individualized Causal Effect with Confounded Instruments ↗Haotian Wang, Wenjing Yang, Longqi Yang et al.16 citations
  31. Fair Representation Learning: An Alternative to Mutual Information ↗Ji Liu, Zenan Li, Yuan Yao et al.16 citations
  32. Graph Neural Networks with Node-wise Architecture ↗Zhen Wang, Zhewei Wei, Yaliang Li et al.16 citations
  33. Knowledge Enhanced Search Result Diversification ↗Zhan Su, Zhicheng Dou, Yutao Zhu et al.16 citations
  34. Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization ↗Sarah Masud, Manjot Bedi, Mohammad Aflah Khan et al.16 citations
  35. Rep2Vec: Repository Embedding via Heterogeneous Graph Adversarial Contrastive Learning ↗Yiyue Qian, Yiming Zhang, Qianlong Wen et al.16 citations
  36. Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer ↗Minrui Wang, Mingxiao Feng, Wengang Zhou et al.16 citations
  37. An Online Multi-task Learning Framework for Google Feed Ads Auction Models ↗Ning Ma, Mustafa Ispir, Yuan Li et al.15 citations
  38. Arbitrary Distribution Modeling with Censorship in Real-Time Bidding Advertising ↗Li Hong Xu, Michelle Ma Zhang, Zhenya Wang et al.15 citations
  39. Counterfactual Evaluation and Learning for Interactive Systems ↗Yuta Saito, Thorsten Joachims15 citations
  40. Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph ↗Chin‐Chia Michael Yeh, Mengting Gu, Yan Ling Zheng et al.15 citations
  41. Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding ↗Mohammad Amini, Zhanguang Zhang, Surya Penmetsa et al.15 citations
  42. Graph Neural Network Training and Data Tiering ↗Seungwon Min, Kun Wu, Mert Hidayetoğlu et al.15 citations
  43. Intelligent Request Strategy Design in Recommender System ↗Xufeng Qian, Yue Xu, Fuyu Lv et al.15 citations
  44. Learning Backward Compatible Embeddings ↗Weihua Hu, Rajas Bansal, Kaidi Cao et al.15 citations
  45. Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions ↗Rui Yang, Jie Wang, Zijie Geng et al.15 citations
  46. Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling ↗Zhenhui Xu, Meng Zhao, Liqun Liu et al.15 citations
  47. Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data ↗Jiawei Xue, Takahiro Yabe, Kota Tsubouchi et al.15 citations
  48. PECOS ↗Hsiang‐Fu Yu, Jiong Zhang, Wei-Cheng Chang et al.15 citations
  49. Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning ↗Jiahao Ji, Jingyuan Wang, Junjie Wu et al.15 citations
  50. Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits ↗Marco Mussi, Gianmarco Genalti, Francesco Trovò et al.15 citations
  51. Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery ↗Wenchong He, Zhe Jiang, Marcus Kriby et al.15 citations
  52. Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition ↗Yinghao Li, Le Song, Chao Zhang15 citations
  53. Unsupervised Key Event Detection from Massive Text Corpora ↗Yunyi Zhang, Fang Guo, Jiaming Shen et al.15 citations
  54. User Behavior Pre-training for Online Fraud Detection ↗Can Liu, Yuncong Gao, Li Sun et al.15 citations
  55. User-Event Graph Embedding Learning for Context-Aware Recommendation ↗Dugang Liu, Mingkai He, Jinwei Luo et al.15 citations
  56. Automatically Discovering User Consumption Intents in Meituan ↗Yinfeng Li, Chen Gao, Xiaoyi Du et al.14 citations
  57. Downscaling Earth System Models with Deep Learning ↗Sung Won Park, Karandeep Singh, Arjun Babu Nellikkattil et al.14 citations
  58. SagDRE ↗Ying Wei, Qi Li14 citations
  59. The DipEncoder: Enforcing Multimodality in Autoencoders ↗Collin Leiber, Lena G. M. Bauer, Michael Neumayr et al.14 citations
  60. Variational Graph Author Topic Modeling ↗Delvin Ce Zhang, Hady Wirawan Lauw14 citations
  61. Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction ↗Kailun Wu, Weijie Bian, Zhangming Chan et al.13 citations
  62. Affective Signals in a Social Media Recommender System ↗Jane Dwivedi-Yu, Yi‐Chia Wang, Lijing Qin et al.13 citations
  63. Detecting Cash-out Users via Dense Subgraphs ↗Y. Ji, Zheng Zhang, Xinlei Tang et al.13 citations
  64. Device-cloud Collaborative Recommendation via Meta Controller ↗Jiangchao Yao, Feng Wang, Xichen Ding et al.13 citations
  65. DuIVA: An Intelligent Voice Assistant for Hands-free and Eyes-free Voice Interaction with the Baidu Maps App ↗Jizhou Huang, Haifeng Wang, Shiqiang Ding et al.13 citations
  66. ExMeshCNN ↗Seonggyeom Kim, Dong‐Kyu Chae13 citations
