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Mengshu Hou
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2020 – today
- 2025
- [j31]Awais Ahmed
, Xiaoyang Zeng
, Rui Xi
, Mengshu Hou
, Syed Attique Shah
:
Enhancing multimodal medical image analysis with Slice-Fusion: A novel fusion approach to address modality imbalance. Comput. Methods Programs Biomed. 261: 108615 (2025) - [c45]Jie Wu, Mengshu Hou:
An Efficient Retrieval-Based Method for Tabular Prediction with LLM. COLING 2025: 9917-9925 - 2024
- [j30]Xiaoyang Zeng
, Qizhen Zhu
, Awais Ahmed
, Muhammad Hanif
, Mengshu Hou, Qiu Jie, Rui Xi
, Syed Attique Shah
:
Multi-granularity prior networks for uncertainty-informed patient-specific quality assurance. Comput. Biol. Medicine 179: 108925 (2024) - [j29]Jie Wu
, Mengshu Hou
:
A Hierarchical Multi-Task Learning Framework for Semantic Annotation in Tabular Data. Entropy 26(8): 664 (2024) - [j28]Jie Wu
, Mengshu Hou
:
Enhancing diversity for logical table-to-text generation with mixture of experts. Expert Syst. J. Knowl. Eng. 41(4) (2024) - [j27]Awais Ahmed
, Xiaoyang Zeng
, Rui Xi
, Mengshu Hou
, Syed Attique Shah
:
MED-Prompt: A novel prompt engineering framework for medicine prediction on free-text clinical notes. J. King Saud Univ. Comput. Inf. Sci. 36(2): 101933 (2024) - [j26]Wenjun Liu
, Yuyan Sun, Bao Yu, Hailan Wang, Qingcheng Peng, Mengshu Hou
, Huan Guo, Hai Wang, Cheng Liu:
Automatic Text Summarization Method Based on Improved TextRank Algorithm and K-Means Clustering. Knowl. Based Syst. 287: 111447 (2024) - [j25]Wenjun Liu, Huan Guo, Jiaxin Gan, Hai Wang, Hailan Wang, Chao Zhang, Qingcheng Peng, Yuyan Sun, Bao Yu, Mengshu Hou, Bo Li, Xiaolei Li:
A topic detection method based on KM-LSH Fusion algorithm and improved BTM model. Soft Comput. 28(19): 11421-11438 (2024) - [j24]Wenjun Liu, Hai Wang, Jieyang Wang, Huan Guo, Yuyan Sun, Mengshu Hou
, Bao Yu, Hailan Wang, Qingcheng Peng, Chao Zhang, Cheng Liu:
A popular topic detection method based on microblog images and short text information. J. Web Semant. 81: 100820 (2024) - [c44]Shuhuan Fan
, Mengshu Hou
, Rui Xi
, Wenwen Ma:
Precision Meets Resilience: Cross-Database Generalization with Uncertainty Quantification for Robust Cost Estimation. CIKM 2024: 581-590 - [c43]Yueyang Zhan
, Rui Xi
, Jianming Liao
, Shuhuan Fan
, Mengshu Hou
:
KnobTune: A Dynamic Database Configuration Tuning Strategy Leveraging Historical Workload Similarities. CMLDS 2024: 9:1-9:8 - [c42]Xue Chen
, Yi Li
, Shuhuan Fan
, Mengshu Hou
:
Judicial Text Relation Extraction Based on Prompt Tuning. CVIPPR 2024: 44 - [c41]Wenlong Dong, Wei Liu, Rui Xi, Mengshu Hou, Shuhuan Fan:
MLETune: Streamlining Database Knob Tuning via Multi-LLMs Experts Guided Deep Reinforcement Learning. ICPADS 2024: 226-235 - [c40]Jincan Xiong, Rui Xi, Xue Chen, Zihan Yan, Junxin Zhu, Mengshu Hou:
