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KDD 2022: all accepted papers

534 papers · page 4 of 6 · the most cited first · ← KDD 2022

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  1. ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences ↗Vinayak Gupta, Srikanta Bedathur10 citations
  2. Promotheus ↗Eleanor Loh, Jalaj Khandelwal, Brian Regan et al.10 citations
  3. Rax: Composable Learning-to-Rank Using JAX ↗Rolf Jagerman, Xuanhui Wang, Honglei Zhuang et al.10 citations
  4. Semi-supervised Drifted Stream Learning with Short Lookback ↗Weijieying Ren, Pengyang Wang, Xiaolin Li et al.10 citations
  5. Streaming Hierarchical Clustering Based on Point-Set Kernel ↗Xin Han, Ye Zhu, Kai Ming Ting et al.10 citations
  6. Temporal Graph Learning for Financial World ↗Nitendra Rajput, Karamjit Singh10 citations
  7. Unsupervised Learning Style Classification for Learning Path Generation in Online Education Platforms ↗Zhicheng He, Wei Xia, Kai Dong et al.10 citations
  8. CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis ↗Shifu Yan, Caihua Shan, Wenyi Yang et al.9 citations
  9. Combo-Fashion: Fashion Clothes Matching CTR Prediction with Item History ↗Chenxu Zhu, Peng Du, Weinan Zhang et al.9 citations
  10. Data Science and Artificial Intelligence for Responsible Recommendations ↗Shoujin Wang, Ninghao Liu, Xiuzhen Zhang et al.9 citations
  11. Deep Learning for Network Traffic Data ↗Manish Marwah, Martin F. Arlitt9 citations
  12. Discovering Significant Patterns under Sequential False Discovery Control ↗Sebastian Dalleiger, Jilles Vreeken9 citations
  13. Domain Adaptation in Physical Systems via Graph Kernel ↗Haoran Li, Hanghang Tong, Yang Weng9 citations
  14. Learning Supplementary NLP Features for CTR Prediction in Sponsored Search ↗Dong Wang, Shaoguang Yan, Yunqing Xia et al.9 citations
  15. Multi Armed Bandit vs. A/B Tests in E-commerce - Confidence Interval and Hypothesis Test Power Perspectives ↗Ding Xiang, Rebecca West, Jiaqi Wang et al.9 citations
  16. Perioperative Predictions with Interpretable Latent Representation ↗Bing Xue, York Jiao, Thomas Kannampallil et al.9 citations
  17. Precise Mobility Intervention for Epidemic Control Using Unobservable Information via Deep Reinforcement Learning ↗Tao Feng, Tong Xia, Xiaochen Fan et al.9 citations
  18. Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks ↗Sudipta Kar, Giuseppe Castellucci, Simone Filice et al.9 citations
  19. Robust Event Forecasting with Spatiotemporal Confounder Learning ↗Songgaojun Deng, Huzefa Rangwala, Yue Ning9 citations
  20. Shallow and Deep Non-IID Learning on Complex Data ↗Longbing Cao, Philip S. Yu, Zhilin Zhao9 citations
  21. Synthesising Audio Adversarial Examples for Automatic Speech Recognition ↗Xinghua Qu, Pengfei Wei, Ming-yong Gao et al.9 citations
  22. Transfer Learning based Search Space Design for Hyperparameter Tuning ↗Yang Li, Yu Shen, Huaijun Jiang et al.9 citations
  23. Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation ↗Danning Lao, Xinyu Yang, Qitian Wu et al.9 citations
  24. A Framework for Multi-stage Bonus Allocation in Meal Delivery Platform ↗Zhuolin Wu, Li Wang, Fangsheng Huang et al.8 citations
  25. Clustering with Fair-Center Representation ↗Suhas Thejaswi, Ameet Gadekar, Bruno Ordozgoiti et al.8 citations
  26. Domain Adaptation with Dynamic Open-Set Targets ↗Jun Wu, Jingrui He8 citations
  27. Dual Bidirectional Graph Convolutional Networks for Zero-shot Node Classification ↗Qin Yue, Jiye Liang, Junbiao Cui et al.8 citations
  28. EGM: Enhanced Graph-based Model for Large-scale Video Advertisement Search ↗Tan Yu, Jie Liu, Yi Yang et al.8 citations
  29. Fast Mining and Forecasting of Co-evolving Epidemiological Data Streams ↗Tasuku Kimura, Yasuko Matsubara, Koki Kawabata et al.8 citations
  30. Greykite: Deploying Flexible Forecasting at Scale at LinkedIn ↗Reza Hosseini, Albert Chen, Kaixu Yang et al.8 citations
  31. Human-in-the-Loop Large-Scale Predictive Maintenance of Workstations ↗Alexander Nikitin, Samuel Kaski8 citations
