Junwei Ma - RankMe

60 papers A* 5B 1C 1Journal 44Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Scale feature embedding framework using grouped and parametric convolutions for efficient time series imputation. Knowl. Based Syst. Ruochen Liu, Mingxin Teng, Junwei Ma, Kai Wu
2026	J	`jnl`	DisastQA: A Comprehensive Benchmark for Evaluating Question Answering in Disaster Management. CoRR Zhitong Chen, Kai Yin, Xiangjue Dong, Chengkai Liu, Xiangpeng Li, Yiming Xiao, Bo Li, Junwei Ma, Ali Mostafavi, James Caverlee
2026	J	`jnl`	Physics-constrained deep symbolic regression for efficient design of aerial building machine. Adv. Eng. Informatics Jiaqi Wang, Limao Zhang, Junwei Ma
2026	J	`jnl`	Physics-guided deep learning for dynamic safety risk assessment of aerial building machine under extreme environment. Adv. Eng. Informatics Limao Zhang, Junwei Ma, Jiaqi Wang
2025	J	`jnl`	A Parametric Framework for Anticipatory Flashflood Warning: Integrating Landscape Vulnerability with Precipitation Forecasts. CoRR Xiangpeng Li, Junwei Ma, Samuel D. Brody, Ali Mostafavi
2025	J	`jnl`	AI Meets Natural Hazard Risk: A Nationwide Vulnerability Assessment of Data Centers to Natural Hazards and Power Outages. CoRR Miguel Esparza, Bo Li, Junwei Ma, Ali Mostafavi
2025	J	`jnl`	Anatomy of a Historic Blackout: Decoding Spatiotemporal Dynamics of Power Outages and Disparities During Hurricane Beryl. CoRR Xiangpeng Li, Junwei Ma, Ali Mostafavi
2025	J	`jnl`	Attributed network embedding model for exposing COVID-19 spread trajectory archetypes. Int. J. Data Sci. Anal. Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi
2025	J	`jnl`	CausalPFN: Amortized Causal Effect Estimation via In-Context Learning. CoRR Vahid Balazadeh Meresht, Hamidreza Kamkari, Valentin Thomas, Benson Li, Junwei Ma, Jesse C. Cresswell, Rahul G. Krishnan
2025	J	`jnl`	Construction of health status recognition and prediction model for power communication equipment based on TFIDF-COS. Energy Inform. Jianliang Zhang, Yang Li, Junwei Ma, Xiaowei Hao, Chengpeng Yang, Meiru Huo, Sheng Bi, Zhifang Wen
2025	J	`jnl`	Differential Privacy Integrated Federated Learning for Power Systems: An Explainability-Driven Approach. Comput. Mater. Continua Zekun Liu, Junwei Ma, Xin Gong, Xiu Liu, Bingbing Liu, Long An
2025	J	`jnl`	Disaster Management in the Era of Agentic AI Systems: A Vision for Collective Human-Machine Intelligence for Augmented Resilience. CoRR Bo Li, Junwei Ma, Kai Yin, Yiming Xiao, Chia-Wei Hsu, Ali Mostafavi
2025	J	`jnl`	Generalization Can Emerge in Tabular Foundation Models From a Single Table. CoRR Junwei Ma, Nour Shaheen, Alex Labach, Amine Mhedhbi, Frank Hutter, Anthony L. Caterini, Valentin Thomas
2025	J	`jnl`	Quantifying Functional Criticality of Lifelines Through Mobility-Derived Population-Facility Dependence for Human-Centered Resilience. CoRR Junwei Ma, Bo Li, Xiangpeng Li, Chenyue Liu, Ali Mostafavi
2025	J	`jnl`	Quantifying the Social Costs of Power Outages and Restoration Disparities Across Four U.S. Hurricanes. CoRR Xiangpeng Li, Junwei Ma, Bo Li, Ali Mostafavi
2025	B	`conf`	Variable Range-based Interaction Preference Multi-objective Optimization Algorithm through Objective Decomposition. CEC Junwei Ma, Jianxia Li, Ruochen Liu, Jianyong Zhai, Li Gao
2024	J	`jnl`	A composition-decomposition based federated learning. Complex Intell. Syst. Chaoli Sun, Xiaojun Wang, Junwei Ma, Gang Xie
2024	J	`jnl`	Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks. CoRR Junwei Ma, Ali Mostafavi
