| 2022 | The DipEncoder: Enforcing Multimodality in Autoencoders. | Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Bhm |
| 2022 | A New Generation of Perspective API: Efficient Multilingual Character-level Transformers. | Alyssa Lees, Vinh Q. Tran, Yi Tay, Jeffrey Sorensen, Jai Prakash Gupta, Donald Metzler, Lucy Vasserman |
| 2022 | Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation. | Danning Lao, Xinyu Yang, Qitian Wu, Junchi Yan |
| 2022 | KDD Workshop on Machine Learning in Finance. | Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, Saurabh Nagrecha, Vidyut M. Naware, Tanveer A. Faruquie, Hays McCormick |
| 2022 | Self-Supervised Augmentation and Generation for Multi-lingual Text Advertisements at Bing. | Xiaoyu Kou, Tianqi Zhao, Fan Zhang, Song Li, Qi Zhang |
| 2022 | Multi-Aspect Dense Retrieval. | Weize Kong, Swaraj Khadanga, Cheng Li, Shaleen Kumar Gupta, Mingyang Zhang, Wensong Xu, Michael Bendersky |
| 2022 | A/B Testing Intuition Busters: Common Misunderstandings in Online Controlled Experiments. | Ron Kohavi, Alex Deng, Lukas Vermeer |
| 2022 | The Sixth International Workshop on Automation in Machine Learning. | Patrick Koch, Brett Wujek, Jun Liu, Jun Huan, Tao Wang |
| 2022 | FlowGEN: A Generative Model for Flow Graphs. | Furkan Kocayusufoglu, Arlei Silva, Ambuj K. Singh |
| 2022 | Fast Mining and Forecasting of Co-evolving Epidemiological Data Streams. | Tasuku Kimura, Yasuko Matsubara, Koki Kawabata, Yasushi Sakurai |
| 2022 | Learned Token Pruning for Transformers. | Sehoon Kim, Sheng Shen, David Thorsley, Amir Gholami, Woosuk Kwon, Joseph Hassoun, Kurt Keutzer |
| 2022 | In Defense of Core-set: A Density-aware Core-set Selection for Active Learning. | Yeachan Kim, Bonggun Shin |
| 2022 | CoRGi: Content-Rich Graph Neural Networks with Attention. | Jooyeon Kim, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Cheng Zhang, Miltiadis Allamanis |
| 2022 | SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data. | Hyunsung Kim, Bit Kim, Dongwook Chung, Jinsung Yoon, Sang-Ki Ko |
| 2022 | ExMeshCNN: An Explainable Convolutional Neural Network Architecture for 3D Shape Analysis. | Seonggyeom Kim, Dong-Kyu Chae |
| 2022 | Model Monitoring in Practice: Lessons Learned and Open Challenges. | Krishnaram Kenthapadi, Himabindu Lakkaraju, Pradeep Natarajan, Mehrnoosh Sameki |
| 2022 | HyperLogLogLog: Cardinality Estimation With One Log More. | Matti Karppa, Rasmus Pagh |
| 2022 | Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. | Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko |
| 2022 | COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation. | Yashal Shakti Kanungo, Gyanendra Das, Pooja A, Sumit Negi |
| 2022 | JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks. | Jian Kang, Qinghai Zhou, Hanghang Tong |
| 2022 | Dynamic Graph Segmentation for Deep Graph Neural Networks. | Johan Kok Zhi Kang, Suwei Yang, Suriya Venkatesan, Sien Yi Tan, Feng Cheng, Bingsheng He |
| 2022 | Algorithmic Fairness on Graphs: Methods and Trends. | Jian Kang, Hanghang Tong |
| 2022 | Vexation-Aware Active Learning for On-Menu Restaurant Dish Availability. | Jean-Franois Kagy, Flip Korn, Afshin Rostamizadeh, Chris Welty |
| 2022 | Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry. | Dovile Juodelyte, Veronika Cheplygina, Therese Graversen, Philippe Bonnet |
| 2022 | Detecting Cash-out Users via Dense Subgraphs. | Yingsheng Ji, Zheng Zhang, Xinlei Tang, Jiachen Shen, Xi Zhang, Guangwen Yang |