  32. Importance Prioritized Policy Distillation ↗Xinghua Qu, Yew-Soon Ong, Abhishek Gupta et al.8 citations
  33. Learning Differential Operators for Interpretable Time Series Modeling ↗Yingtao Luo, Chang Xu, Yang Liu et al.8 citations
  34. Modeling Persuasion Factor of User Decision for Recommendation ↗Chang Liu, Chen Gao, Yuan Yuan et al.8 citations
  35. Multilingual Taxonomic Web Page Classification for Contextual Targeting at Yahoo ↗Eric Ye, Xiao Bai, Neil O’Hare et al.8 citations
  36. RCAD: Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks ↗Azza H. Ahmed, Michael Alexander Riegler, Steven Alexander Hicks et al.8 citations
  37. Toward Graph Minimally-Supervised Learning ↗Kaize Ding, Chuxu Zhang, Jie Tang et al.8 citations
  38. Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation ↗Haohan Wang, Zeyi Huang, Xindi Wu et al.8 citations
  39. Adaptive Learning for Weakly Labeled Streams ↗Zhenyu Zhang, Yu-Yang Qian, Yujie Zhang et al.7 citations
  40. Automatic Controllable Product Copywriting for E-Commerce ↗Xiaojie Guo, Qingkai Zeng, Meng Jiang et al.7 citations
  41. Automatic Generation of Product-Image Sequence in E-commerce ↗Xiaochuan Fan, Chi Zhang, Yong Biao Yang et al.7 citations
  42. COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation ↗Yashal Shakti Kanungo, Gyanendra Das, A Pooja et al.7 citations
  43. Core-periphery Models for Hypergraphs ↗Marios Papachristou, Jon M. Kleinberg7 citations
  44. DICE: Domain-attack Invariant Causal Learning for Improved Data Privacy Protection and Adversarial Robustness ↗Qibing Ren, Yi-Ting Chen, Yichuan Mo et al.7 citations
  45. Deep Representations for Time-varying Brain Datasets ↗Sikun Lin, Shuyun Tang, Scott T. Grafton et al.7 citations
  46. Few-shot Learning for Trajectory-based Mobile Game Cheating Detection ↗Yueyang Su, Di Yao, Xiaokai Chu et al.7 citations
  47. GradMask ↗Han Cheol Moon, Shafiq Joty, Xu Chi7 citations
  48. Graph Neural Networks in Life Sciences ↗Zichen Wang, Vassilis N. Ioannidis, Huzefa Rangwala et al.7 citations
  49. HoloViz ↗Sophia Yang, Marc Skov Madsen, James A. Bednar7 citations
  50. Multi-fidelity Hierarchical Neural Processes ↗Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani et al.7 citations
  51. Multi-objective Optimization of Notifications Using Offline Reinforcement Learning ↗Prakruthi Prabhakar, Yiping Yuan, Guangyu Yang et al.7 citations
  52. PAC-Wrap ↗Shuo Li, Xiayan Ji, Edgar Dobriban et al.7 citations
  53. Regional-Local Adversarially Learned One-Class Classifier Anomalous Sound Detection in Global Long-Term Space ↗Yu Sha, Shuiping Gou, Johannes Faber et al.7 citations
  54. Representative Routes Discovery from Massive Trajectories ↗Tingting Wang, Shixun Huang, Zhifeng Bao et al.7 citations
  55. SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data ↗Majid Farhadloo, Carl Molnar, Gaoxiang Luo et al.7 citations
  56. 17th International Workshop on Mining and Learning with Graphs (MLG) ↗Shobeir Fakhraei, Tim Weninger, Neil Shah et al.6 citations
  57. A Model-Agnostic Approach to Differentially Private Topic Mining ↗Han Wang, Jayashree Sharma, Shuya Feng et al.6 citations
  58. A Process-Aware Decision Support System for Business Processes ↗Prerna Agarwal, Buyu Gao, Siyu Huo et al.6 citations
  59. An Embedded Feature Selection Framework for Control ↗Jiawen Wei, Fangyuan Wang, Wanxin Zeng et al.6 citations
  60. Antibody Complementarity Determining Regions (CDRs) design using Constrained Energy Model ↗Tianfan Fu, Jimeng Sun6 citations
  61. CoRGi: Content-Rich Graph Neural Networks with Attention ↗Jooyeon Kim, Angus Lamb, Simon Woodhead et al.6 citations
  62. CognitionNet ↗Rukma Talwadker, Surajit Chakrabarty, Aditya Pareek et al.6 citations
  63. DNA-Stabilized Silver Nanocluster Design via Regularized Variational Autoencoders ↗Fariha Moomtaheen, Matthew Killeen, James T. Oswald et al.6 citations
  64. Fair Labeled Clustering ↗Seyed Ali Haji Esmaeili, Sharmila Duppala, John P. Dickerson et al.6 citations
  65. Felicitas: Federated Learning in Distributed Cross Device Collaborative Frameworks ↗Qi Zhang, Tiancheng Wu, Peichen Zhou et al.6 citations
