Mengshu Hou

According to our database, Mengshu Hou authored at least 72 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A topic detection method based on KM-LSH Fusion algorithm and improved BTM model.

Wenjun Liu, Huan Guo, Jiaxin Gan, Hai Wang, Hailan Wang, Chao Zhang, Qingcheng Peng, Yuyan Sun, Bao Yu, Mengshu Hou, Bo Li, Xiaolei Li

Soft Comput., October, 2024

A Hierarchical Multi-Task Learning Framework for Semantic Annotation in Tabular Data.

Jie Wu, Mengshu Hou

Entropy, August, 2024

Enhancing diversity for logical table-to-text generation with mixture of experts.

Jie Wu, Mengshu Hou

Expert Syst. J. Knowl. Eng., April, 2024

MED-Prompt: A novel prompt engineering framework for medicine prediction on free-text clinical notes.

Awais Ahmed, Xiaoyang Zeng, Rui Xi, Mengshu Hou, Syed Attique Shah

J. King Saud Univ. Comput. Inf. Sci., February, 2024

A popular topic detection method based on microblog images and short text information.

Wenjun Liu, Hai Wang, Jieyang Wang, Huan Guo, Yuyan Sun, Mengshu Hou, Bao Yu, Hailan Wang, Qingcheng Peng, Chao Zhang, Cheng Liu

J. Web Semant., 2024

Automatic Text Summarization Method Based on Improved TextRank Algorithm and K-Means Clustering.

Wenjun Liu, Yuyan Sun, Bao Yu, Hailan Wang, Qingcheng Peng, Mengshu Hou, Huan Guo, Hai Wang, Cheng Liu

Knowl. Based Syst., 2024

Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance Degradation.

Wentao Xiao, Yueyang Zhan, Rui Xi, Mengshu Hou, Jianming Liao

CoRR, 2024

Multi-granularity prior networks for uncertainty-informed patient-specific quality assurance.

Xiaoyang Zeng, Qizhen Zhu, Awais Ahmed, Muhammad Hanif, Mengshu Hou, Qiu Jie, Rui Xi, Syed Attique Shah

Comput. Biol. Medicine, 2024

Prompt-Eng: Healthcare Prompt Engineering: Revolutionizing Healthcare Applications with Precision Prompts.

Awais Ahmed, Mengshu Hou, Rui Xi, Xiaoyang Zeng, Syed Attique Shah

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

A Joint Multi-task Learning Model for Web Table-to-Knowledge Graph Matching.

Jie Wu, Mengshu Hou

Proceedings of the Knowledge Science, Engineering and Management, 2024

Learning Latent Variable for Logical Reasoning in Table-Based Fact Verification.

Jie Wu, Mengshu Hou

Proceedings of the International Joint Conference on Neural Networks, 2024

Judicial Text Relation Extraction Based on Prompt Tuning.

Xue Chen, Yi Li, Shuhuan Fan, Mengshu Hou

Proceedings of the 2024 2nd Asia Conference on Computer Vision, 2024

KnobTune: A Dynamic Database Configuration Tuning Strategy Leveraging Historical Workload Similarities.

Yueyang Zhan, Rui Xi, Jianming Liao, Shuhuan Fan, Mengshu Hou

Proceedings of the International Conference on Computing, 2024

Precision Meets Resilience: Cross-Database Generalization with Uncertainty Quantification for Robust Cost Estimation.

Shuhuan Fan, Mengshu Hou, Rui Xi, Wenwen Ma

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts.

Awais Ahmed, Rui Xi, Mengshu Hou, Syed Attique Shah, Sufian Hameed

IEEE Access, 2023

GADESQL: Graph Attention Diffusion Enhanced Text-To-SQL with Single and Multi-hop Relations.

Qinzhen Cao, Rui Xi, Jie Wu, Xiaowen Nie, Yubo Liu, Mengshu Hou

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Graph-Attention-Network-Based Cost Estimation Model in Materialized View Environment.

Daobing Zhu, Shu Huan Fan, Xiaoyang Zeng, Rui Xi, Mengshu Hou

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Robust Listwise Learning-to-Rank Approach for Database Query Optimizer.

