| 2022 | Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems. | Yong Zhuang, Matthew Almeida, Wei Ding, Patrick D. Flynn, Shafiqul Islam, Ping Chen |
| 2022 | Unknown Type Streaming Feature Selection via Maximal Information Coefficient. | Peng Zhou, Yunyun Zhang, Yuanting Yan, Shu Zhao |
| 2022 | U-Net Transfer Learning for Image Restoration on Sparse CT Reconstruction in Pre-Clinical Research. | Huanyi Zhou, Honggang Zhao, Wenlu Wang |
| 2022 | VGG-FusionNet: A Feature Fusion Framework from CT scan and Chest X-ray Images based Deep Learning for COVID-19 Detection. | Yihan Zhou, Jiali Liu, Zekun Yang, Tianyi Liu, Xinyue Meng, Zhuocheng Zhou, Ali Anaissi, Ali Braytee |
| 2022 | Task-level Relations Modelling for Graph Meta-learning. | Yuchen Zhou, Yanan Cao, Yanmin Shang, Chuan Zhou, Chuancheng Song, Fengzhao Shi, Qian Li |
| 2022 | Jaccard Median for Ego-network Segmentation. | Haodi Zhong, Grigorios Loukides, Alessio Conte, Solon P. Pissis |
| 2022 | Unifying Graph Contrastive Learning with Flexible Contextual Scopes. | Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan |
| 2022 | Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing. | Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan |
| 2022 | Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. | Guangtao Zheng, Aidong Zhang |
| 2022 | AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling. | Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang |
| 2022 | MSDN: A Multi-Subspace Deviation Net for Anomaly Detection. | Sinong Zhao, Zhaoyang Yu, Trent G. Marbach, Gang Wang, Xiaoguang Liu |
| 2022 | Adversarial Removal of Population Bias in Genomics Phenotype Prediction. | Honggang Zhao, Wenlu Wang |
| 2022 | Weight-Training Ensemble Model for Stock Price Forecast. | Jianing Zhao, Ayana Takai, Eisuke Kita |
| 2022 | How Out-of-Distribution Data Hurts Semi-Supervised Learning. | Xujiang Zhao, KrishnaTeja Killamsetty, Rishabh K. Iyer, Feng Chen |
| 2022 | Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling. | Yang Zhang, Gengmo Zhou, Zhewei Wei, Hongteng Xu |
| 2022 | Online Deep Knowledge Tracing. | Wenxin Zhang, Yupei Zhang, Shuhui Liu, Xuequn Shang |
| 2022 | A Unified Guaranteed Impression Allocation Framework for Online Display Advertising. | Hong Zhang, Lan Zhang, Ju Huang, Anran Li, Haoran Cheng, Dongbo Huang, Lan Xu |
| 2022 | Robust Time Series Chain Discovery with Incremental Nearest Neighbors. | Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin |
| 2022 | Unsupervised Deep Subgraph Anomaly Detection. | Zheng Zhang, Liang Zhao |
| 2022 | Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning. | Yuheng Zhang, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying, Hanghang Tong |
| 2022 | Feature-Oriented Sampling for Fast and Scalable GNN Training. | Xin Zhang, Yanyan Shen, Lei Chen |
| 2022 | Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit. | Xianli Zhang, Buyue Qian, Yang Li, Zeyu Gao, Chong Guan, Renzhen Wang, Yefeng Zheng, Hansen Zheng, Chen Li |
| 2022 | A Multi -level Alignment Training Scheme for Video-and-Language Grounding. | Yubo Zhang, Feiyang Niu, Qing Ping, Govind Thattai |
| 2022 | A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences. | Qin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang |
| 2022 | Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. | Jianyi Zhang, Yiran Chen, Jianshu Chen |