Shenggong Ji

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 22

Top Topics

Graph Embedding

Weather Forecasting

Reinforcement Learning

Spatio Temporal

Top Venues

IEEE Trans. Knowl. Data Eng.

Knowl. Based Syst.

Publications

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) (2023)
Liang Yao, Jiazhen Peng, Shenggong Ji, Qiang Liu, Hongyun Cai, Feng He, Xu Cheng
Friend Ranking in Online Games via Pre-training Edge Transformers. SIGIR (2023)
Wei Huang, Jia Liu, Tianrui Li, Tianqiang Huang, Shenggong Ji, Jihong Wan
FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng
Housing rental suggestion based on e-commerce data. Knowl. Based Syst. 268 (2023)
Liang Yao, Jiazhen Peng, Shenggong Ji, Qiang Liu, Hongyun Cai, Feng He, Xu Cheng
Friend Recall in Online Games via Pre-training Edge Transformers. CoRR (2023)
Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Lilan Peng, Xiu Wang, Hongchun Lu, Xiangyu Guo, Tianrui Li, Shenggong Ji
Dynamic Spatio-Temporal Multi-Scale Representation for Bus Ridership Prediction. IJCNN (2023)
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Jia Liu, Wei Huang, Hao Li, Shenggong Ji, Yajun Du, Tianrui Li
SLAFusion: Attention fusion based on SAX and LSTM for dangerous driving behavior detection. Inf. Sci. 640 (2023)
Minbo Ma, Peng Xie, Fei Teng, Bin Wang, Shenggong Ji, Junbo Zhang, Tianrui Li
HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting. Inf. Sci. 648 (2023)
Wei Huang, Jia Liu, Tianrui Li, Shenggong Ji, Dexian Wang, Tianqiang Huang
FedCKE: Cross-Domain Knowledge Graph Embedding in Federated Learning. IEEE Trans. Big Data 9 (3) (2023)
Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. CoRR (2022)
Minbo Ma, Peng Xie, Fei Teng, Tianrui Li, Bin Wang, Shenggong Ji, Junbo Zhang
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting. CoRR (2022)
Huaishao Luo, Lei Ji, Yanyong Huang, Bin Wang, Shenggong Ji, Tianrui Li
ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors. CoRR (2021)
Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng
Predicting and ranking box office revenue of movies based on big data. Inf. Fusion 60 (2020)
Shenggong Ji, Yu Zheng, Wenjun Wang, Tianrui Li
Real-Time Ambulance Redeployment: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 32 (11) (2020)
Shenggong Ji, Zhaoyuan Wang, Tianrui Li, Yu Zheng
Spatio-temporal feature fusion for dynamic taxi route recommendation via deep reinforcement learning. Knowl. Based Syst. 205 (2020)
Zhaoyuan Wang, Chuishi Meng, Shenggong Ji, Tianrui Li, Yu Zheng
Food package suggestion system based on multi-objective optimization: A case study on a real-world restaurant. Appl. Soft Comput. 93 (2020)
Shenggong Ji, Yu Zheng, Zhaoyuan Wang, Tianrui Li
Alleviating Users' Pain of Waiting: Effective Task Grouping for Online-to-Offline Food Delivery Services. WWW (2019)
Shenggong Ji, Yu Zheng, Zhaoyuan Wang, Tianrui Li
A Deep Reinforcement Learning-Enabled Dynamic Redeployment System for Mobile Ambulances. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Shenggong Ji, Yu Zheng, Tianrui Li
Urban sensing based on human mobility. UbiComp (2016)
Yanqing Hu, Shenggong Ji, Ling Feng, Yuliang Jin
Quantify and Maximise Global Viral Influence Through Local Network Information. CoRR (2015)
Yuhong Li, Yu Zheng, Shenggong Ji, Wenjun Wang, Leong Hou U, Zhiguo Gong
Location selection for ambulance stations: a data-driven approach. SIGSPATIAL/GIS (2015)
Shenggong Ji, Linyuan Lu, Chi Ho Yeung, Yanqing Hu
Effective spreading from multiple leaders identified by percolation in social networks. CoRR (2015)
Chong Wu, Shenggong Ji, Rui Zhang, Liujun Chen, Jiawei Chen, Xiaobin Li, Yanqing Hu
Bootstrap Percolation on Complex Networks with Community Structure. CoRR (2014)