Junming Liu

According to our database, Junming Liu authored at least 41 papers between 2007 and 2024.

Collaborative distances:

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

2024

SeMalBERT: Semantic-based malware detection with bidirectional encoder representations from transformers.

Junming Liu, Yuntao Zhao, Yongxin Feng, Yutao Hu, Xiangyu Ma

J. Inf. Secur. Appl., February, 2024

Spatiotemporal Data Fusion of Index-Based VTCI Using Sentinel-2 and -3 Satellite Data for Field-Scale Drought Monitoring.

Yue Zhang, Pengxin Wang, Kevin Tansey, Mingqi Li, Fengwei Guo, Junming Liu, Shuyu Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

2023

A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables.

Jie Wang, Pengxin Wang, Huiren Tian, Kevin Tansey, Junming Liu, Wenting Quan

Comput. Electron. Agric., March, 2023

Enhanced Feature Extraction From Assimilated VTCI and LAI With a Particle Filter for Wheat Yield Estimation Using Cross-Wavelet Transform.

Yue Zhang, Pengxin Wang, Kevin Tansey, Dong Han, Chi Chen, Junming Liu, Hongmei Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

How ChatGPT is Solving Vulnerability Management Problem.

Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang

CoRR, 2023

Data-driven Friction Compensation Depending on Modified Disturbance Observer for Ball screw Feed-drive System.

Junming Liu, Weigui Zhang, Guibao Tao, Tao Huang

Proceedings of the International Conference on Robotics, Control and Vision Engineering, 2023

Fashion in Live Streaming E-Commerce: The Effects of Visceral and Behavioral Design on Product Sales.

Shiyu Wang, Yunhui Wang, Junming Liu, Yijun Wang

Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023

2022

Combining Sentinel-1 and -3 Imagery for Retrievals of Regional Multitemporal Biophysical Parameters Under a Deep Learning Framework.

Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Shuyu Zhang, Hongmei Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Developing a Dual-Stream Deep-Learning Neural Network Model for Improving County-Level Winter Wheat Yield Estimates in China.

Hai Huang, Jianxi Huang, Quanlong Feng, Junming Liu, Xuecao Li, Xinlei Wang, Quandi Niu

Remote. Sens., 2022

Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design.

Junming Liu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Can Chen

INFORMS J. Comput., 2022

Integrating an attention-based deep learning framework and the SAFY-V model for winter wheat yield estimation using time series SAR and optical data.

Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Huiren Tian, Shuyu Zhang

Comput. Electron. Agric., 2022

The Sales Impact of Storytelling in Live Streaming E-Commerce.

Yunhui Wang, Junming Liu, Yulin Fang

Proceedings of the 43rd International Conference on Information Systems, 2022

Visual Communication and Fashion Popularity Contagion in Social Networks.

Xiang Li, Yunhui Wang, Junming Liu, Hui Xiong

Proceedings of the 43rd International Conference on Information Systems, 2022

2021

Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network.

Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv

IEEE Trans. Intell. Transp. Syst., 2021

Development of a Targeted Recommendation Model for Earthquake Risk Prevention in the Whole Disaster Chain.

Xiaohui Su, Keyu Ming, Xiaodong Zhang, Junming Liu, Da Lei

J. Inf. Process. Syst., 2021

Investigation of the Expression Method of Theme-Typhoon Disaster Information.

Cong Xiao, Xiaodong Zhang, Ziyao Xing, Keke Han, Zhe Liu, Junming Liu

ISPRS Int. J. Geo Inf., 2021

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.

Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong

Proceedings of the WWW '21: The Web Conference 2021, 2021

Storytelling in E-marketplace Live Streaming: The Effects of Narrative Content and Delivery on Sales Performance.

Yunhui Wang, Junming Liu, Yulin Fang

Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

2020

Gearbox fault diagnosis using data fusion based on self-organizing map neural network.

Zhang Qiang, Gu Jieying, Junming Liu, Tian Ying, Shilei Zhang

Int. J. Distributed Sens. Networks, 2020

2019

Spatiotemporal Change Analysis of Earthquake Emergency Information Based on Microblog Data: A Case Study of the "8.8" Jiuzhaigou Earthquake.

Ziyao Xing, Xiaohui Su, Junming Liu, Wei Su, Xiaodong Zhang

ISPRS Int. J. Geo Inf., 2019

Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.

Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis.

Yanjie Fu, Junming Liu, Xiaolin Li, Hui Xiong

ACM Trans. Intell. Syst. Technol., 2018

Implicit Semantics Based Metadata Extraction and Matching of Scholarly Documents.

Congfeng Jiang, Junming Liu, Dongyang Ou, Yumei Wang, Lifeng Yu

J. Database Manag., 2018

Coordinating supplier selection and project scheduling in resource-constrained construction supply chains.

Weiwei Chen, Lei Lei, Zhengwei Wang, Mingfei Teng, Junming Liu

Int. J. Prod. Res., 2018

PARDA: A Dataset for Scholarly PDF Document Metadata Extraction Evaluation.

Tiantian Fan, Junming Liu, Yeliang Qiu, Congfeng Jiang, Jilin Zhang, Wei Zhang, Jian Wan

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

2017

Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.

Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.

Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks.

Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Strategic Payment Routing in Financial Credit Networks.

Frank Cheng, Junming Liu, Kareem Amin, Michael P. Wellman

Proceedings of the 2016 ACM Conference on Economics and Computation, 2016

Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.

Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective.

Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Exploiting Human Mobility Patterns for Gas Station Site Selection.

Hongting Niu, Junming Liu, Yanjie Fu, Yanchi Liu, Bo Lang

Proceedings of the Database Systems for Advanced Applications, 2016

2015

Multi-source Information Fusion for Personalized Restaurant Recommendation.

Jing Sun, Yun Xiong, Yangyong Zhu, Junming Liu, Chu Guan, Hui Xiong

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Station Site Optimization in Bike Sharing Systems.

Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

A cost-effective recommender system for taxi drivers.

Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Strategy-Proof Online Auction with Time Discounting Values.

Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST-ACRM model with Ensemble Kalman Filter.

Hongyuan Ma, Jianxi Huang, Dehai Zhu, Junming Liu, Wei Su, Chao Zhang, Jinlong Fan

Math. Comput. Model., 2013

2012

The Estimation of Tree Height Based on LiDAR Data and QuickBird Imagery.

Wei Su, Rui Liu, Ting Liu, Jianxi Huang, Xiaodong Zhang, Junming Liu

Proceedings of the Computer and Computing Technologies in Agriculture VI, 2012

Application of the ARIMA Models in Drought Forecasting Using the Standardized Precipitation Index.

Ping Han, Pengxin Wang, Miao Tian, Shuyu Zhang, Junming Liu, Dehai Zhu

Proceedings of the Computer and Computing Technologies in Agriculture VI, 2012

2010

Reconstructing Vegetation Temperature Condition Index Based on the Savitzky-Golay Filter.

Manman Li, Junming Liu

Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010

2007

An airborne multi-angle power line inspection system.

Guangjian Yan, Junfa Wang, Qiang Liu, Lin Su, Pengxin Wang, Junming Liu, Wuming Zhang, Zhiqiang Xiao

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007