MIMO Based Uncertainty-aware Learning-to-Rank Query Optimizer. ICPADS 2024: 462-470 - [c39]Jie Wu, Mengshu Hou:
Learning Latent Variable for Logical Reasoning in Table-Based Fact Verification. IJCNN 2024: 1-8 - [c38]Anna Ding, Yujun Li, Yuening Feng, Sicong Hu, Mengshu Hou, Yueyang Zhan:
DAUSK: A Transactional Graph Structure for Skewed Dynamic Graph Storage. ISPA 2024: 1216-1223 - [c37]Jie Wu
, Mengshu Hou
:
A Joint Multi-task Learning Model for Web Table-to-Knowledge Graph Matching. KSEM (1) 2024: 406-418 - [c36]Awais Ahmed
, Mengshu Hou
, Rui Xi
, Xiaoyang Zeng
, Syed Attique Shah
:
Prompt-Eng: Healthcare Prompt Engineering: Revolutionizing Healthcare Applications with Precision Prompts. WWW (Companion Volume) 2024: 1329-1337 - [i1]Wentao Xiao, Yueyang Zhan, Rui Xi, Mengshu Hou, Jianming Liao:
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance Degradation. CoRR abs/2407.07871 (2024) - 2023
- [j23]Awais Ahmed
, Rui Xi
, Mengshu Hou
, Syed Attique Shah
, Sufian Hameed
:
Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts. IEEE Access 11: 112891-112928 (2023) - [c35]Xue Chen
, Weiwei Shi
, Jieyan Liu
, Mengshu Hou
, Yujun Li
:
6Community: An active IPv6 address detection method based on community discovery algorithm. ADMIT 2023: 114-119 - [c34]Syed Attique Shah
, Xiaoyang Zeng
, Awais Ahmed, Shaheed Parvez, Rui Xi, Mengshu Hou:
Multi-Instance Bias Suppression for Enhanced Generalization in Breast Cancer Diagnosis : Harnessing Histopathological Big Data Insights. IEEE Big Data 2023: 857-864 - [c33]Wei Liu
, Rui Xi
, Mengshu Hou
:
Tree-Convolutional-Transformer: A Hybrid Model for Query Plan Representation. CECCT 2023: 126-133 - [c32]Jinshang Luo, Mengshu Hou:
Innovation of the Higher Education Grassroots Statistical Reports System based on Low-Code Development. ICMSS 2023: 36-40 - [c31]Xue Chen, Rui Xi, Yiheng Tang, Mengshu Hou:
Robust Listwise Learning-to-Rank Approach for Database Query Optimizer. ICPADS 2023: 1165-1172 - [c30]Daobing Zhu, Shu Huan Fan, Xiaoyang Zeng, Rui Xi, Mengshu Hou:
Graph-Attention-Network-Based Cost Estimation Model in Materialized View Environment. ICPADS 2023: 1388-1396 - [c29]Qinzhen Cao, Rui Xi, Jie Wu, Xiaowen Nie, Yubo Liu, Mengshu Hou:
GADESQL: Graph Attention Diffusion Enhanced Text-To-SQL with Single and Multi-hop Relations. WISE 2023: 684-698 - 2022
- [j22]Dan Huang, Yuan Gao
, Yi Li, Mengshu Hou
, Wanbin Tang, Shaochi Cheng, Xiangyang Li, Yunchuan Sun:
Deep Learning Based Cooperative Resource Allocation in 5G Wireless Networks. Mob. Networks Appl. 27(3): 1131-1138 (2022) - [j21]Chong Zhang
, Li Lu, Yihang Song
, Qianhe Meng, Junqin Zhang, Xiandong Shao, Guangyuan Zhang, Mengshu Hou:
Butterfly: μW Level ULP Sensor Nodes with High Task Throughput. Sensors 22(8): 3082 (2022) - [j20]Chong Zhang
, Songfan Li, Yihang Song
