| 2022 | Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark. | Baokun Han, Zihao Chen, Chen Xu, Aoying Zhou |
| 2022 | Big Data Resources to Support Research Opportunities on Air Pollution Analysis in India. | Sarath Guttikunda |
| 2022 | Joint Locality Preservation and Adaptive Combination for Graph Collaborative Filtering. | Zhiqiang Guo, Chaoyang Wang, Zhi Li, Jianjun Li, Guohui Li |
| 2022 | Learning Robust Representation Through Graph Adversarial Contrastive Learning. | Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang |
| 2022 | Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language. | Joachim Gudmundsson, Martin P. Seybold, John Pfeifer |
| 2022 | Tipster: A Topic-Guided Language Model for Topic-Aware Text Segmentation. | Zheng Gong, Shiwei Tong, Han Wu, Qi Liu, Hanqing Tao, Wei Huang, Runlong Yu |
| 2022 | Efficient Dual-Process Cognitive Recommender Balancing Accuracy and Diversity. | Yixu Gao, Kun Shao, Zhijian Duan, Zhongyu Wei, Dong Li, Bin Wang, Mengchen Zhao, Jianye Hao |
| 2022 | MetisRL: A Reinforcement Learning Approach for Dynamic Routing in Data Center Networks. | Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2022 | Market-Aware Dynamic Person-Job Fit with Hierarchical Reinforcement Learning. | Bin Fu, Hongzhi Liu, Hui Zhao, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu |
| 2022 | Model-Driven Development of Distributed Ledger Applications. | Piero Fraternali, Sergio Luis Herrera Gonzalez, Matteo Frigerio, Mattia Righetti |
| 2022 | Pattern Mining: Current Challenges and Opportunities. | Philippe Fournier-Viger, Wensheng Gan, Youxi Wu, Mourad Nouioua, Wei Song, Tin C. Truong, Hai Van Duong |
| 2022 | FoodChain: A Food Delivery Platform Based on Blockchain for Keeping Data Privacy. | Rodrigo Folha, Valria Cesrio Times, Arthur Carvalho, Andr Arajo, Henrique Couto, Flaviano Viana |
| 2022 | Transportation-Mode Aware Travel Time Estimation via Meta-learning. | Yu Fan, Jiajie Xu, Rui Zhou, Chengfei Liu |
| 2022 | A Dynamic Heterogeneous Graph Perception Network with Time-Based Mini-Batch for Information Diffusion Prediction. | Wei Fan, Meng Liu, Yong Liu |
| 2022 | FalCon: A Faithful Contrastive Framework for Response Generation in TableQA Systems. | Shineng Fang, Jiangjie Chen, Xinyao Shen, Yunwen Chen, Yanghua Xiao |
| 2022 | M | Yingpeng Du, Hongzhi Liu, Zhonghai Wu |
| 2022 | Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. | Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng |
| 2022 | Neuro-Symbolic XAI: Application to Drug Repurposing for Rare Diseases. | Martin Dranc |
| 2022 | Empowering Transformer with Hybrid Matching Knowledge for Entity Matching. | Wenzhou Dou, Derong Shen, Tiezheng Nie, Yue Kou, Chenchen Sun, Hang Cui, Ge Yu |
| 2022 | Bi-Level Selection via Meta Gradient for Graph-Based Fraud Detection. | Linfeng Dong, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He |
| 2022 | Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length. | Yupeng Diao, Yiteng Su, Ximu Zeng, Xu Chen, Shuncheng Liu, Han Su |
| 2022 | SimEmotion: A Simple Knowledgeable Prompt Tuning Method for Image Emotion Classification. | Sinuo Deng, Ge Shi, Lifang Wu, Lehao Xing, Wenjin Hu, Heng Zhang, Ye Xiang |
| 2022 | Intention Adaptive Graph Neural Network for Category-Aware Session-Based Recommendation. | Chuan Cui, Qi Shen, Shixuan Zhu, Yitong Pang, Yiming Zhang, Hanning Gao, Zhihua Wei |
| 2022 | Contrastive Disentangled Graph Convolutional Network for Weakly-Supervised Classification. | Xiaokai Chu, Jiashu Zhao, Xinxin Fan, Di Yao, Zhihua Zhu, Lixin Zou, Dawei Yin, Jingping Bi |
| 2022 | CaSS: A Channel-Aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification. | Yijiang Chen, Xiangdong Zhou, Zhen Xing, Zhidan Liu, Minyang Xu |