Yanming Shen

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 63

Top Venues

Publications

Alkilane Khaled, Alfateh M. Tag Elsir, Pengfei Wang, Yanming Shen, Qiang Zhang
A graph-based approach for traffic prediction using similarity and causal relations between nodes. Knowl. Based Syst. 296 (2024)
Yuting Ma, Shuo Yu, Yanming Shen
Pretraining Molecules with Explicit Substructure Information. SDM (2024)
Rui Li, Chaozhuo Li, Yanming Shen, Zeyu Zhang, Xu Chen
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization. CoRR (2024)
Mekkaoui Djamel Eddine, Mohamed Amine Midoun, Yanming Shen
LA-RCNN: Luong attention-recurrent- convolutional neural network for EV charging load prediction. Appl. Intell. 54 (5) (2024)
Lei Liu, Shuo Yu, Runze Wang, Zhenxun Ma, Yanming Shen
How Can Large Language Models Understand Spatial-Temporal Data? CoRR (2024)
Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. AAAI (2024)
Quan Shen, Yanming Shen
Endpoint security reinforcement via integrated zero-trust systems: A collaborative approach. Comput. Secur. 136 (2024)
Lablack Mourad, Yanming Shen
Spatio-temporal graph mixformer for traffic forecasting. Expert Syst. Appl. 228 (2023)
Alfateh M. Tag Elsir, Alkilane Khaled, Yanming Shen
HLGST: Hybrid local-global spatio-temporal model for travel time estimation using Siamese graph convolutional with triplet networks. Expert Syst. Appl. 229 (Part A) (2023)
Mingqi Yang, Wenjie Feng, Yanming Shen, Bryan Hooi
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering. ICML (2023)
Alfateh M. Tag Elsir, Alkilane Khaled, Yanming Shen
Triplet-contrastive Periodical Siamese Graph Networks for Travel Time Estimation. IJCNN (2023)
Mingqi Yang, Renjian Wang, Yanming Shen, Heng Qi, Baocai Yin
Breaking the Expression Bottleneck of Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Alkilane Khaled, Alfateh M. Tag Elsir, Yanming Shen
Travel time prediction based on route links' similarity. Neural Comput. Appl. 35 (5) (2023)
Alfateh M. Tag Elsir, Alkilane Khaled, Yanming Shen
STTG-TTE: spatial-temporal gated multi-modality approach for travel time estimation based on temporal convolutional networks. Neural Comput. Appl. 35 (7) (2023)
Mingqi Yang, Wenjie Feng, Yanming Shen, Bryan Hooi
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering. CoRR (2023)
Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. ACL (1) (2023)
Mourad Lablack, Shuo Yu, Shuai Xu, Yanming Shen
Long-sequence model for traffic forecasting in suboptimal situation. MobiArch@MobiCom (2023)
Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. CoRR (2023)
Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang
HousE: Knowledge Graph Embedding with Householder Parameterization. ICML (2022)
Mekkaoui Djamel Eddine, Yanming Shen
A deep learning based approach for predicting the demand of electric vehicle charge. J. Supercomput. 78 (12) (2022)
Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang
HousE: Knowledge Graph Embedding with Householder Parameterization. CoRR (2022)
Alkilane Khaled, Alfateh M. Tag Elsir, Yanming Shen
TFGAN: Traffic forecasting using generative adversarial network with multi-graph convolutional network. Knowl. Based Syst. 249 (2022)
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin
Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Guiming Sun, Heng Qi, Yanming Shen, Baocai Yin
TCSA-Net: A Temporal-Context-Based Self-Attention Network for Next Location Prediction. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Xueyan Yin, Feifan Li, Yanming Shen, Heng Qi, Baocai Yin
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction. CoRR (2022)
