Junwei Ma

According to our database, Junwei Ma authored at least 40 papers between 2009 and 2024.

Collaborative distances:

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

2024

Photovoltaic Power Prediction Based on NRS-PCC Feature Selection and Multi-Scale CNN-LSTM Network.

Junwei Ma, Min Zhao, Wendong Shen, Zepeng Yang, Xiaokun Yu, Shunfa Lu

Int. J. Web Serv. Res., 2024

Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning.

Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi

CoRR, 2024

TabDPT: Scaling Tabular Foundation Models.

Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Hamidreza Kamkari, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini

CoRR, 2024

TabPFGen - Tabular Data Generation with TabPFN.

Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony L. Caterini

CoRR, 2024

Retrieval & Fine-Tuning for In-Context Tabular Models.

Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini

CoRR, 2024

Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation.

Wei Cui, Rasa Hosseinzadeh, Junwei Ma, Tongzi Wu, Yi Sui, Keyvan Golestan

CoRR, 2024

Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks.

Junwei Ma, Ali Mostafavi

CoRR, 2024

In-Context Data Distillation with TabPFN.

Junwei Ma, Valentin Thomas, Guangwei Yu, Anthony L. Caterini

CoRR, 2024

2023

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard.

Junwei Ma, Jie Dou

Sensors, November, 2023

Electric Power Audit Text Classification With Multi-Grained Pre-Trained Language Model.

Qinglin Meng, Yan Song, Jian Mu, Yuanxu Lv, Jiachen Yang, Liang Xu, Jin Zhao, Junwei Ma, Wei Yao, Rui Wang, Maoxiang Xiao, Qingyu Meng

IEEE Access, 2023

2022

Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach.

Junwei Ma, Sheng Jiang, Zhiyang Liu, Zhiyuan Ren, Dongze Lei, Chunhai Tan, Haixiang Guo

Sensors, 2022

Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research.

Sheng Jiang, Junwei Ma, Zhiyang Liu, Haixiang Guo

Sensors, 2022

PS-InSAR Based Monitoring of Land Subsidence by Groundwater Extraction for Lahore Metropolitan City, Pakistan.

Muhammad Afaq Hussain, Zhanlong Chen, Ying Zheng, Muhammad Shoaib, Junwei Ma, Ijaz Ahmad, Aamir Asghar, Junaid Khan

Remote. Sens., 2022

Research and analysis of psychological data based on machine learning methods.

Guangshun Chen, Wei Lv, Junwei Ma, Yanchun Liang

Int. J. Wirel. Mob. Comput., 2022

A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction.

Junwei Ma, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo

Eng. Appl. Artif. Intell., 2022

Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes.

Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi

CoRR, 2022

Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas.

Cheng-Chun Lee, Akhil Rajput, Chia-Wei Hsu, Chao Fan, Faxi Yuan, Shangjia Dong, Amir Esmalian, Hamed Farahmand, Flavia Ioana Patrascu, Chia-Fu Liu, Bo Li, Junwei Ma, Ali Mostafavi

CoRR, 2022

Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places.

Junwei Ma, Bo Li, Ali Mostafavi

CoRR, 2022

X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval.

Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guang Wei Yu

CoRR, 2022

Human Trajectory Completion with Transformers.

Junwei Ma, Chao Yang, Shiwen Mao, Jian Zhang, Senthilkumar C. G. Periaswamy, Justin Patton

Proceedings of the IEEE International Conference on Communications, 2022

Research on cooperation strategy between wind power and electric vehicle aggregators based on multi-agent and Block chain.

Honglin Xue, Junwei Ma, Jian Wu, Jing Duan, Haitao Li, Jianfeng Meng

Proceedings of the ICBCT'22: The 4th International Conference on Blockchain Technology, Shanghai, China, March 25, 2022

Research on flexible resource access strategy based on block chain technology.

