Junwei Ma

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 35

Top Topics

Image Retrieval

Weakly Supervised

Top Venues

Publications

Junwei Ma, Valentin Thomas, Guangwei Yu, Anthony L. Caterini
In-Context Data Distillation with TabPFN. CoRR (2024)
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 (2024)
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 (2024)
Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony L. Caterini
TabPFGen - Tabular Data Generation with TabPFN. CoRR (2024)
Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini
Retrieval & Fine-Tuning for In-Context Tabular Models. CoRR (2024)
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 (2023)
Junwei Ma, Jie Dou
Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard. Sensors 23 (22) (2023)
Sheng Jiang, Junwei Ma, Zhiyang Liu, Haixiang Guo
Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research. Sensors 22 (20) (2022)
Junwei Ma, Chao Yang, Shiwen Mao, Jian Zhang, Senthilkumar C. G. Periaswamy, Justin Patton
Human Trajectory Completion with Transformers. ICC (2022)
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 (2022)
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 (2022)
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)
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)
Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes. CoRR (2022)
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) (2022)
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) (2022)
Junwei Ma, Bo Li, Ali Mostafavi
Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places. CoRR (2022)
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)
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)
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 (2022)
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) (2022)
Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guang Wei Yu
Weakly Supervised Action Selection Learning in Video. CoRR (2021)
Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guang Wei Yu
Weakly Supervised Action Selection Learning in Video. CVPR (2021)
Qi Zhang, Hai Lv, Junwei Ma, Jingye Li, Jieni Zhang
Overview of Blockchain Data Privacy Protection. BIOTC (2021)
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) (2020)
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)
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 (2020)
Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma
Direct Interval Prediction of Landslide Displacements Using Least Squares Support Vector Machines. Complex. 2020 (2020)
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) (2020)
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) (2020)
Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guang Wei Yu
Cross-Class Relevance Learning for Temporal Concept Localization. CoRR (2019)
Chundi Liu, Guang Wei Yu, Maksims Volkovs, Cheng Chang, Himanshu Rai, Junwei Ma, Satya Krishna Gorti
Guided Similarity Separation for Image Retrieval. NeurIPS (2019)
Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guang Wei Yu, Maksims Volkovs
Semi-Supervised Exploration in Image Retrieval. CoRR (2019)
Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma
A hybrid intelligent approach for constructing landslide displacement prediction intervals. Appl. Soft Comput. 81 (2019)
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)
Shao Jie Zhang, Jun Sun, Chengnian Sun, Yang Liu, Junwei Ma, Jin Song Dong
Constraint-based automatic symmetry detection. ASE (2013)
Feng Ran, Hailang Huang, Junwei Ma, Meihua Xu
Analysis of Information Encryption on Electric Communication Network. AsiaSim (2) (2012)
Junwei Ma, Wenqi Liu, Hong Gu
Predicting protein subcellular locations for Gram-negative bacteria using neural networks ensemble. CIBCB (2009)