, Qianhe Meng, Li Lu, Mengshu Hou:
BioTouch: Reliable Re-Authentication via Finger Bio-Capacitance and Touching Behavior. Sensors 22(9): 3583 (2022) - [c28]Siqin Chen
, Yubo Liu
, Jie Wu
, Mengshu Hou
:
Retrieval Augmented via Execution Guidance in Open-domain Table QA. ACAI 2022: 2:1-2:6 - [c27]Jinshang Luo
, Mengshu Hou
:
Exploiting Semantic Space to Enhance Event Detection Combined with Event Knowledge. ACAI 2022: 74:1-74:5 - [c26]Jinshang Luo, Mengshu Hou:
Improving Chinese Named Entity Recognition Based on Lexical Information Adjustment. CSAI 2022: 243-248 - [c25]Jinshang Luo
, Ying Liu
, Mengshu Hou
:
A Novel Chinese Resume Named Entity Recognition Model Based on Lexical Enhancement. ICCPR 2022: 341-346 - [c24]Jinshang Luo
, Mengshu Hou
:
Exploiting Character-Word Fusion to Enhance Chinese Named Entity Recognition Combined with Multi-head Attention Mechanism. ICNCC 2022: 307-312 - [c23]Lei Hou
, Yubo Liu
, Jie Wu
, Mengshu Hou
:
Prompt-based Few-shot Learning for Table-based Fact Verification. MLNLP 2022: 14-19 - 2021
- [c22]Daobing Zhu, Dongsheng He
, Shu Huan Fan, Jianming Liao, Mengshu Hou
:
GACE: Graph-Attention-Network-Based Cardinality Estimator. DEXA (2) 2021: 332-345 - [c21]Charles Roland Haruna, Jian Yang, Mengshu Hou, Lei Gou, Shu Huan Fan, Barbie Eghan-Yartel:
Incorporating Knowledge Bases and Databases to an Effective Repair of Data Errors. ICCDA 2021: 36-45 - 2020
- [j19]Yunfei Cheng
, Ying Hu, Mengshu Hou
, Tongjie Pan
, Wenwen He
, Yalan Ye
:
Atrial Fibrillation Detection Directly from Compressed ECG with the Prior of Measurement Matrix. Inf. 11(9): 436 (2020) - [j18]Daibo Liu
, Zhichao Cao, Mengshu Hou
, Huigui Rong, Hongbo Jiang:
Pushing the Limits of Transmission Concurrency for Low Power Wireless Networks. ACM Trans. Sens. Networks 16(4): 40:1-40:29 (2020) - [c20]Xin Shi, Xiaoyang Zeng, Jie Wu, Mengshu Hou, Hao Zhu:
Context Event Features and Event Embedding Enhanced Event Detection. ACAI 2020: 70:1-70:6 - [c19]Yunfei Cheng
, Yalan Ye
, Mengshu Hou, Wenwen He, Tongjie Pan
:
Multi-label Arrhythmia Classification from Fixed-length Compressed ECG Segments in Real-time Wearable ECG Monitoring. EMBC 2020: 580-583
2010 – 2019
- 2019
- [j17]Charles Roland Haruna
, Mengshu Hou, Rui Xi
, Moses Jojo Eghan, Michael Y. Kpiebaareh, Lawrence Tandoh, Barbie Eghan-Yartel, Maame G. Asante-Mensah:
Applying Cluster Refinement to Improve Crowd-Based Data Duplicate Detection Approach. IEEE Access 7: 77426-77435 (2019) - [j16]Jun Li, Mengshu Hou:
HRSF: Single Disk Failure Recovery for Liberation Code Based Storage Systems. J. Inf. Process. Syst. 15(1): 55-66 (2019) - [j15]Dan Huang, Mengshu Hou
, Weidang Lu
:
Subcarrier Allocation Based Cooperative Spectrum Sharing with Wireless Energy Harvesting in OFDM Relaying Networks. Sensors 19(12): 2663 (2019) - [j14]Daibo Liu