Alkilane Khaled, Alfateh M. Tag Elsir, Yanming Shen
GSTA: gated spatial-temporal attention approach for travel time prediction. Neural Comput. Appl. 34 (3) (2022)
Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. CoRR (2022)
Lei Liu, Yanming Shen, Heng Qi
A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. ICPADS (2022)
Mingqi Yang, Yanming Shen, Rui Li, Heng Qi, Qiang Zhang, Baocai Yin
A New Perspective on the Effects of Spectrum in Graph Neural Networks. ICML (2022)
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin
Multi-stage attention spatial-temporal graph networks for traffic prediction. Neurocomputing 428 (2021)
Zhuang Zhuang, Lu Wang, Zhenliang Hao, Heng Qi, Yanming Shen, Baocai Yin
Traffic Knowledge Graph Based Trajectory Destination Prediction. Big Data (CCF) (2021)
Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu
Do Transformers Really Perform Badly for Graph Representation? NeurIPS (2021)
Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu
Do Transformers Really Perform Bad for Graph Representation? CoRR (2021)
Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. WWW (2021)
Mingqi Yang, Rui Li, Yanming Shen, Heng Qi, Baocai Yin
Improving Spectral Graph Convolution for Learning Graph-level Representation. CoRR (2021)
Xueyan Yin, Feifan Li, Genze Wu, Pengfei Wang, Yanming Shen, Heng Qi, Baocai Yin
STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction. ICPADS (2021)
Chengxuan Ying, Mingqi Yang, Shuxin Zheng, Guolin Ke, Shengjie Luo, Tianle Cai, Chenglin Wu, Yuxin Wang, Yanming Shen, Di He
First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track. CoRR (2021)
Xiaoming Shi, Heng Qi, Yanming Shen, Genze Wu, Baocai Yin
A Spatial-Temporal Attention Approach for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Deshun Li, Heng Qi, Yanming Shen, Keqiu Li
DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers. IEEE Netw. 35 (4) (2021)
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin
A Comprehensive Survey on Traffic Prediction. CoRR (2020)
Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin
Breaking the Expressive Bottlenecks of Graph Neural Networks. CoRR (2020)
Heng Qi, Yanming Shen, Baocai Yin
Intelligent Trajectory Inference Through Cellular Signaling Data. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Yuxin Wang, Bin Wu, Tongkun Xu, Yanming Shen, Feng Chen
A Dynamic Grid-Based Algorithm for Taxi Ridesharing in Multiple Road Condition. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Wen Liu, Tuqian Zhang, Yanming Shen, Peng Wang
Fast correlation coefficient estimation algorithm for HBase-based massive time series data. Frontiers Comput. Sci. 13 (4) (2019)
Lablack Mourad, Heng Qi, Yanming Shen, Baocai Yin
ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction. IEEE Access 7 (2019)
Shiqiang Li, Weize Wang, Jiawei Shan, Heng Qi, Yanming Shen, Baocai Yin
An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing. ICPADS (2019)
Hongyu Zhao, Zhelong Wang, Sen Qiu, Jiaxin Wang, Fang Xu, Zhengyu Wang, Yanming Shen
Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion. Inf. Fusion 52 (2019)
Yuxin Wang, Tongkun Xu, Shiqing Xue, Yanming Shen
D2P-Apriori: A deep parallel frequent itemset mining algorithm with dynamic queue. ICACI (2018)
Yining Liu, Yanming Shen
Personal Tastes vs. Fashion Trends: Predicting Ratings Based on Visual Appearances and Reviews. IEEE Access 6 (2018)
Yining Liu, Yong Liu, Yanming Shen, Keqiu Li
Recommendation in a Changing World: Exploiting Temporal Dynamics in Ratings and Reviews. ACM Trans. Web 12 (1) (2018)
Jianren Gao, Yuxin Wang, Haoyang Tang, Zhao Yin, Lei Ni, Yanming Shen
