| 2022 | Zero-shot Object Detection Through Vision-Language Embedding Alignment. | Johnathan Xie, Shuai Zheng |
| 2022 | MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation. | Xiangjin Xie, Yuxin Chen, Ruipeng Wang, Xianli Zhang, Shilei Cao, Kai Ouyang, Zihan Zhang, Hai-Tao Zheng, Buyue Qian, Hansen Zheng, Bo Hu, Chengxiang Zhuo, Zang Li |
| 2022 | Streaming Traffic Flow Prediction Based on Continuous Reinforcement Learning. | Yanan Xiao, Minyu Liu, Zichen Zhang, Lu Jiang, Minghao Yin, Jianan Wang |
| 2022 | Spatiotemporal Contextual Consistency Network for Precipitation Nowcasting. | Xinyu Xiao, Qizhao Jin, Gaofeng Meng, Shiming Xiang, Chunhong Pan |
| 2022 | Communication-Efficient Adam-Type Algorithms for Distributed Data Mining. | Wenhan Xian, Feihu Huang, Heng Huang |
| 2022 | DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest. | Haolong Xiang, Hongsheng Hu, Xuyun Zhang |
| 2022 | Efficient Navigation for Constrained Shortest Path with Adaptive Expansion Control. | Wenwen Xia, Yuchen Li, Wentian Guo, Shenghong Li |
| 2022 | Towards High-Order Complementary Recommendation via Logical Reasoning Network. | Longfeng Wu, Yao Zhou, Dawei Zhou |
| 2022 | GraphBERT: Bridging Graph and Text for Malicious Behavior Detection on Social Media. | Jiele Wu, Chunhui Zhang, Zheyuan Liu, Erchi Zhang, Steven Lloyd Wilson, Chuxu Zhang |
| 2022 | Efficient Semi-Supervised Adversarial Training without Guessing Labels. | Huimin Wu, William de Vazelhes, Bin Gu |
| 2022 | Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians. | Xinyi Wu, Arnab Sarker, Ali Jadbabaie |
| 2022 | TENALIGN: Joint Tensor Alignment and Coupled Factorization. | Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis |
| 2022 | GRANDE: a neural model over directed multigraphs with application to anti-money laundering. | Ruofan Wu, Boqun Ma, Hong Jin, Wenlong Zhao, Weiqiang Wang, Tianyi Zhang |
| 2022 | Skyline Pattern Mining by Quantity-Utility Constraints in Large-Scale Databases. | Jimmy Ming-Tai Wu, Ranran Li, Jerry Chun-Wei Lin |
| 2022 | Large-Scale Sequential Utility Pattern Mining in Uncertain Environments. | Jimmy Ming-Tai Wu, Shuo Liu, Jerry Chun-Wei Lin |
| 2022 | Cost-Effective Transfer Learning for Data Streams. | Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe |
| 2022 | Fast Stochastic Recursive Momentum Methods for Imbalanced Data Mining. | Xidong Wu, Feihu Huang, Heng Huang |
| 2022 | A Generic Graph Sparsification Framework using Deep Reinforcement Learning. | Ryan Wickman, Xiaofei Zhang, Weizi Li |
| 2022 | Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation. | Yuecen Wei, Xingcheng Fu, Qingyun Sun, Hao Peng, Jia Wu, Jinyan Wang, Xianxian Li |
| 2022 | End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation. | Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng |
| 2022 | FineFormer: Fine-Grained Adaptive Object Transformer for Image Captioning. | Bo Wang, Zhao Zhang, Jicong Fan, Mingbo Zhao, Choujun Zhan, Mingliang Xu |
| 2022 | Joint Low-rank and Orthogonal Deep Multi-view Subspace Clustering based on Local Fusion. | Guixiang Wang, Hongwei Yin, Wenjun Hu, Yong Liu, Ruiqin Wang |
| 2022 | Imbalanced Adversarial Training with Reweighting. | Wentao Wang, Han Xu, Xiaorui Liu, Yaxin Li, Bhavani Thuraisingham, Jiliang Tang |
| 2022 | Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion. | Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang |
| 2022 | Heterogeneous Information Enhanced Prerequisite Learning in Massive Open Online Courses. | Tianqi Wang, Fenglong Ma, Yaqing Wang, Jing Gao |