Junwei Ma, Qi Zhang, Min Zhao, Jianliang Zhang, Lixia Zhang, Zhefeng Wang

Proceedings of the ICBCT'22: The 4th International Conference on Blockchain Technology, Shanghai, China, March 25, 2022

5G Core Network Slices Embedding and Deploying Based on Greedy Algorithm in Smart Grids.

Yang Li, Jianliang Zhang, Honglin Xue, Junwei Ma, Jian Wu, Min Zhao, Chao Han, Xiaoyan Dang

Proceedings of the 14th IEEE International Conference on Advanced Infocomm Technology, 2022

X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval.

Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Weakly Supervised Action Selection Learning in Video.

Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guang Wei Yu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Overview of Blockchain Data Privacy Protection.

Qi Zhang, Hai Lv, Junwei Ma, Jingye Li, Jieni Zhang

Proceedings of the BIOTC 2021: The 3rd Blockchain and Internet of Things Conference, Ho Chi Minh City, Vietnam, July 8, 2021

2020

A Hybrid Landslide Displacement Prediction Method Based on CEEMD and DTW-ACO-SVR - Cases Studied in the Three Gorges Reservoir Area.

Junrong Zhang, Huiming Tang, Tao Wen, Junwei Ma, Qinwen Tan, Ding Xia, Xiao Liu, Yongquan Zhang

Sensors, 2020

Experimental Investigation of the Physical Properties and Microstructure of Slate under Wetting and Drying Cycles Using Micro-CT and Ultrasonic Wave Velocity Tests.

Junwei Ma, Xiaoxu Niu, Chengren Xiong, Sha Lu, Ding Xia, Bocheng Zhang, Huiming Tang

Sensors, 2020

Thermal Infrared Imagery Integrated with Terrestrial Laser Scanning and Particle Tracking Velocimetry for Characterization of Landslide Model Failure.

Junwei Ma, Xiaoxu Niu, Xiao Liu, Yankun Wang, Tao Wen, Junrong Zhang

Sensors, 2020

Direct Interval Prediction of Landslide Displacements Using Least Squares Support Vector Machines.

Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma

Complex., 2020

Displacement Prediction of a Complex Landslide in the Three Gorges Reservoir Area (China) Using a Hybrid Computational Intelligence Approach.

Junwei Ma, Xiaoxu Niu, Huiming Tang, Yankun Wang, Tao Wen, Junrong Zhang

Complex., 2020

Attribute Revocable Data Sharing Scheme Based on Blockchain and CP-ABE.

Wanli Ma, Junwei Ma, Qi Zhang, Honglin Xue, Yang Li, Xiaoyan Dang, Min Zhao, Jianliang Zhang, Chao Han, Jian Wu

Proceedings of the CSAE 2020: The 4th International Conference on Computer Science and Application Engineering, 2020

2019

Cross-Class Relevance Learning for Temporal Concept Localization.

Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guang Wei Yu

CoRR, 2019

Semi-Supervised Exploration in Image Retrieval.

Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guang Wei Yu, Maksims Volkovs

CoRR, 2019

A hybrid intelligent approach for constructing landslide displacement prediction intervals.

Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma

Appl. Soft Comput., 2019

Guided Similarity Separation for Image Retrieval.

Chundi Liu, Guang Wei Yu, Maksims Volkovs, Cheng Chang, Himanshu Rai, Junwei Ma, Satya Krishna Gorti

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

Computation of Surface Laplacian for tri-polar ring electrodes on high-density realistic geometry head model.

Junwei Ma, Han Yuan, Sridhar Sunderam, Walter G. Besio, Lei Ding

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2013

Constraint-based automatic symmetry detection.

Shao Jie Zhang, Jun Sun, Chengnian Sun, Yang Liu, Junwei Ma, Jin Song Dong

Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

2012

Analysis of Information Encryption on Electric Communication Network.

Feng Ran, Hailang Huang, Junwei Ma, Meihua Xu

Proceedings of the AsiaSim 2012, 2012

2009

Predicting protein subcellular locations for Gram-negative bacteria using neural networks ensemble.

Junwei Ma, Wenqi Liu, Hong Gu

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009