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2020 – today
- 2024
[c13]Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng:
GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference. IJCNN 2024: 1-8- [c12]Dekang Qi
, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng:
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. KDD 2024: 5590-5601 - [i6]Yanyong Huang, Li Yang, Dongjie Wang, Ke Li, Xiuwen Yi, Fengmao Lv, Tianrui Li:
Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection. CoRR abs/2406.12193 (2024) - 2023
- [j14]Lusheng Pan, Xiuwen Yi, Shun Chen, Yanyong Huang, Yu Zheng:
Neural Clustering and Ranking Approach for Gas-Theft Suspect Detection. Hum. Centric Intell. Syst. 3(2): 68-79 (2023) - [j13]Yanyong Huang, Kejun Guo, Xiuwen Yi, Zhong Li, Tianrui Li:
Incremental unsupervised feature selection for dynamic incomplete multi-view data. Inf. Fusion 96: 312-327 (2023) - [j12]Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng:
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(5): 5282-5295 (2023) - [j11]Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li:
C2IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection. IEEE Trans. Knowl. Data Eng. 35(10): 10681-10694 (2023) - 2022
- [j10]Yanyong Huang, Kejun Guo, Xiuwen Yi, Zhong Li, Tianrui Li:
Matrix representation of the conditional entropy for incremental feature selection on multi-source data. Inf. Sci. 591: 263-286 (2022) - [j9]Yanyong Huang, Kejun Guo, Xiuwen Yi, Jing Yu, Zongxin Shen, Tianrui Li:
T-copula and Wasserstein distance-based stochastic neighbor embedding. Knowl. Based Syst. 243: 108431 (2022) - [j8]Ruobing Huang, Qilong Ying, Zehui Lin, Zijie Zheng, Long Tan, Guoxue Tang, Qi Zhang, Man Luo, Xiuwen Yi, Pan Liu, Weiwei Pan, Jiayi Wu, Baoming Luo, Dong Ni:
Extracting keyframes of breast ultrasound video using deep reinforcement learning. Medical Image Anal. 80: 102490 (2022) - [j7]Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng:
Predicting Fine-Grained Air Quality Based on Deep Neural Networks. IEEE Trans. Big Data 8(5): 1326-1339 (2022) - [j6]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(5): 2348-2359 (2022) - [j5]Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng:
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 34(12): 5796-5808 (2022) - [c11]Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng:
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. DASFAA (2) 2022: 656-663 - [i5]Yanyong Huang, Kejun Guo, Xiuwen Yi, Zhong Li, Tianrui Li:
Incremental Unsupervised Feature Selection for Dynamic Incomplete Multi-view Data. CoRR abs/2204.02973 (2022) - [i4]Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li:
C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection. CoRR abs/2208.09736 (2022) - 2021
- [j4]Yanwei Yu, Xianfeng Tang, Huaxiu Yao, Xiuwen Yi, Zhenhui Li:
Citywide Traffic Volume Inference with Surveillance Camera Records. IEEE Trans. Big Data 7(6): 900-912 (2021) - 2020
- [c10]Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li:
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. CIKM 2020: 2885-2892
2010 – 2019
- 2019
- [c9]Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng:
CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach. CIKM 2019: 2665-2671 - [i3]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. CoRR abs/1903.07789 (2019) - 2018
- [j3]Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li:
Predicting citywide crowd flows using deep spatio-temporal residual networks. Artif. Intell. 259: 147-166 (2018) - [c8]Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng:
GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction. IJCAI 2018: 3428-3434 - [c7]Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng:
Deep Distributed Fusion Network for Air Quality Prediction. KDD 2018: 965-973 - [i2]Zheyi Pan, Yuxuan Liang, Junbo Zhang, Xiuwen Yi, Yong Yu, Yu Zheng:
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting. CoRR abs/1809.10889 (2018) - 2017
- [j2]Xianyuan Zhan, Yu Zheng, Xiuwen Yi, Satish V. Ukkusuri:
Citywide Traffic Volume Estimation Using Trajectory Data. IEEE Trans. Knowl. Data Eng. 29(2): 272-285 (2017) - [c6]Chuishi Meng, Xiuwen Yi, Lu Su, Jing Gao, Yu Zheng:
City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories. SIGSPATIAL/GIS 2017: 1:1-1:10 - [i1]Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li:
Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks. CoRR abs/1701.02543 (2017) - 2016
- [c5]Jie Bao, Ruiyuan Li, Xiuwen Yi, Yu Zheng:
Managing massive trajectories on the cloud. SIGSPATIAL/GIS 2016: 41:1-41:10 - [c4]Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi:
DNN-based prediction model for spatio-temporal data. SIGSPATIAL/GIS 2016: 92:1-92:4 - [c3]Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li:
ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data. IJCAI 2016: 2704-2710 - [c2]Julie Yixuan Zhu, Yu Zheng, Xiuwen Yi, Victor O. K. Li:
A Gaussian Bayesian model to identify spatio-temporal causalities for air pollution based on urban big data. INFOCOM Workshops 2016: 3-8 - 2015
- [j1]Xiuwen Yi, Tianrui Li, Junbo Zhang, Fei Teng:
不同MapReduce运行系统的性能测试与分析 (Performance Testing and Analysis among Different MapReduce Runtime Systems). 计算机科学 42(5): 24-27 (2015) - [c1]Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li:
Forecasting Fine-Grained Air Quality Based on Big Data. KDD 2015: 2267-2276
Coauthor Index
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