Yanming Shen

Orcid: 0000-0003-4108-0230

According to our database1, Yanming Shen authored at least 98 papers between 2005 and 2024.

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Bibliography

2024
Endpoint security reinforcement via integrated zero-trust systems: A collaborative approach.
Comput. Secur., January, 2024

How Can Large Language Models Understand Spatial-Temporal Data?
CoRR, 2024

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
HLGST: Hybrid local-global spatio-temporal model for travel time estimation using Siamese graph convolutional with triplet networks.
Expert Syst. Appl., November, 2023

Spatio-temporal graph mixformer for traffic forecasting.
Expert Syst. Appl., October, 2023

Breaking the Expression Bottleneck of Graph Neural Networks.
IEEE Trans. Knowl. Data Eng., June, 2023

STTG-TTE: spatial-temporal gated multi-modality approach for travel time estimation based on temporal convolutional networks.
Neural Comput. Appl., March, 2023

Travel time prediction based on route links' similarity.
Neural Comput. Appl., February, 2023

Long-sequence model for traffic forecasting in suboptimal situation.
Proceedings of the 18th Workshop on Mobility in the Evolving Internet Architecture, 2023

Triplet-contrastive Periodical Siamese Graph Networks for Travel Time Estimation.
Proceedings of the International Joint Conference on Neural Networks, 2023

Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering.
Proceedings of the International Conference on Machine Learning, 2023

To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
A deep learning based approach for predicting the demand of electric vehicle charge.
J. Supercomput., 2022

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions.
IEEE Trans. Intell. Transp. Syst., 2022

TCSA-Net: A Temporal-Context-Based Self-Attention Network for Next Location Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

GSTA: gated spatial-temporal attention approach for travel time prediction.
Neural Comput. Appl., 2022

TFGAN: Traffic forecasting using generative adversarial network with multi-graph convolutional network.
Knowl. Based Syst., 2022

NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction.
CoRR, 2022

A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

A New Perspective on the Effects of Spectrum in Graph Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

HousE: Knowledge Graph Embedding with Householder Parameterization.
Proceedings of the International Conference on Machine Learning, 2022

2021
A Spatial-Temporal Attention Approach for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2021

DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers.
IEEE Netw., 2021

Multi-stage attention spatial-temporal graph networks for traffic prediction.
Neurocomputing, 2021

Improving Spectral Graph Convolution for Learning Graph-level Representation.
CoRR, 2021

First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track.
CoRR, 2021

Do Transformers Really Perform Bad for Graph Representation?
CoRR, 2021

Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Do Transformers Really Perform Badly for Graph Representation?
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Traffic Knowledge Graph Based Trajectory Destination Prediction.
Proceedings of the Big Data - 9th CCF Conference, 2021

2020
Intelligent Trajectory Inference Through Cellular Signaling Data.
IEEE Trans. Cogn. Commun. Netw., 2020

Breaking the Expressive Bottlenecks of Graph Neural Networks.
CoRR, 2020

A Comprehensive Survey on Traffic Prediction.
CoRR, 2020

2019
Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion.
Inf. Fusion, 2019

Fast correlation coefficient estimation algorithm for HBase-based massive time series data.
Frontiers Comput. Sci., 2019

ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction.
IEEE Access, 2019

A Dynamic Grid-Based Algorithm for Taxi Ridesharing in Multiple Road Condition.
Proceedings of the 2019 IEEE SmartWorld, 2019

An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018
Recommendation in a Changing World: Exploiting Temporal Dynamics in Ratings and Reviews.
ACM Trans. Web, 2018

Personal Tastes vs. Fashion Trends: Predicting Ratings Based on Visual Appearances and Reviews.
IEEE Access, 2018

D2P-Apriori: A deep parallel frequent itemset mining algorithm with dynamic queue.
Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018

2017
Job-aware Network Scheduling for Hadoop Cluster.
KSII Trans. Internet Inf. Syst., 2017

Length Shuffle: Achieving high performance and flexibility for data center networks design.
Comput. Commun., 2017

IMU-based gait analysis for rehabilitation assessment of patients with gait disorders.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Examination of Gait Disorders in Hemiparesis Patients Using Foot-Mounted Inertial Sensors.
Proceedings of the Communications, Signal Processing, and Systems, 2017

Accurate Localization Using LTE Signaling Data.
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017

An Efficient Dynamic Ridesharing Algorithm.
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017

2016
An efficient MapReduce algorithm for similarity join in metric spaces.
J. Supercomput., 2016

An Efficient Approach of Processing Multiple Continuous Queries.
J. Comput. Sci. Technol., 2016

FleCube: A flexibly-connected architecture of data center networks on multi-port servers.
Comput. Commun., 2016

ComCell: Exploring flexible and symmetrical architecture for data center networks.
Proceedings of the 17th IEEE International Conference on High Performance Switching and Routing, 2016

