Mengjia Xu - RankMe

43 papers A* 1C 3Journal 37Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An AI-enabled tool for quantifying overlapping red blood cell sickling dynamics in microfluidic assays. CoRR Nikhil Kadivar, Guansheng Li, Jianlu Zheng, John M. Higgins, Ming Dao, George Em Karniadakis, Mengjia Xu
2026	J	`jnl`	Automatic classification of circulating blood cell clusters based on multi-channel flow cytometry imaging. Eng. Appl. Artif. Intell. Suqiang Ma, Subhadeep Sengupta, Yao Lee, Beikang Gu, Xianyan Chen, Xianqiao Wang, Yang Liu, Mengjia Xu, Galit H. Frydman, He Li
2026	J	`jnl`	Forecasting Continuum Intensity for Solar Active Region Emergence Prediction using Transformers. CoRR Jonas Tirona, Sarang Patil, Spiridon Kasapis, Eren Dogan, John T. Stefan, Irina N. Kitiashvili, Alexander G. Kosovichev, Mengjia Xu
2026	J	`jnl`	Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings. Trans. Mach. Learn. Res. Sarang Patil, Ashish Parmanand Pandey, Ioannis Koutis, Mengjia Xu
2026	J	`jnl`	SolARED: Solar Active Region Emergence Dataset for Machine Learning Aided Predictions. CoRR Spiridon Kasapis, Eren Dogan, Irina N. Kitiashvili, Alexander G. Kosovichev, John T. Stefan, Jake D. Butler, Jonas Tirona, Sarang Patil, Mengjia Xu
2025	J	`jnl`	Arcee: Differentiable Recurrent State Chain for Generative Vision Modeling with Mamba SSMs. CoRR Jitesh Chavan, Rohit Lal, Anand Kamat, Mengjia Xu
2025	J	`jnl`	Automatic Classification of Circulating Blood Cell Clusters based on Multi-channel Flow Cytometry Imaging. CoRR Suqiang Ma, Subhadeep Sengupta, Yao Lee, Beikang Gu, Xianyan Chen, Xianqiao Wang, Yang Liu, Mengjia Xu, Galit H. Frydman, He Li
2025	J	`jnl`	BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation. CoRR Yiran Huang, Amirhossein Nouranizadeh, Christine Ahrends, Mengjia Xu
2025	J	`jnl`	Development of an ensemble prediction model for acute graft-versus-host disease in allogeneic transplantation based on machine learning. BMC Medical Informatics Decis. Mak. Lin Song, Xingwei Wu, Mengjia Xu, Ling Xue, Xun Yu, Zongqi Cheng, Chenrong Huang, Liyan Miao
2025	J	`jnl`	Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories. IEEE J. Biomed. Health Informatics Hugo Ramirez, Davide Tabarelli, Arianna Brancaccio, Paolo Belardinelli, Elisabeth B. Marsh, Michael Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis
2025	J	`jnl`	Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings. CoRR Sarang Patil, Ashish Parmanand Pandey, Ioannis Koutis, Mengjia Xu
2025	J	`jnl`	Hyperbolic Large Language Models. CoRR Sarang Patil, Zeyong Zhang, Yiran Huang, Tengfei Ma, Mengjia Xu
2025	J	`jnl`	Quantum Cognition Machine Learning for Forecasting Chromosomal Instability. CoRR Giuseppe Di Caro, Vahagn Kirakosyan, Alexander G. Abanov, Luca Candelori, Nadine Hartmann, Ernest T. Lam, Kharen Musaelian, Ryan Samson, Dario Villani, Martin T. Wells, Richard J. Wenstrup, Mengjia Xu
2025	J	`jnl`	Quantum Geometry of Data. CoRR Alexander G. Abanov, Luca Candelori, Harold C. Steinacker, Martin T. Wells, Jerome R. Busemeyer, Cameron J. Hogan, Vahagn Kirakosyan, Nicola Marzari, Sunil Pinnamaneni, Dario Villani, Mengjia Xu, Kharen Musaelian
2025	J	`jnl`	RGE-GCN: Recursive Gene Elimination with Graph Convolutional Networks for RNA-seq based Early Cancer Detection. CoRR Shreyas Shende, Varsha Narayanan, Vishal Fenn, Yiran Huang, Dincer Goksuluk, Gaurav Choudhary, Melih Agraz, Mengjia Xu
2024	J	`jnl`	A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers. CoRR Ashish Parmanand Pandey, Alan John Varghese, Sarang Patil, Mengjia Xu
2024	J	`jnl`	DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs. IEEE Trans. Neural Networks Learn. Syst. Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis
2024	J	`jnl`	Hierarchical contrastive learning and color standardization for single image sand-dust removal. Pattern Anal. Appl. Yazhong Si, Mengjia Xu, Fan Yang