, Zhichao Cao, Mingyan Liu, Mengshu Hou
, Hongbo Jiang:
Contention-Detectable Mechanism for Receiver-Initiated MAC. ACM Trans. Embed. Comput. Syst. 18(4): 31:1-31:27 (2019) - [j13]Daibo Liu
, Zhichao Cao, Yuan He, Xiaoyu Ji, Mengshu Hou
, Hongbo Jiang:
Exploiting Concurrency for Opportunistic Forwarding in Duty-Cycled IoT Networks. ACM Trans. Sens. Networks 15(3): 31:1-31:33 (2019) - [c18]Daibo Liu, Zhichao Cao, Mengshu Hou:
ALIGNER: Make the Utmost of Transmission Concurrency for Low Power Wireless Networks. EWSN 2019: 118-129 - [c17]Rui Xi, Ming Li, Daibo Liu, Mengshu Hou:
Poster: Attention-based Spatio-Temporal Model for HAR Using Multivariate Time Series. EWSN 2019: 234-235 - [c16]Ming Li
, Rui Xi
, Beier Chen, Mengshu Hou
, Daibo Liu, Lei Guo:
Generate Desired Images from Trained Generative Adversarial Networks. IJCNN 2019: 1-8 - 2018
- [j12]Rui Xi
, Ming Li, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu
, Charles R. Haruna
:
Deep Dilation on Multimodality Time Series for Human Activity Recognition. IEEE Access 6: 53381-53396 (2018) - [j11]Jun Li, Mengshu Hou:
Improving Data Availability for Deduplication in Cloud Storage. Int. J. Grid High Perform. Comput. 10(2): 70-89 (2018) - [j10]Yunfei Cheng
, Yalan Ye
, Mengshu Hou
, Wenwen He, Yunxia Li, Xuesong Deng:
A Fast and Robust Non-Sparse Signal Recovery Algorithm for Wearable ECG Telemonitoring Using ADMM-Based Block Sparse Bayesian Learning. Sensors 18(7): 2021 (2018) - [j9]Rui Xi
, Daibo Liu
, Mengshu Hou
, Yujun Li, Jun Li:
Using Acoustic Signal and Image to Achieve Accurate Indoor Localization. Sensors 18(8): 2566 (2018) - [j8]Daibo Liu
, Mengshu Hou
, Zhichao Cao
, Jiliang Wang
:
Adaptive Retransmission Layer for Duty Cycle Wireless Networks. IEEE Trans. Veh. Technol. 67(12): 11950-11964 (2018) - [c15]Charles Roland Haruna, Mengshu Hou, Rui Xi
, Michael Y. Kpiebaareh, Lawrence Tandoh, Barbie Eghan-Yartel:
User-Transition Behavior Analysis in Data Publication Using Bipartite Graph. BigCom 2018: 34-40 - [c14]Charles R. Haruna
, Mengshu Hou, Moses Jojo Eghan
, Michael Y. Kpiebaareh, Lawrence Tandoh:
A Hybrid Data Deduplication Approach in Entity Resolution Using Chromatic Correlation Clustering. FCS 2018: 153-167 - [c13]Charles R. Haruna, Mengshu Hou, Moses Jojo Eghan, Michael Y. Kpiebaareh, Lawrence Tandoh, Barbie Eghan-Yartel, Maame G. Asante-Mensah:
Cost-Based and Effective Human-Machine Based Data Deduplication Model in Entity Reconciliation. ICSAI 2018: 1265-1270 - [c12]Ming Li
, Rui Xi, Mengshu Hou:
Generate Novel Image Styles using Weighted Hybrid Generative Adversarial Nets. IJCNN 2018: 1-8 - [c11]Rui Xi, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu:
Deep Dilated Convolution on Multimodality Time Series for Human Activity Recognition. IJCNN 2018: 1-8 - 2017
- [j7]Dan Huang, Wei Wei, Yuan Gao, Mengshu Hou, Yi Li, Houbing Song