An Efficient Dynamic Ridesharing Algorithm. CIT (2017)
Deshun Li, Yanming Shen, Keqiu Li
Length Shuffle: Achieving high performance and flexibility for data center networks design. Comput. Commun. 111 (2017)
Hongyu Zhao, Zhelong Wang, Sen Qiu, Yanming Shen, Jianjun Wang
IMU-based gait analysis for rehabilitation assessment of patients with gait disorders. ICSAI (2017)
Hongyu Zhao, Zhelong Wang, Sen Qiu, Ning Yang, Yanming Shen
Examination of Gait Disorders in Hemiparesis Patients Using Foot-Mounted Inertial Sensors. CSPS (2017)
Wen Liu, Zhigang Wang, Yanming Shen
Job-aware Network Scheduling for Hadoop Cluster. KSII Trans. Internet Inf. Syst. 11 (1) (2017)
Lei Ni, Yuxin Wang, Haoyang Tang, Zhao Yin, Yanming Shen
Accurate Localization Using LTE Signaling Data. CIT (2017)
Wen Liu, Yanming Shen, Peng Wang
An Efficient Approach of Processing Multiple Continuous Queries. J. Comput. Sci. Technol. 31 (6) (2016)
Wen Liu, Yanming Shen, Peng Wang
An efficient MapReduce algorithm for similarity join in metric spaces. J. Supercomput. 72 (3) (2016)
Deshun Li, Yanming Shen, Keqiu Li
FleCube: A flexibly-connected architecture of data center networks on multi-port servers. Comput. Commun. 77 (2016)
Deshun Li, Yanming Shen
ComCell: Exploring flexible and symmetrical architecture for data center networks. HPSR (2016)
Xiulong Liu, Heng Qi, Keqiu Li, Ivan Stojmenovic, Alex X. Liu, Yanming Shen, Wenyu Qu, Weilian Xue
Sampling Bloom Filter-Based Detection of Unknown RFID Tags. IEEE Trans. Commun. 63 (4) (2015)
Zhigang Wang, Yanming Shen
Job-Aware Scheduling for Big Data Processing. CCBD (2015)
Xiulong Liu, Keqiu Li, Geyong Min, Yanming Shen, Alex X. Liu, Wenyu Qu
Completely Pinpointing the Missing RFID Tags in a Time-Efficient Way. IEEE Trans. Computers 64 (1) (2015)
Xiulong Liu, Keqiu Li, Geyong Min, Kai Lin, Bin Xiao, Yanming Shen, Wenyu Qu
Efficient Unknown Tag Identification Protocols in Large-Scale RFID Systems. IEEE Trans. Parallel Distributed Syst. 25 (12) (2014)
Xiulong Liu, Keqiu Li, Geyong Min, Yanming Shen, Alex X. Liu, Wenyu Qu
A Multiple Hashing Approach to Complete Identification of Missing RFID Tags. IEEE Trans. Commun. 62 (3) (2014)
Shunyuan Ye, Yanming Shen, Shivendra S. Panwar
Distributed Scheduling Algorithms for Crosspoint-Buffered Switches. CoRR (2014)
Xiulong Liu, Keqiu Li, Yanming Shen, Geyong Min, Bin Xiao, Wenyu Qu, Hongjuan Li
A Fast Approach to Unknown Tag Identification in Large Scale RFID Systems. ICCCN (2013)
Yanming Shen, Keqiu Li, Weisong Shi
Advanced topics on cloud computing. J. Comput. Syst. Sci. 79 (8) (2013)
Xiulong Liu, Heng Qi, Keqiu Li, Yanming Shen, Alex X. Liu, Wenyu Qu
Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems. MASS (2013)
Changqing Ji, Tingting Dong, Yu Li, Yanming Shen, Keqiu Li, Wenming Qiu, Wenyu Qu, Minyi Guo
Inverted Grid-Based kNN Query Processing with MapReduce. ChinaGrid (2012)
Yingwei Jin, Lulu Sun, Yanming Shen, Keqiu Li, Geyong Min
A highly available spectrum allocation service model in dynamic spectrum market. Future Gener. Comput. Syst. 28 (6) (2012)
Heng Qi, Keqiu Li, Yanming Shen, Wenyu Qu
Object-based image retrieval with kernel on adjacency matrix and local combined features. ACM Trans. Multim. Comput. Commun. Appl. 8 (4) (2012)
Shunyuan Ye, Yanming Shen, Shivendra S. Panwar
A Distributed Scheduling Algorithm for High-Speed Switching Systems CoRR (2011)
Yanming Shen, Keqiu Li, Junfeng Xu, Lu Li
Layered video multicast with a P2P cooperation approach. J. Netw. Comput. Appl. 34 (4) (2011)
Lu Li, Yanming Shen, Keqiu Li, Kai Lin
