Mengxue Zhang

According to our database, Mengxue Zhang authored at least 31 papers between 2015 and 2025.

Collaborative distances:

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

2025

Investigation of MRI features in subtypes of primary central nervous system diffuse large B-cell lymphoma.

Yanwei Zeng, Xin Cao, Kun Lv, Mengxue Zhang, Daoying Geng

BMC Medical Imaging, December, 2025

CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs.

Sijia Chen, Xiaomin Li, Mengxue Zhang, Eric Hanchen Jiang, Qingcheng Zeng, Chen-Hsiang Yu

CoRR, May, 2025

Calibration and uncertainty quantification for deep learning-based drought detection.

Mengxue Zhang, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Gustau Camps-Valls

Int. J. Appl. Earth Obs. Geoinformation, 2025

2024

SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification.

Ziyu Li, Zhaohui Xue, Qi Xu, Ling Zhang, Tianzhi Zhu, Mengxue Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples.

Ziyu Li, Zhaohui Xue, Mingming Jia, Xiangyu Nie, Hao Wu, Mengxue Zhang, Hongjun Su

IEEE Trans. Geosci. Remote. Sens., 2024

Automatic Short Answer Grading in College Mathematics Using In-Context Meta-learning: An Evaluation of the Transferability of Findings.

Michael Smalenberger, Elham Sohrabi, Mengxue Zhang, Sami Baral, Kelly Smalenberger, Andrew S. Lan, Neil T. Heffernan

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

2023

Active Learning-Driven Siamese Network for Hyperspectral Image Classification.

Xiyao Di, Zhaohui Xue, Mengxue Zhang

Remote. Sens., February, 2023

Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification.

Jun Zeng, Zhaohui Xue, Ling Zhang, Qiuping Lan, Mengxue Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification.

Zhaohui Xue, Zhiwei Liu, Mengxue Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification.

Zhaohui Xue, Tianzhi Zhu, Yiyang Zhou, Mengxue Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions.

Mengxue Zhang, Neil T. Heffernan, Andrew S. Lan

Proceedings of the 16th International Conference on Educational Data Mining, 2023

Algebra Error Classification with Large Language Models.

Hunter McNichols, Mengxue Zhang, Andrew S. Lan

Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

Interpretable Math Word Problem Solution Generation via Step-by-step Planning.

Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew S. Lan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Incremental Dictionary Learning-Driven Tensor Low-Rank and Sparse Representation for Hyperspectral Image Classification.

Zhaohui Xue, Xiangyu Nie, Mengxue Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification.

Zhaohui Xue, Qi Xu, Mengxue Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Automatic Short Math Answer Grading via In-context Meta-learning.

Mengxue Zhang, Sami Baral, Neil T. Heffernan, Andrew S. Lan

Proceedings of the 15th International Conference on Educational Data Mining, 2022

2021

Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification.

Zhaohui Xue, Mengxue Zhang, Yifeng Liu, Peijun Du

IEEE Trans. Geosci. Remote. Sens., 2021

Pedestrian Detection by Novel Axis-Line Representation and Regression Pattern.

Mengxue Zhang, Qiong Liu

Sensors, 2021

Math Operation Embeddings for Open-ended Solution Analysis and Feedback.

Mengxue Zhang, Zichao Wang, Richard G. Baraniuk, Andrew S. Lan

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Scientific Formula Retrieval via Tree Embeddings.

Zichao Wang, Mengxue Zhang, Richard G. Baraniuk, Andrew S. Lan

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples.

Zhaohui Xue, Mengxue Zhang

IEEE Access, 2020

Evaluating the Performance of Reinforcement Learning Algorithms.

Scott M. Jordan, Yash Chandak, Daniel Cohen, Mengxue Zhang, Philip S. Thomas

Proceedings of the 37th International Conference on Machine Learning, 2020

Matching Questions and Answers in Dialogues from Online Forums.

Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Electro-Mechanical Ionic Channel Modeling for Uterine Contractions and Oxytocin Effect during Pregnancy.

Yiqi Lin, Mengxue Zhang, Patricio S. La Rosa, James D. Wilson, Arye Nehorai

Sensors, 2019

Automatic discovery of adverse reactions through Chinese social media.

Mengxue Zhang, Meizhuo Zhang, Chen Ge, Quanyang Liu, Jiemin Wang, Jia Wei, Kenny Q. Zhu

Data Min. Knowl. Discov., 2019

Shape-Adaptive Tensor Factorization Model for Dimensionality Reduction of Hyperspectral Images.

Zhaohui Xue, Sirui Yang, Mengxue Zhang

IEEE Access, 2019

Aligning Sentences Between Comparable Texts of Different Styles.

Xiwen Chen, Mengxue Zhang, Kenny Qili Zhu

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

An effective feature representation of web log data by leveraging byte pair encoding and TF-IDF.

Junlang Zhan, Xuan Liao, Yukun Bao, Lu Gan, Zhiwen Tan, Mengxue Zhang, Ruan He, Jialiang Lu

Proceedings of the ACM Turing Celebration Conference - China, 2019

2018

Anomaly Explanation Using Metadata.

Di Qi, Joshua Arfin, Mengxue Zhang, Tushar Mathew, Robert Pless, Brendan Juba

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2017

An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction.

Mengxue Zhang, Tushar Mathew, Brendan A. Juba

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Changes in Training Characteristics and Functions for Swimmers during a "DuoBa-KunMing" Altitude Training.

Yuhong Wen, Yu Ge, Mengxue Zhang, Yi Peng

Proceedings of the 3rd International Congress on Sport Sciences Research and Technology Support, 2015