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ORCIDJunwei Ma
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2020 – today
- 2024
[j14]Junwei Ma, Min Zhao, Wendong Shen, Zepeng Yang, Xiaokun Yu, Shunfa Lu
:
Photovoltaic Power Prediction Based on NRS-PCC Feature Selection and Multi-Scale CNN-LSTM Network. Int. J. Web Serv. Res. 21(1): 1-15 (2024)- [i14]Junwei Ma, Valentin Thomas, Guangwei Yu, Anthony L. Caterini:
In-Context Data Distillation with TabPFN. CoRR abs/2402.06971 (2024) - [i13]Junwei Ma, Ali Mostafavi:
Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks. CoRR abs/2402.15434 (2024) - [i12]Wei Cui, Rasa Hosseinzadeh, Junwei Ma, Tongzi Wu, Yi Sui, Keyvan Golestan:
Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation. CoRR abs/2404.17489 (2024) - [i11]Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini:
Retrieval & Fine-Tuning for In-Context Tabular Models. CoRR abs/2406.05207 (2024) - [i10]Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony L. Caterini:
TabPFGen - Tabular Data Generation with TabPFN. CoRR abs/2406.05216 (2024) - [i9]Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Hamidreza Kamkari, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini:
TabDPT: Scaling Tabular Foundation Models. CoRR abs/2410.18164 (2024) - [i8]Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi:
Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning. CoRR abs/2410.19754 (2024) - 2023
- [j13]Qinglin Meng, Yan Song, Jian Mu, Yuanxu Lv, Jiachen Yang, Liang Xu, Jin Zhao, Junwei Ma, Wei Yao, Rui Wang, Maoxiang Xiao, Qingyu Meng:
Electric Power Audit Text Classification With Multi-Grained Pre-Trained Language Model. IEEE Access 11: 13510-13518 (2023) - [j12]Junwei Ma, Jie Dou:
Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard. Sensors 23(22): 9262 (2023) - 2022
- [j11]Junwei Ma, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo:
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction. Eng. Appl. Artif. Intell. 114: 105150 (2022) - [j10]Guangshun Chen, Wei Lv, Junwei Ma, Yanchun Liang:
Research and analysis of psychological data based on machine learning methods. Int. J. Wirel. Mob. Comput. 22(1): 1-8 (2022) - [j9]Muhammad Afaq Hussain, Zhanlong Chen, Ying Zheng, Muhammad Shoaib, Junwei Ma, Ijaz Ahmad, Aamir Asghar, Junaid Khan:
PS-InSAR Based Monitoring of Land Subsidence by Groundwater Extraction for Lahore Metropolitan City, Pakistan. Remote. Sens. 14(16): 3950 (2022) - [j8]Sheng Jiang, Junwei Ma, Zhiyang Liu, Haixiang Guo:
Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research. Sensors 22(20): 7814 (2022) - [j7]Junwei Ma, Sheng Jiang, Zhiyang Liu, Zhiyuan Ren, Dongze Lei, Chunhai Tan, Haixiang Guo:
Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach. Sensors 22(23): 9166 (2022) - [c13]Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu:
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval. CVPR 2022: 4996-5005 - [c12]Yang Li, Jianliang Zhang, Honglin Xue, Junwei Ma, Jian Wu, Min Zhao, Chao Han, Xiaoyan Dang:
5G Core Network Slices Embedding and Deploying Based on Greedy Algorithm in Smart Grids. ICAIT 2022: 31-35 - [c11]Junwei Ma, Qi Zhang, Min Zhao, Jianliang Zhang, Lixia Zhang, Zhefeng Wang:
Research on flexible resource access strategy based on block chain technology. ICBCT 2022: 126-130 - [c10]Honglin Xue, Junwei Ma, Jian Wu, Jing Duan, Haitao Li, Jianfeng Meng:
Research on cooperation strategy between wind power and electric vehicle aggregators based on multi-agent and Block chain. ICBCT 2022: 166-170 - [c9]Junwei Ma, Chao Yang, Shiwen Mao, Jian Zhang, Senthilkumar C. G. Periaswamy, Justin Patton:
Human Trajectory Completion with Transformers. ICC 2022: 3346-3351 - [i7]Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guang Wei Yu:
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval. CoRR abs/2203.15086 (2022) - [i6]Junwei Ma, Bo Li, Ali Mostafavi:
Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places. CoRR abs/2204.01103 (2022) - [i5]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:
Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas. CoRR abs/2205.02758 (2022) - [i4]Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi:
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes. CoRR abs/2209.09448 (2022) - 2021
- [c8]Qi Zhang, Hai Lv, Junwei Ma, Jingye Li, Jieni Zhang:
Overview of Blockchain Data Privacy Protection. BIOTC 2021: 53-58 - [c7]Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guang Wei Yu:
Weakly Supervised Action Selection Learning in Video. CVPR 2021: 7587-7596 - [i3]Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guang Wei Yu:
Weakly Supervised Action Selection Learning in Video. CoRR abs/2105.02439 (2021) - 2020
- [j6]Junwei Ma, Xiaoxu Niu, Huiming Tang, Yankun Wang, Tao Wen, Junrong Zhang:
Displacement Prediction of a Complex Landslide in the Three Gorges Reservoir Area (China) Using a Hybrid Computational Intelligence Approach. Complex. 2020: 2624547:1-2624547:15 (2020) - [j5]Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma:
Direct Interval Prediction of Landslide Displacements Using Least Squares Support Vector Machines. Complex. 2020: 7082594:1-7082594:15 (2020) - [j4]Junwei Ma, Xiaoxu Niu, Xiao Liu, Yankun Wang, Tao Wen, Junrong Zhang:
Thermal Infrared Imagery Integrated with Terrestrial Laser Scanning and Particle Tracking Velocimetry for Characterization of Landslide Model Failure. Sensors 20(1): 219 (2020) - [j3]Junrong Zhang, Huiming Tang, Tao Wen, Junwei Ma, Qinwen Tan, Ding Xia, Xiao Liu, Yongquan Zhang:
A Hybrid Landslide Displacement Prediction Method Based on CEEMD and DTW-ACO-SVR - Cases Studied in the Three Gorges Reservoir Area. Sensors 20(15): 4287 (2020) - [j2]Junwei Ma, Xiaoxu Niu, Chengren Xiong, Sha Lu, Ding Xia, Bocheng Zhang, Huiming Tang:
Experimental Investigation of the Physical Properties and Microstructure of Slate under Wetting and Drying Cycles Using Micro-CT and Ultrasonic Wave Velocity Tests. Sensors 20(17): 4853 (2020) - [c6]Wanli Ma, Junwei Ma, Qi Zhang, Honglin Xue, Yang Li, Xiaoyan Dang, Min Zhao, Jianliang Zhang, Chao Han, Jian Wu:
Attribute Revocable Data Sharing Scheme Based on Blockchain and CP-ABE. CSAE 2020: 41:1-41:7
2010 – 2019
- 2019
- [j1]Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma:
A hybrid intelligent approach for constructing landslide displacement prediction intervals. Appl. Soft Comput. 81 (2019) - [c5]Chundi Liu, Guang Wei Yu, Maksims Volkovs, Cheng Chang, Himanshu Rai, Junwei Ma, Satya Krishna Gorti:
Guided Similarity Separation for Image Retrieval. NeurIPS 2019: 1554-1564 - [i2]Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guang Wei Yu, Maksims Volkovs:
Semi-Supervised Exploration in Image Retrieval. CoRR abs/1906.04944 (2019) - [i1]Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guang Wei Yu:
Cross-Class Relevance Learning for Temporal Concept Localization. CoRR abs/1911.08548 (2019) - 2017
- [c4]Junwei Ma, Han Yuan, Sridhar Sunderam, Walter G. Besio, Lei Ding:
Computation of Surface Laplacian for tri-polar ring electrodes on high-density realistic geometry head model. EMBC 2017: 3616-3619 - 2013
- [c3]Shao Jie Zhang, Jun Sun, Chengnian Sun, Yang Liu, Junwei Ma, Jin Song Dong:
Constraint-based automatic symmetry detection. ASE 2013: 15-25 - 2012
- [c2]Feng Ran, Hailang Huang, Junwei Ma, Meihua Xu:
Analysis of Information Encryption on Electric Communication Network. AsiaSim (2) 2012: 143-150
2000 – 2009
- 2009
- [c1]Junwei Ma, Wenqi Liu, Hong Gu:
Predicting protein subcellular locations for Gram-negative bacteria using neural networks ensemble. CIBCB 2009: 114-120
Coauthor Index
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