| 2022 | Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. | Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng |
| 2022 | A Spectral Representation of Networks: The Path of Subgraphs. | Shengmin Jin, Hao Tian, Jiayu Li, Reza Zafarani |
| 2022 | Condensing Graphs via One-Step Gradient Matching. | Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bing Yin |
| 2022 | Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective. | Wei Jin, Xiaorui Liu, Yao Ma, Charu C. Aggarwal, Jiliang Tang |
| 2022 | Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. | Yilun Jin, Kai Chen, Qiang Yang |
| 2022 | Frontiers of Graph Neural Networks with DIG. | Shuiwang Ji, Meng Liu, Yi Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Zhao Xu, Haiyang Yu |
| 2022 | T-Cell Receptor-Peptide Interaction Prediction with Physical Model Augmented Pseudo-Labeling. | Yiren Jian, Erik Kruus, Martin Renqiang Min |
| 2022 | Analyzing Online Transaction Networks with Network Motifs. | Jiawei Jiang, Yusong Hu, Xiaosen Li, Wen Ouyang, Zhitao Wang, Fangcheng Fu, Bin Cui |
| 2022 | Augmenting Log-based Anomaly Detection Models to Reduce False Anomalies with Human Feedback. | Tong Jia, Ying Li, Yong Yang, Gang Huang, Zhonghai Wu |
| 2022 | A Fully Differentiable Set Autoencoder. | Nikita Janakarajan, Jannis Born, Matteo Manica |
| 2022 | Rax: Composable Learning-to-Rank Using JAX. | Rolf Jagerman, Xuanhui Wang, Honglei Zhuang, Zhen Qin, Michael Bendersky, Marc Najork |
| 2022 | Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs. | Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun |
| 2022 | Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles. | Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder |
| 2022 | Global Self-Attention as a Replacement for Graph Convolution. | Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian |
| 2022 | Low-rank Nonnegative Tensor Decomposition in Hyperbolic Space. | Bo Hui, Wei-Shinn Ku |
| 2022 | Local Evaluation of Time Series Anomaly Detection Algorithms. | Alexis Huet, Jos Manuel Navarro, Dario Rossi |
| 2022 | Learning Backward Compatible Embeddings. | Weihua Hu, Rajas Bansal, Kaidi Cao, Nikhil Rao, Karthik Subbian, Jure Leskovec |
| 2022 | DuIVA: An Intelligent Voice Assistant for Hands-free and Eyes-free Voice Interaction with the Baidu Maps App. | Jizhou Huang, Haifeng Wang, Shiqiang Ding, Shaolei Wang |
| 2022 | LinE: Logical Query Reasoning over Hierarchical Knowledge Graphs. | Zijian Huang, Meng-Fen Chiang, Wang-Chien Lee |
| 2022 | ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps. | Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng |
| 2022 | Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation. | Jiaxin Huang, Yu Meng, Jiawei Han |
| 2022 | Towards Universal Sequence Representation Learning for Recommender Systems. | Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen |
| 2022 | GraphMAE: Self-Supervised Masked Graph Autoencoders. | Zhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang |
| 2022 | Greykite: Deploying Flexible Forecasting at Scale at LinkedIn. | Reza Hosseini, Albert C. Chen, Kaixu Yang, Sayan Patra, Yi Su, Saad Eddin Al Orjany, Sishi Tang, Parvez Ahammad |
| 2022 | AdaAX: Explaining Recurrent Neural Networks by Learning Automata with Adaptive States. | Dat Hong, Alberto Maria Segre, Tong Wang |