TPSH: A Novel Spectrum Handoff Approach Based on Time Estimation in Dynamic Spectrum Networks. CSE (2011)
Jining Wang, Yanming Shen
An Automatic User Terminal of Central Heating System Based on WSN and Automatic Control Technology. CSE (2011)
Shunyuan Ye, Yanming Shen, Shivendra S. Panwar
HELIOS: a high energy-efficiency locally-scheduled input-queued optical switch. ANCS (2010)
Zongliang ZhuanSun, Keqiu Li, Yanming Shen
An Efficient Adaptive Routing Algorithm for Application-Specific Network-on-Chip. PAAP (2010)
Shunyuan Ye, Yanming Shen, Shivendra S. Panwar
An O(1) scheduling algorithm for variable-size packet switching systems. Allerton (2010)
Guoqi Yang, Yanming Shen, Keqiu Li, Wenyu Qu
A Comprehensive Task Scheduling Algorithm in Grid. ChinaGrid (2010)
Junfeng Xu, Keqiu Li, Yanming Shen, Geyong Min
An energy efficient packet aggregation scheme for wireless sensor networks. Comput. Syst. Sci. Eng. 25 (6) (2010)
Shiyu Yang, Yanming Shen, Wenyu Qu, Keqiu Li
A Novel On-Demand Streaming Service Based on Improved BitTorrent. FCST (2010)
Xiaoyu Shi, Ting Sun, Yanming Shen, Keqiu Li, Wenyu Qu
Tour-Guide: Providing Location-Based Tourist Information on Mobile Phones. CIT (2010)
Fei Shi, Keqiu Li, Yanming Shen
Seamless handoff scheme in Wi-Fi and WiMAX heterogeneous networks. Future Gener. Comput. Syst. 26 (8) (2010)
Heng Qi, Keqiu Li, Yanming Shen, Wenyu Qu
An effective solution for trademark image retrieval by combining shape description and feature matching. Pattern Recognit. 43 (6) (2010)
Ting Sun, Xiaoyu Shi, Yanming Shen, Keqiu Li, Wenyu Qu
iLife: A Novel Mobile Social Network Services on Mobile Phones. CIT (2010)
Yanming Shen, Shivendra S. Panwar, H. Jonathan Chao
SQUID: A Practical 100% Throughput Scheduler for Crosspoint Buffered Switches. IEEE/ACM Trans. Netw. 18 (4) (2010)
Shunyuan Ye, Yanming Shen, Shivendra S. Panwar
DISQUO: A distributed 100% throughput algorithm for a buffered crossbar switch. HPSR (2010)
Keqiu Li, Yanming Shen, Kai Lin, Wenyu Qu
Coordinated multimedia object replacement in transcoding proxies. J. Supercomput. 52 (3) (2010)
Yu Sang, Keqiu Li, Yanming Shen
EBDA: An Effective Bottom-up Discretization Algorithm for Continuous Attributes. CIT (2010)
Yanming Shen, Shivendra S. Panwar, H. Jonathan Chao
Design and performance analysis of a practical load-balanced switch. IEEE Trans. Commun. 57 (8) (2009)
Fei Shi, Keqiu Li, Yanming Shen
A Low Latency Handoff Scheme Based on the Location and Movement Pattern. ISPA (2009)
Kai Lin, Keqiu Li, Hongwei Ge, Yanming Shen
An equilibrium multi-hop cluster hierarchy for wireless sensor networks. IWCMC (2009)
Keqiu Li, Yanming Shen, Minyi Guo
Special issue: Network and Parallel Computing. Comput. Syst. Sci. Eng. 24 (3) (2009)
Yanming Shen, Keqiu Li
On the design of P2P. video streaming with layered coding. Comput. Syst. Sci. Eng. 24 (3) (2009)
Chong Yao, Keqiu Li, Kai Lin, Yanming Shen
Load Balancing on the Exchanged Hypercube. ChinaGrid (2009)
Junfeng Xu, Keqiu Li, Yanming Shen, Geyong Min, Wenyu Qu
Adaptive Energy-Efficient Packet Transmission for Voice Delivering in Wireless Sensor Networks. NPC (2009)
Wenyu Qu, Masaru Kitsuregawa, Yanming Shen, Takashi Nanya
An optimal lifetime-adaptive method for wireless sensor networks. Comput. Syst. Sci. Eng. 24 (3) (2009)
Yingwei Jin, Yanming Shen
Multi-dimension Multi-stage Fuzzy Optimum Dynamic Programming Method with Complicated Information. ScalCom-EmbeddedCom (2009)
Zhengye Liu, Yanming Shen, Keith W. Ross, Shivendra S. Panwar, Yao Wang
LayerP2P: Using Layered Video Chunks in P2P Live Streaming. IEEE Trans. Multim. 11 (7) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yanming Shen