2024	—	`conf`	Electro-Magnetic Field Study on Skin Effect Suppression of Metal/Ferromagnet Superlattice Conductors. ICTA Wei Shen, Longsheng Fang, Lin Zhu, Chun-Chao Chen, Ming Li, Yan Luo, Junwei Ma, Tao Hang
2024	J	`jnl`	Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning. CoRR Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi
2024	J	`jnl`	In-Context Data Distillation with TabPFN. CoRR Junwei Ma, Valentin Thomas, Guangwei Yu, Anthony L. Caterini
2024	J	`jnl`	Photovoltaic Power Prediction Based on NRS-PCC Feature Selection and Multi-Scale CNN-LSTM Network. Int. J. Web Serv. Res. Junwei Ma, Min Zhao, Wendong Shen, Zepeng Yang, Xiaokun Yu, Shunfa Lu
2024	A*	`conf`	Retrieval & Fine-Tuning for In-Context Tabular Models. NeurIPS Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini
2024	J	`jnl`	Retrieval & Fine-Tuning for In-Context Tabular Models. CoRR Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini
2024	J	`jnl`	TabDPT: Scaling Tabular Foundation Models. CoRR Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Hamidreza Kamkari, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini
2024	J	`jnl`	TabPFGen - Tabular Data Generation with TabPFN. CoRR Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony L. Caterini
2024	J	`jnl`	Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation. CoRR Wei Cui, Rasa Hosseinzadeh, Junwei Ma, Tongzi Wu, Yi Sui, Keyvan Golestan
2023	J	`jnl`	Electric Power Audit Text Classification With Multi-Grained Pre-Trained Language Model. IEEE Access Qinglin Meng, Yan Song, Jian Mu, Yuanxu Lv, Jiachen Yang, Liang Xu, Jin Zhao, Junwei Ma, Wei Yao, Rui Wang, Maoxiang Xiao, Qingyu Meng
2023	J	`jnl`	Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard. Sensors Junwei Ma, Jie Dou
2022	—	`conf`	5G Core Network Slices Embedding and Deploying Based on Greedy Algorithm in Smart Grids. ICAIT Yang Li, Jianliang Zhang, Honglin Xue, Junwei Ma, Jian Wu, Min Zhao, Chao Han, Xiaoyan Dang
2022	J	`jnl`	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. Junwei Ma, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo
2022	J	`jnl`	Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes. CoRR Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi
2022	J	`jnl`	Characterizing Urban Lifestyle Signatures Using Motif Properties in Network of Places. CoRR Junwei Ma, Bo Li, Ali Mostafavi
2022	—	`conf`	Human Trajectory Completion with Transformers. ICC Junwei Ma, Chao Yang, Shiwen Mao, Jian Zhang, Senthilkumar C. G. Periaswamy, Justin Patton
2022	J	`jnl`	Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach. Sensors Junwei Ma, Sheng Jiang, Zhiyang Liu, Zhiyuan Ren, Dongze Lei, Chunhai Tan, Haixiang Guo
2022	J	`jnl`	PS-InSAR Based Monitoring of Land Subsidence by Groundwater Extraction for Lahore Metropolitan City, Pakistan. Remote. Sens. Muhammad Afaq Hussain, Zhanlong Chen, Ying Zheng, Muhammad Shoaib, Junwei Ma, Ijaz Ahmad, Aamir Asghar, Junaid Khan
2022	J	`jnl`	Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas. CoRR 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
2022	J	`jnl`	Research and analysis of psychological data based on machine learning methods. Int. J. Wirel. Mob. Comput. Guangshun Chen, Wei Lv, Junwei Ma, Yanchun Liang
2022	—	`conf`	Research on cooperation strategy between wind power and electric vehicle aggregators based on multi-agent and Block chain. ICBCT Honglin Xue, Junwei Ma, Jian Wu, Jing Duan, Haitao Li, Jianfeng Meng