2015
Sampling Bloom Filter-Based Detection of Unknown RFID Tags.
IEEE Trans. Commun., 2015

Completely Pinpointing the Missing RFID Tags in a Time-Efficient Way.
IEEE Trans. Computers, 2015

Job-Aware Scheduling for Big Data Processing.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

2014
Efficient Unknown Tag Identification Protocols in Large-Scale RFID Systems.
IEEE Trans. Parallel Distributed Syst., 2014

A Multiple Hashing Approach to Complete Identification of Missing RFID Tags.
IEEE Trans. Commun., 2014

Distributed Scheduling Algorithms for Crosspoint-Buffered Switches.
CoRR, 2014

2013
Advanced topics on cloud computing.
J. Comput. Syst. Sci., 2013

Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

A Fast Approach to Unknown Tag Identification in Large Scale RFID Systems.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

2012
Object-based image retrieval with kernel on adjacency matrix and local combined features.
ACM Trans. Multim. Comput. Commun. Appl., 2012

A highly available spectrum allocation service model in dynamic spectrum market.
Future Gener. Comput. Syst., 2012

Inverted Grid-Based kNN Query Processing with MapReduce.
Proceedings of the Seventh ChinaGrid Annual Conference, ChinaGrid 2012, Beijing, 2012

2011
Layered video multicast with a P2P cooperation approach.
J. Netw. Comput. Appl., 2011

A Distributed Scheduling Algorithm for High-Speed Switching Systems
CoRR, 2011

An Automatic User Terminal of Central Heating System Based on WSN and Automatic Control Technology.
Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011

TPSH: A Novel Spectrum Handoff Approach Based on Time Estimation in Dynamic Spectrum Networks.
Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011

2010
SQUID: A Practical 100% Throughput Scheduler for Crosspoint Buffered Switches.
IEEE/ACM Trans. Netw., 2010

Coordinated multimedia object replacement in transcoding proxies.
J. Supercomput., 2010

An effective solution for trademark image retrieval by combining shape description and feature matching.
Pattern Recognit., 2010

Seamless handoff scheme in Wi-Fi and WiMAX heterogeneous networks.
Future Gener. Comput. Syst., 2010

An energy efficient packet aggregation scheme for wireless sensor networks.
Comput. Syst. Sci. Eng., 2010

An Efficient Adaptive Routing Algorithm for Application-Specific Network-on-Chip.
Proceedings of the Third International Symposium on Parallel Architectures, 2010

DISQUO: A distributed 100% throughput algorithm for a buffered crossbar switch.
Proceedings of the 11th IEEE International Conference on High Performance Switching and Routing, 2010

A Novel On-Demand Streaming Service Based on Improved BitTorrent.
Proceedings of the Fifth International Conference on Frontier of Computer Science and Technology, 2010

A Comprehensive Task Scheduling Algorithm in Grid.
Proceedings of the Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, 2010

HELIOS: a high energy-efficiency locally-scheduled input-queued optical switch.
Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2010

An O(1) scheduling algorithm for variable-size packet switching systems.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

iLife: A Novel Mobile Social Network Services on Mobile Phones.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

Tour-Guide: Providing Location-Based Tourist Information on Mobile Phones.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

EBDA: An Effective Bottom-up Discretization Algorithm for Continuous Attributes.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
LayerP2P: Using Layered Video Chunks in P2P Live Streaming.
IEEE Trans. Multim., 2009

Design and performance analysis of a practical load-balanced switch.
IEEE Trans. Commun., 2009

On the design of P2P. video streaming with layered coding.
Comput. Syst. Sci. Eng., 2009

An optimal lifetime-adaptive method for wireless sensor networks.
Comput. Syst. Sci. Eng., 2009

Special issue: Network and Parallel Computing.
Comput. Syst. Sci. Eng., 2009

Multi-dimension Multi-stage Fuzzy Optimum Dynamic Programming Method with Complicated Information.
Proceedings of the International Conference on Scalable Computing and Communications / Eighth International Conference on Embedded Computing, 2009

Adaptive Energy-Efficient Packet Transmission for Voice Delivering in Wireless Sensor Networks.
Proceedings of the NPC 2009, 2009

An equilibrium multi-hop cluster hierarchy for wireless sensor networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009

A Low Latency Handoff Scheme Based on the Location and Movement Pattern.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009

Load Balancing on the Exchanged Hypercube.
Proceedings of the Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong, 2009

2008
Substream Trading: Towards an open P2P live streaming system.
Proceedings of the 16th annual IEEE International Conference on Network Protocols, 2008

An Energy-Efficient Waiting Caching Algorithm in Wireless Sensor Networks.
Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

2007
P2P Video Live Streaming with MDC: Providing Incentives for Redistribution.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Path switching and call protection for reliable IP telephony.
Proceedings of the Fourth International Conference on Broadband Communications, 2007

2006
On the Design of Prefetching Strategies in a Peer-Driven Video on-Demand System.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
Streaming layered encoded video using peers.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005


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