Xue Chen, Rui Xi, Yiheng Tang, Mengshu Hou

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Innovation of the Higher Education Grassroots Statistical Reports System based on Low-Code Development.

Jinshang Luo, Mengshu Hou

Proceedings of the 7th International Conference on Management Engineering, 2023

Tree-Convolutional-Transformer: A Hybrid Model for Query Plan Representation.

Wei Liu, Rui Xi, Mengshu Hou

Proceedings of the International Conference on Electronics, 2023

Multi-Instance Bias Suppression for Enhanced Generalization in Breast Cancer Diagnosis : Harnessing Histopathological Big Data Insights.

Syed Attique Shah, Xiaoyang Zeng, Awais Ahmed, Shaheed Parvez, Rui Xi, Mengshu Hou

Proceedings of the IEEE International Conference on Big Data, 2023

6Community: An active IPv6 address detection method based on community discovery algorithm.

Xue Chen, Weiwei Shi, Jieyan Liu, Mengshu Hou, Yujun Li

Proceedings of the 2nd International Conference on Algorithms, 2023

2022

Butterfly: μW Level ULP Sensor Nodes with High Task Throughput.

Chong Zhang, Li Lu, Yihang Song, Qianhe Meng, Junqin Zhang, Xiandong Shao, Guangyuan Zhang, Mengshu Hou

Sensors, 2022

BioTouch: Reliable Re-Authentication via Finger Bio-Capacitance and Touching Behavior.

Chong Zhang, Songfan Li, Yihang Song, Qianhe Meng, Li Lu, Mengshu Hou

Sensors, 2022

Deep Learning Based Cooperative Resource Allocation in 5G Wireless Networks.

Dan Huang, Yuan Gao, Yi Li, Mengshu Hou, Wanbin Tang, Shaochi Cheng, Xiangyang Li, Yunchuan Sun

Mob. Networks Appl., 2022

Prompt-based Few-shot Learning for Table-based Fact Verification.

Lei Hou, Yubo Liu, Jie Wu, Mengshu Hou

Proceedings of the 5th International Conference on Machine Learning and Natural Language Processing, 2022

Exploiting Character-Word Fusion to Enhance Chinese Named Entity Recognition Combined with Multi-head Attention Mechanism.

Jinshang Luo, Mengshu Hou

Proceedings of the 11th International Conference on Networks, Communication and Computing, 2022

A Novel Chinese Resume Named Entity Recognition Model Based on Lexical Enhancement.

Jinshang Luo, Ying Liu, Mengshu Hou

Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

Improving Chinese Named Entity Recognition Based on Lexical Information Adjustment.

Jinshang Luo, Mengshu Hou

Proceedings of the 6th International Conference on Computer Science and Artificial Intelligence, 2022

Exploiting Semantic Space to Enhance Event Detection Combined with Event Knowledge.

Jinshang Luo, Mengshu Hou

Proceedings of the 5th International Conference on Algorithms, 2022

Retrieval Augmented via Execution Guidance in Open-domain Table QA.

Siqin Chen, Yubo Liu, Jie Wu, Mengshu Hou

Proceedings of the 5th International Conference on Algorithms, 2022

2021

Incorporating Knowledge Bases and Databases to an Effective Repair of Data Errors.

Charles Roland Haruna, Jian Yang, Mengshu Hou, Lei Gou, Shu Huan Fan, Barbie Eghan-Yartel

Proceedings of the ICCDA 2021: The 5th International Conference on Compute and Data Analysis, 2021

GACE: Graph-Attention-Network-Based Cardinality Estimator.

Daobing Zhu, Dongsheng He, Shu Huan Fan, Jianming Liao, Mengshu Hou

Proceedings of the Database and Expert Systems Applications, 2021

2020

Pushing the Limits of Transmission Concurrency for Low Power Wireless Networks.

Daibo Liu, Zhichao Cao, Mengshu Hou, Huigui Rong, Hongbo Jiang

ACM Trans. Sens. Networks, 2020

Atrial Fibrillation Detection Directly from Compressed ECG with the Prior of Measurement Matrix.