2022	—	`conf`	Research on flexible resource access strategy based on block chain technology. ICBCT Junwei Ma, Qi Zhang, Min Zhao, Jianliang Zhang, Lixia Zhang, Zhefeng Wang
2022	J	`jnl`	Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research. Sensors Sheng Jiang, Junwei Ma, Zhiyang Liu, Haixiang Guo
2022	A*	`conf`	X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval. CVPR Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu
2022	J	`jnl`	X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval. CoRR Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu
2021	—	`conf`	Overview of Blockchain Data Privacy Protection. BIOTC Qi Zhang, Hai Lv, Junwei Ma, Jingye Li, Jieni Zhang
2021	A*	`conf`	Weakly Supervised Action Selection Learning in Video. CVPR Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu
2021	J	`jnl`	Weakly Supervised Action Selection Learning in Video. CoRR Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu
2020	J	`jnl`	A Hybrid Landslide Displacement Prediction Method Based on CEEMD and DTW-ACO-SVR - Cases Studied in the Three Gorges Reservoir Area. Sensors Junrong Zhang, Huiming Tang, Tao Wen, Junwei Ma, Qinwen Tan, Ding Xia, Xiao Liu, Yongquan Zhang
2020	—	`conf`	Attribute Revocable Data Sharing Scheme Based on Blockchain and CP-ABE. CSAE Wanli Ma, Junwei Ma, Qi Zhang, Honglin Xue, Yang Li, Xiaoyan Dang, Min Zhao, Jianliang Zhang, Chao Han, Jian Wu
2020	J	`jnl`	Direct Interval Prediction of Landslide Displacements Using Least Squares Support Vector Machines. Complex. Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma
2020	J	`jnl`	Displacement Prediction of a Complex Landslide in the Three Gorges Reservoir Area (China) Using a Hybrid Computational Intelligence Approach. Complex. Junwei Ma, Xiaoxu Niu, Huiming Tang, Yankun Wang, Tao Wen, Junrong Zhang
2020	J	`jnl`	Experimental Investigation of the Physical Properties and Microstructure of Slate under Wetting and Drying Cycles Using Micro-CT and Ultrasonic Wave Velocity Tests. Sensors Junwei Ma, Xiaoxu Niu, Chengren Xiong, Sha Lu, Ding Xia, Bocheng Zhang, Huiming Tang
2020	J	`jnl`	Thermal Infrared Imagery Integrated with Terrestrial Laser Scanning and Particle Tracking Velocimetry for Characterization of Landslide Model Failure. Sensors Junwei Ma, Xiaoxu Niu, Xiao Liu, Yankun Wang, Tao Wen, Junrong Zhang
2019	J	`jnl`	A hybrid intelligent approach for constructing landslide displacement prediction intervals. Appl. Soft Comput. Yankun Wang, Huiming Tang, Tao Wen, Junwei Ma
2019	J	`jnl`	Cross-Class Relevance Learning for Temporal Concept Localization. CoRR Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guangwei Yu
2019	A*	`conf`	Guided Similarity Separation for Image Retrieval. NeurIPS Chundi Liu, Guangwei Yu, Maksims Volkovs, Cheng Chang, Himanshu Rai, Junwei Ma, Satya Krishna Gorti
2019	J	`jnl`	Semi-Supervised Exploration in Image Retrieval. CoRR Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guangwei Yu, Maksims Volkovs
2017	—	`conf`	Computation of Surface Laplacian for tri-polar ring electrodes on high-density realistic geometry head model. EMBC Junwei Ma, Han Yuan, Sridhar Sunderam, Walter G. Besio, Lei Ding
2013	A*	`conf`	Constraint-based automatic symmetry detection. ASE Shao Jie Zhang, Jun Sun, Chengnian Sun, Yang Liu, Junwei Ma, Jin Song Dong
2012	—	`conf`	Analysis of Information Encryption on Electric Communication Network. AsiaSim (2) Feng Ran, Hailang Huang, Junwei Ma, Meihua Xu
2009	C	`conf`	Predicting protein subcellular locations for Gram-negative bacteria using neural networks ensemble. CIBCB Junwei Ma, Wenqi Liu, Hong Gu