:
Energy efficient dynamic optimal control of LTE base stations: solution and trade-off. Telecommun. Syst. 66(4): 701-712 (2017) - [j6]Daibo Liu
, Zhichao Cao
, Yi Zhang, Mengshu Hou
:
Achieving Accurate and Real-Time Link Estimation for Low Power Wireless Sensor Networks. IEEE/ACM Trans. Netw. 25(4): 2096-2109 (2017) - [c10]Jun Li, Mengshu Hou:
PMSTCOM: A Novel Replication Consistency Maintenance Strategy in Cloud Storage System. BigCom 2017: 277-283 - 2016
- [j5]Rui Xi, Yujun Li, Mengshu Hou:
室内定位方法综述 (Survey on Indoor Localization). 计算机科学 43(4): 1-6 (2016) - [j4]Daibo Liu, Mengshu Hou
, Zhichao Cao, Jiliang Wang, Yuan He
, Yunhao Liu:
Duplicate Detectable Opportunistic Forwarding in Duty-Cycled Wireless Sensor Networks. IEEE/ACM Trans. Netw. 24(2): 662-673 (2016) - [c9]Rui Xi, Yujun Li, Daibo Liu, Siwei Luo, Mengshu Hou:
Bat with Good Eyesight: Using Acoustic Signal and Image to Achieve Accurate Indoor Localization. ICPADS 2016: 16-23 - [c8]Daibo Liu, Zhichao Cao, Mengshu Hou, Yi Zhang:
Frame Counter: Achieving Accurate and Real-Time Link Estimation in Low Power Wireless Sensor Networks. IPSN 2016: 20:1-20:12 - 2015
- [j3]Hanxiang Wen, Yujun Li, Mengshu Hou:
基于SEAndroid的隐私保护机制研究 (Research on Privacy Protection Based on SEAndroid). 计算机科学 42(Z11): 329-332 (2015) - [c7]Daibo Liu, Zhichao Cao, Xiaopei Wu, Yuan He, Xiaoyu Ji, Mengshu Hou
:
Tele Adjusting: Using Path Coding and Opportunistic Forwarding for Remote Control in WSNs. ICDCS 2015: 716-725 - [c6]Daibo Liu, Mengshu Hou
, Zhichao Cao, Yuan He, Xiaoyu Ji, Xiaolong Zheng:
COF: Exploiting Concurrency for Low Power Opportunistic Forwarding. ICNP 2015: 32-42 - [c5]Daibo Liu, Xiaopei Wu, Zhichao Cao, Mingyan Liu, Yujun Li, Mengshu Hou:
CD-MAC: A contention detectable MAC for low duty-cycled wireless sensor networks. SECON 2015: 37-45 - 2014
- [c4]Daibo Liu, Zhichao Cao, Jiliang Wang, Mengshu Hou
, Yujun Li:
RxLayer: adaptive retransmission layer for low power wireless. MobiHoc 2014: 377-386 - 2013
- [j2]Mengshu Hou, Yaling Yang, Yujun Li:
Deliverability analysis of greedy routing in the spherical cap 3D sensor networks. Sci. China Inf. Sci. 56(7): 1-12 (2013) - [c3]Daibo Liu, Zhichao Cao, Jiliang Wang, Yuan He, Mengshu Hou, Yunhao Liu:
DOF: Duplicate Detectable Opportunistic Forwarding in duty-cycled wireless sensor networks. ICNP 2013: 1-10 - 2011
- [j1]Shuo Wei, Qu Hong, Mengshu Hou
:
Automatic image segmentation based on PCNN with adaptive threshold time constant. Neurocomputing 74(9): 1485-1491 (2011) - [c2]Yaling Yang, Yujun Li, Mengshu Hou:
Many-to-one deliverability of greedy routing in 2-D wireless sensor networks. INFOCOM 2011: 2777-2785 - [c1]Mengshu Hou, Zhe Wei:
Reputation Modeling for Wireless Sensor Networks. WASA 2011: 254-260
Coauthor Index

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