Yunfei Cheng, Ying Hu, Mengshu Hou, Tongjie Pan, Wenwen He, Yalan Ye

Inf., 2020

Multi-label Arrhythmia Classification from Fixed-length Compressed ECG Segments in Real-time Wearable ECG Monitoring.

Yunfei Cheng, Yalan Ye, Mengshu Hou, Wenwen He, Tongjie Pan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Context Event Features and Event Embedding Enhanced Event Detection.

Xin Shi, Xiaoyang Zeng, Jie Wu, Mengshu Hou, Hao Zhu

Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

2019

Exploiting Concurrency for Opportunistic Forwarding in Duty-Cycled IoT Networks.

Daibo Liu, Zhichao Cao, Yuan He, Xiaoyu Ji, Mengshu Hou, Hongbo Jiang

ACM Trans. Sens. Networks, 2019

Contention-Detectable Mechanism for Receiver-Initiated MAC.

Daibo Liu, Zhichao Cao, Mingyan Liu, Mengshu Hou, Hongbo Jiang

ACM Trans. Embed. Comput. Syst., 2019

Subcarrier Allocation Based Cooperative Spectrum Sharing with Wireless Energy Harvesting in OFDM Relaying Networks.

Dan Huang, Mengshu Hou, Weidang Lu

Sensors, 2019

HRSF: Single Disk Failure Recovery for Liberation Code Based Storage Systems.

Jun Li, Mengshu Hou

J. Inf. Process. Syst., 2019

Applying Cluster Refinement to Improve Crowd-Based Data Duplicate Detection Approach.

Charles Roland Haruna, Mengshu Hou, Rui Xi, Moses Jojo Eghan, Michael Y. Kpiebaareh, Lawrence Tandoh, Barbie Eghan-Yartel, Maame G. Asante-Mensah

IEEE Access, 2019

Generate Desired Images from Trained Generative Adversarial Networks.

Ming Li, Rui Xi, Beier Chen, Mengshu Hou, Daibo Liu, Lei Guo

Proceedings of the International Joint Conference on Neural Networks, 2019

Poster: Attention-based Spatio-Temporal Model for HAR Using Multivariate Time Series.

Rui Xi, Ming Li, Daibo Liu, Mengshu Hou

Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

ALIGNER: Make the Utmost of Transmission Concurrency for Low Power Wireless Networks.

Daibo Liu, Zhichao Cao, Mengshu Hou

Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

2018

Adaptive Retransmission Layer for Duty Cycle Wireless Networks.

Daibo Liu, Mengshu Hou, Zhichao Cao, Jiliang Wang

IEEE Trans. Veh. Technol., 2018

Using Acoustic Signal and Image to Achieve Accurate Indoor Localization.

Rui Xi, Daibo Liu, Mengshu Hou, Yujun Li, Jun Li

Sensors, 2018

A Fast and Robust Non-Sparse Signal Recovery Algorithm for Wearable ECG Telemonitoring Using ADMM-Based Block Sparse Bayesian Learning.

Yunfei Cheng, Yalan Ye, Mengshu Hou, Wenwen He, Yunxia Li, Xuesong Deng

Sensors, 2018

Improving Data Availability for Deduplication in Cloud Storage.

Jun Li, Mengshu Hou

Int. J. Grid High Perform. Comput., 2018

Deep Dilation on Multimodality Time Series for Human Activity Recognition.

Rui Xi, Ming Li, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu, Charles R. Haruna

IEEE Access, 2018

Deep Dilated Convolution on Multimodality Time Series for Human Activity Recognition.

Rui Xi, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Generate Novel Image Styles using Weighted Hybrid Generative Adversarial Nets.

Ming Li, Rui Xi, Mengshu Hou

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Cost-Based and Effective Human-Machine Based Data Deduplication Model in Entity Reconciliation.

Charles R. Haruna, Mengshu Hou, Moses Jojo Eghan, Michael Y. Kpiebaareh, Lawrence Tandoh, Barbie Eghan-Yartel, Maame G. Asante-Mensah

Proceedings of the 5th International Conference on Systems and Informatics, 2018

A Hybrid Data Deduplication Approach in Entity Resolution Using Chromatic Correlation Clustering.