  67. JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks ↗Jian Li Kang, Qinghai Zhou, Hanghang Tong13 citations
  68. Multi-View Clustering for Open Knowledge Base Canonicalization ↗Wei Shen, Yang Yang, Yinan Liu13 citations
  69. Robust Inverse Framework using Knowledge-guided Self-Supervised Learning ↗Rahul Ghosh, Arvind Renganathan, Kshitij Tayal et al.13 citations
  70. Saliency-Regularized Deep Multi-Task Learning ↗Guangji Bai, Liang Zhao13 citations
  71. Temporal Multimodal Multivariate Learning ↗Hyoshin Park, Justice Darko, Niharika Deshpande et al.13 citations
  72. The Battlefront of Combating Misinformation and Coping with Media Bias ↗Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov et al.13 citations
  73. Three-Stage Root Cause Analysis for Logistics Time Efficiency via Explainable Machine Learning ↗Shiqi Hao, Yang Liu, Yu Wang et al.13 citations
  74. TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning ↗Yang Li, Yu Shen, Huaijun Jiang et al.13 citations
  75. XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation ↗Jifan Yu, Xiaohan Zhang, Yifan Xu et al.13 citations
  76. Analyzing Online Transaction Networks with Network Motifs ↗Jiawei Jiang, Yusong Hu, Xiaosen Li et al.12 citations
  77. Applying Deep Learning Based Probabilistic Forecasting to Food Preparation Time for On-Demand Delivery Service ↗Chengliang Gao, Fan Zhang, Yue Zhou et al.12 citations
  78. Automated Machine Learning & Tuning with FLAML ↗Chi Wang, Qingyun Wu, Xueqing Liu et al.12 citations
  79. Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models ↗Tyler Wilson, Andrew T. McDonald, Asadullah Hill Galib et al.12 citations
  80. Evaluating Knowledge Graph Accuracy Powered by Optimized Human-machine Collaboration ↗Yifan Qi, Weiguo Zheng, Liang Hong et al.12 citations
  81. Fair and Interpretable Models for Survival Analysis ↗Md Mahmudur Rahman, Sanjay Purushotham12 citations
  82. Multimodal AutoML for Image, Text and Tabular Data ↗Nick Erickson, Xingjian Shi, James Sharpnack et al.12 citations
  83. Open-Domain Aspect-Opinion Co-Mining with Double-Layer Span Extraction ↗Mohna Chakraborty, Adithya Kulkarni, Qi Li12 citations
  84. PARSRec ↗Ehsan Gholami, Mohammad Motamedi, Ashwin Aravindakshan12 citations
  85. Real-Time Rideshare Driver Supply Values Using Online Reinforcement Learning ↗Benjamin Han, Hyungjun Lee, Sébastien Martin12 citations
  86. Task-optimized User Clustering based on Mobile App Usage for Cold-start Recommendations ↗Bulou Liu, Bing Bai, Weibang Xie et al.12 citations
  87. p-Meta ↗Zhongnan Qu, Zimu Zhou, Yongxin Tong et al.12 citations
  88. Automatic Phenotyping by a Seed-guided Topic Model ↗Ziyang Song, Yuanyi Hu, Aman D Verma et al.11 citations
  89. Looper: An End-to-End ML Platform for Product Decisions ↗Igor L. Markov, Hanson Wang, Nitya Kasturi et al.11 citations
  90. Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery ↗Wei Liu, Yi Chao Ding, Shuai Wang et al.11 citations
  91. ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning ↗Haozhe Wang, Chao Du, Panyan Fang et al.11 citations
  92. Reinforcement Learning Enhances the Experts ↗Qianyue Hao, Wenzhen Huang, Fengli Xu et al.11 citations
  93. Scalable Differentially Private Clustering via Hierarchically Separated Trees ↗Vincent Cohen-Addad, Alessandro Epasto, Silvio Lattanzi et al.11 citations
  94. User Engagement in Mobile Health Applications ↗Babaniyi Yusuf Olaniyi, Ana Fernández del Río, África Periáñez et al.11 citations
  95. A Nearly-Linear Time Algorithm for Minimizing Risk of Conflict in Social Networks ↗Liwang Zhu, Zhongzhi Zhang10 citations
  96. Counseling Summarization Using Mental Health Knowledge Guided Utterance Filtering ↗Aseem Srivastava, Tharun Suresh, Sarah Peregrine Lord et al.10 citations
  97. Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers ↗Khalil Damak, Sami Khenissi, Olfa Nasraoui10 citations
  98. JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding ↗Wayne Xin Zhao, Kun Zhou, Zheng Gong et al.10 citations
  99. Practical Counterfactual Policy Learning for Top-K Recommendations ↗Yaxu Liu, Jui-Nan Yen, Bowen Yuan et al.10 citations
  100. Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM ↗Changchang Yin, Sayoko Eileen Moroi, Ping Zhang10 citations

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