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Shenggong Ji
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2020 – today
- 2023
- [j14]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: 119063 (2023) - [j13]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: 119580 (2023) - [j12]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: 110474 (2023) - [j11]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): 792-804 (2023) - [j10]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): 2133-2146 (2023) - [j9]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): 3912-3924 (2023) - [j8]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): 4621-4633 (2023) - [j7]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) - [j6]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): 9973-9984 (2023) - [c5]Lilan Peng, Xiu Wang, Hongchun Lu, Xiangyu Guo, Tianrui Li, Shenggong Ji:
Dynamic Spatio-Temporal Multi-Scale Representation for Bus Ridership Prediction. IJCNN 2023: 1-9 - [c4]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: 2016-2020 - [i6]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 abs/2302.10043 (2023) - 2022
- [i5]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 abs/2204.02650 (2022) - 2021
- [i4]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 abs/2112.01368 (2021) - 2020
- [j5]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: 106369 (2020) - [j4]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: 25-40 (2020) - [j3]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: 106302 (2020) - [j2]Shenggong Ji, Yu Zheng, Wenjun Wang, Tianrui Li:
Real-Time Ambulance Redeployment: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 32(11): 2213-2226 (2020)
2010 – 2019
- 2019
- [j1]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): 15:1-15:20 (2019) - [c3]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: 773-783 - 2016
- [c2]Shenggong Ji, Yu Zheng, Tianrui Li:
Urban sensing based on human mobility. UbiComp 2016: 1040-1051 - 2015
- [c1]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: 85:1-85:4 - [i3]Shenggong Ji, Linyuan Lu, Chi Ho Yeung, Yanqing Hu:
Effective spreading from multiple leaders identified by percolation in social networks. CoRR abs/1508.04294 (2015) - [i2]Yanqing Hu, Shenggong Ji, Ling Feng, Yuliang Jin:
Quantify and Maximise Global Viral Influence Through Local Network Information. CoRR abs/1509.03484 (2015) - 2014
- [i1]Chong Wu, Shenggong Ji, Rui Zhang, Liujun Chen, Jiawei Chen, Xiaobin Li, Yanqing Hu:
Bootstrap Percolation on Complex Networks with Community Structure. CoRR abs/1401.4680 (2014)
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