Charles R. Haruna, Mengshu Hou, Moses Jojo Eghan, Michael Y. Kpiebaareh, Lawrence Tandoh

Proceedings of the Frontiers in Cyber Security - First International Conference, 2018

User-Transition Behavior Analysis in Data Publication Using Bipartite Graph.

Charles Roland Haruna, Mengshu Hou, Rui Xi, Michael Y. Kpiebaareh, Lawrence Tandoh, Barbie Eghan-Yartel

Proceedings of the 4th International Conference on Big Data Computing and Communications, 2018

2017

Achieving Accurate and Real-Time Link Estimation for Low Power Wireless Sensor Networks.

Daibo Liu, Zhichao Cao, Yi Zhang, Mengshu Hou

IEEE/ACM Trans. Netw., 2017

Energy efficient dynamic optimal control of LTE base stations: solution and trade-off.

Dan Huang, Wei Wei, Yuan Gao, Mengshu Hou, Yi Li, Houbing Song

Telecommun. Syst., 2017

PMSTCOM: A Novel Replication Consistency Maintenance Strategy in Cloud Storage System.

Jun Li, Mengshu Hou

Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016

Duplicate Detectable Opportunistic Forwarding in Duty-Cycled Wireless Sensor Networks.

Daibo Liu, Mengshu Hou, Zhichao Cao, Jiliang Wang, Yuan He, Yunhao Liu

IEEE/ACM Trans. Netw., 2016

室内定位方法综述 (Survey on Indoor Localization).

Rui Xi, Yujun Li, Mengshu Hou

计算机科学, 2016

Frame Counter: Achieving Accurate and Real-Time Link Estimation in Low Power Wireless Sensor Networks.

Daibo Liu, Zhichao Cao, Mengshu Hou, Yi Zhang

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Bat with Good Eyesight: Using Acoustic Signal and Image to Achieve Accurate Indoor Localization.

Rui Xi, Yujun Li, Daibo Liu, Siwei Luo, Mengshu Hou

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

2015

基于SEAndroid的隐私保护机制研究 (Research on Privacy Protection Based on SEAndroid).

Hanxiang Wen, Yujun Li, Mengshu Hou

计算机科学, 2015

CD-MAC: A contention detectable MAC for low duty-cycled wireless sensor networks.

Daibo Liu, Xiaopei Wu, Zhichao Cao, Mingyan Liu, Yujun Li, Mengshu Hou

Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

COF: Exploiting Concurrency for Low Power Opportunistic Forwarding.

Daibo Liu, Mengshu Hou, Zhichao Cao, Yuan He, Xiaoyu Ji, Xiaolong Zheng

Proceedings of the 23rd IEEE International Conference on Network Protocols, 2015

Tele Adjusting: Using Path Coding and Opportunistic Forwarding for Remote Control in WSNs.

Daibo Liu, Zhichao Cao, Xiaopei Wu, Yuan He, Xiaoyu Ji, Mengshu Hou

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014

RxLayer: adaptive retransmission layer for low power wireless.

Daibo Liu, Zhichao Cao, Jiliang Wang, Mengshu Hou, Yujun Li

Proceedings of the Fifteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2014

2013

Deliverability analysis of greedy routing in the spherical cap 3D sensor networks.

Mengshu Hou, Yaling Yang, Yujun Li

Sci. China Inf. Sci., 2013

DOF: Duplicate Detectable Opportunistic Forwarding in duty-cycled wireless sensor networks.

Daibo Liu, Zhichao Cao, Jiliang Wang, Yuan He, Mengshu Hou, Yunhao Liu

Proceedings of the 2013 21st IEEE International Conference on Network Protocols, 2013

2011

Automatic image segmentation based on PCNN with adaptive threshold time constant.

Shuo Wei, Qu Hong, Mengshu Hou

Neurocomputing, 2011

Reputation Modeling for Wireless Sensor Networks.

Mengshu Hou, Zhe Wei

Proceedings of the Wireless Algorithms, Systems, and Applications, 2011

Many-to-one deliverability of greedy routing in 2-D wireless sensor networks.

Yaling Yang, Yujun Li, Mengshu Hou

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011