2024	J	`jnl`	Hyperbolic Graph Embedding of MEG Brain Networks to Study Brain Alterations in Individuals With Subjective Cognitive Decline. IEEE J. Biomed. Health Informatics Cole Baker, Isabel Suárez-Méndez, Grace Smith, Elisabeth B. Marsh, Michael Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis
2024	J	`jnl`	Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning. CoRR Luca Candelori, Alexander G. Abanov, Jeffrey Berger, Cameron J. Hogan, Vahagn Kirakosyan, Kharen Musaelian, Ryan Samson, James E. T. Smith, Dario Villani, Martin T. Wells, Mengjia Xu
2024	J	`jnl`	TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers. Neural Networks Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis
2023	J	`jnl`	Norm-based Generalization Bounds for Compositionally Sparse Neural Networks. CoRR Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio
2023	A*	`conf`	Norm-based Generalization Bounds for Sparse Neural Networks. NeurIPS Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio
2023	J	`jnl`	TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers. CoRR Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis
2022	J	`jnl`	Scalable algorithms for physics-informed neural and graph networks. CoRR Khemraj Shukla, Mengjia Xu, Nathaniel Trask, George Em Karniadakis
2021	J	`jnl`	A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks. IEEE Trans. Biomed. Eng. Mengjia Xu, David López-Sanz, Pilar Garcés, Fernando Maestú, Quanzheng Li, Dimitrios Pantazis
2021	J	`jnl`	AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images. CoRR Qian Zhang, Konstantina Sampani, Mengjia Xu, Shengze Cai, Yixiang Deng, He Li, Jennifer K. Sun, George Em Karniadakis
2021	J	`jnl`	DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs. CoRR Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis
2021	J	`jnl`	Understanding Graph Embedding Methods and Their Applications. SIAM Rev. Mengjia Xu
2020	J	`jnl`	A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression with MEG Brain Networks. CoRR Mengjia Xu, David López-Sanz, Pilar Garcés, Fernando Maestú, Quanzheng Li, Dimitrios Pantazis
2020	J	`jnl`	A new Graph Gaussian embedding method for analyzing the effects of cognitive training. PLoS Comput. Biol. Mengjia Xu, Zhijiang Wang, Haifeng Zhang, Dimitrios Pantazis, Huali Wang, Quanzheng Li
2020	J	`jnl`	Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease. IEEE J. Biomed. Health Informatics Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li
2020	—	`conf`	Multi-label Detection and Classification of Red Blood Cells in Microscopic Images. IEEE BigData Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li
2020	J	`jnl`	Understanding graph embedding methods and their applications. CoRR Mengjia Xu
2019	J	`jnl`	Multi-label Detection and Classification of Red Blood Cells in Microscopic Images. CoRR Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li
2019	C	`conf`	NPP-Based Evaluation of Ecological Assets in China's Ecological Conservation Redline Area. IGARSS Mengjia Xu, Yan Wang, Changxin Zou, Dong Liu
2019	C	`conf`	Present Vertical Crustal Movement in North Segment Of North-South Tectonic Belt Derived From GNSS. IGARSS Jing Wang, Mengjia Xu, Heqing Ma, Shiyang Liu, Xinyan Li
2018	C	`conf`	Dynamic Changes of the Alpine Wetlands in Tibet, China. IGARSS Dong Liu, Mengjia Xu
2018	—	`conf`	RBC Semantic Segmentation for Sickle Cell Disease Based on Deformable U-Net. MICCAI (4) Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li
2017	J	`jnl`	A deep convolutional neural network for classification of red blood cells in sickle cell anemia. PLoS Comput. Biol. Mengjia Xu, Dimitrios P. Papageorgiou, Sabia Z. Abidi, Ming Dao, Hong Zhao, George E. Karniadakis
2017	J	`jnl`	Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. CoRR Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li
2016	J	`jnl`	Modified generalized sample entropy and surrogate data analysis for stock markets. Commun. Nonlinear Sci. Numer. Simul. Mengjia Xu, Pengjian Shang, Jingjing Huang
2015	J	`jnl`	Traffic signals analysis using Commun. Nonlinear Sci. Numer. Simul. Mengjia Xu, Pengjian Shang, Jianan Xia