  66. G2NET: A General Geography-Aware Representation Network for Hotel Search Ranking ↗Jia Wei Xu, Fei Xiong, Zulong Chen et al.6 citations
  67. Gradual AutoML using Lale ↗Martin J. Hirzel, Kiran Kate, Parikshit Ram et al.6 citations
  68. ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale ↗Gopinath Chennupati, Milind Rao, Gurpreet Chadha et al.6 citations
  69. NxtPost: User To Post Recommendations In Facebook Groups ↗Kaushik Rangadurai, Yiqun Liu, Siddarth Malreddy et al.6 citations
  70. On Aligning Tuples for Regression ↗Chenguang Fang, Shaoxu Song, Yinan Mei et al.6 citations
  71. Online Clustering ↗Jacob Montiel, Hoang‐Anh Ngo, Minh-Huong Le-Nguyen et al.6 citations
  72. Pretraining Representations of Multi-modal Multi-query E-commerce Search ↗Xinyi Liu, Wanxian Guan, Lianyun Li et al.6 citations
  73. S2RL ↗Shuang Luo, Yinchuan Li, Jiahui Li et al.6 citations
  74. Sampling-based Estimation of the Number of Distinct Values in Distributed Environment ↗Jiajun Li, Zhewei Wei, Bolin Ding et al.6 citations
  75. Towards Adversarial Learning ↗Wentao Wang, Han Xu, Yuxuan Wan et al.6 citations
  76. A Fully Differentiable Set Autoencoder ↗Nikita Janakarajan, Jannis Born, Matteo Manica5 citations
  77. A Spectral Representation of Networks: The Path of Subgraphs ↗Shengmin Jin, Hao Tian, Jiayu Li et al.5 citations
  78. ASPIRE ↗Abhirup Mondal, Anirban Majumder, Vineet S. Chaoji5 citations
  79. Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction ↗Rongzhi Zhang, Rebecca West, Xiquan Cui et al.5 citations
  80. Algorithmic Fairness on Graphs ↗Jian Li Kang, Hanghang Tong5 citations
  81. Crowdsourcing with Contextual Uncertainty ↗Viet-An Nguyen, Peibei Shi, Jagdish Ramakrishnan et al.5 citations
  82. Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes ↗Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino et al.5 citations
  83. Demystify Hyperparameters for Stochastic Optimization with Transferable Representations ↗Jianhui Sun, Mengdi Huai, Kishlay Jha et al.5 citations
  84. Efficient Approximate Algorithms for Empirical Variance with Hashed Block Sampling ↗Xingguang Chen, Fangyuan Zhang, Sibo Wang5 citations
  85. Extracting Relevant Information from User's Utterances in Conversational Search and Recommendation ↗Ali Montazeralghaem, James Allan5 citations
  86. FlowGEN ↗Furkan Kocayusufoglu, Arlei Silva, Ambuj K. Singh5 citations
  87. Learning to Discover Causes of Traffic Congestion with Limited Labeled Data ↗Mudan Wang, Huan Yan, Hongjie Sui et al.5 citations
  88. Lion: A GPU-Accelerated Online Serving System for Web-Scale Recommendation at Baidu ↗Hao Liu, Qian Gao, Xiaochao Liao et al.5 citations
  89. Low-rank Nonnegative Tensor Decomposition in Hyperbolic Space ↗Bo Hui, Wei‐Shinn Ku5 citations
  90. MDP2 Forest: A Constrained Continuous Multi-dimensional Policy Optimization Approach for Short-video Recommendation ↗Sizhe Yu, Ziyi Liu, Shixiang Wan et al.5 citations
  91. ML4S ↗Pingchuan Ma, Rui Ding, Haoyue Dai et al.5 citations
  92. Medical Symptom Detection in Intelligent Pre-Consultation Using Bi-directional Hard-Negative Noise Contrastive Estimation ↗Shiwei Zhang, Jichao Sun, Yu Huang et al.5 citations
  93. Model Monitoring in Practice ↗Krishnaram Kenthapadi, Himabindu Lakkaraju, Pradeep Natarajan et al.5 citations
  94. Noisy Interactive Graph Search ↗Qianhao Cong, Jing Tang, Kai Han et al.5 citations
  95. Non-stationary A/B Tests ↗Yuhang Wu, Zeyu Zheng, Guangyu Zhang et al.5 citations
  96. Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora ↗Changyu Chen, Xiting Wang, Xiaoyuan Yi et al.5 citations
  97. Profiling Deep Learning Workloads at Scale using Amazon SageMaker ↗Nathalie Rauschmayr, S. Kama, Muhyun Kim et al.5 citations
  98. RT-VeD ↗Shuai Wang, Junke Lu, Baoshen Guo et al.5 citations
  99. Scalable Online Disease Diagnosis via Multi-Model-Fused Actor-Critic Reinforcement Learning ↗Weijie He, Ting Chen5 citations
  100. The 11th International Workshop on Urban Computing ↗Chuishi Meng, Yanhua Li, Yu Zheng et al.5 citations

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