Mengxue Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 34

Top Topics

Image Classification

Tensor Factorization

Active Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Michael Smalenberger, Elham Sohrabi, Mengxue Zhang, Sami Baral, Kelly Smalenberger, Andrew S. Lan, Neil T. Heffernan
Automatic Short Answer Grading in College Mathematics Using In-Context Meta-learning: An Evaluation of the Transferability of Findings. AIED Companion (1) (2024)
Ziyu Li, Zhaohui Xue, Qi Xu, Ling Zhang, Tianzhi Zhu, Mengxue Zhang
SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hunter McNichols, Mengxue Zhang, Andrew S. Lan
Algebra Error Classification with Large Language Models. CoRR (2023)
Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew S. Lan
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning. CoRR (2023)
Zhaohui Xue, Tianzhi Zhu, Yiyang Zhou, Mengxue Zhang
Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew Lan
Interpretable Math Word Problem Solution Generation via Step-by-step Planning. ACL (1) (2023)
Mengxue Zhang, Neil T. Heffernan, Andrew Lan
Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions. CoRR (2023)
Xiyao Di, Zhaohui Xue, Mengxue Zhang
Active Learning-Driven Siamese Network for Hyperspectral Image Classification. Remote. Sens. 15 (3) (2023)
Hunter McNichols, Mengxue Zhang, Andrew Lan
Algebra Error Classification with Large Language Models. AIED (2023)
Jun Zeng, Zhaohui Xue, Ling Zhang, Qiuping Lan, Mengxue Zhang
Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Mengxue Zhang, Neil T. Heffernan, Andrew S. Lan
Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions. EDM (2023)
Zhaohui Xue, Zhiwei Liu, Mengxue Zhang
DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhaohui Xue, Qi Xu, Mengxue Zhang
Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Mengxue Zhang, Sami Baral, Neil T. Heffernan, Andrew S. Lan
Automatic Short Math Answer Grading via In-context Meta-learning. EDM (2022)
Zhaohui Xue, Xiangyu Nie, Mengxue Zhang
Incremental Dictionary Learning-Driven Tensor Low-Rank and Sparse Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mengxue Zhang, Sami Baral, Neil T. Heffernan, Andrew S. Lan
Automatic Short Math Answer Grading via In-context Meta-learning. CoRR (2022)
Zichao Wang, Mengxue Zhang, Richard G. Baraniuk, Andrew S. Lan
Scientific Formula Retrieval via Tree Embeddings. IEEE BigData (2021)
Zhaohui Xue, Mengxue Zhang, Yifeng Liu, Peijun Du
Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Mengxue Zhang, Zichao Wang, Richard G. Baraniuk, Andrew S. Lan
Math Operation Embeddings for Open-ended Solution Analysis and Feedback. EDM (2021)
Mengxue Zhang, Qiong Liu
Pedestrian Detection by Novel Axis-Line Representation and Regression Pattern. Sensors 21 (10) (2021)
Mengxue Zhang, Zichao Wang, Richard G. Baraniuk, Andrew S. Lan
Math Operation Embeddings for Open-ended Solution Analysis and Feedback. CoRR (2021)
Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu
Matching Questions and Answers in Dialogues from Online Forums. ECAI (2020)
Scott M. Jordan, Yash Chandak, Daniel Cohen, Mengxue Zhang, Philip S. Thomas
Evaluating the Performance of Reinforcement Learning Algorithms. CoRR (2020)
Scott M. Jordan, Yash Chandak, Daniel Cohen, Mengxue Zhang, Philip S. Thomas
Evaluating the Performance of Reinforcement Learning Algorithms. ICML (2020)
Zhaohui Xue, Mengxue Zhang
Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples. IEEE Access 8 (2020)
Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu
Matching Questions and Answers in Dialogues from Online Forums. CoRR (2020)
Yiqi Lin, Mengxue Zhang, Patricio S. La Rosa, James D. Wilson, Arye Nehorai
Electro-Mechanical Ionic Channel Modeling for Uterine Contractions and Oxytocin Effect during Pregnancy. Sensors 19 (22) (2019)
Zhaohui Xue, Sirui Yang, Mengxue Zhang
Shape-Adaptive Tensor Factorization Model for Dimensionality Reduction of Hyperspectral Images. IEEE Access 7 (2019)
Mengxue Zhang, Meizhuo Zhang, Chen Ge, Quanyang Liu, Jiemin Wang, Jia Wei, Kenny Q. Zhu
Automatic discovery of adverse reactions through Chinese social media. Data Min. Knowl. Discov. 33 (4) (2019)
Xiwen Chen, Mengxue Zhang, Kenny Qili Zhu
Aligning Sentences Between Comparable Texts of Different Styles. JIST (2) (2019)
Junlang Zhan, Xuan Liao, Yukun Bao, Lu Gan, Zhiwen Tan, Mengxue Zhang, Ruan He, Jialiang Lu
An effective feature representation of web log data by leveraging byte pair encoding and TF-IDF. ACM TUR-C (2019)
Di Qi, Joshua Arfin, Mengxue Zhang, Tushar Mathew, Robert Pless, Brendan Juba
Anomaly Explanation Using Metadata. WACV (2018)
Mengxue Zhang, Tushar Mathew, Brendan A. Juba
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction. AAAI (2017)
Yuhong Wen, Yu Ge, Mengxue Zhang, Yi Peng
Changes in Training Characteristics and Functions for Swimmers during a "DuoBa-KunMing" Altitude Training. icSPORTS (2015)