Xingjian Gu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Dimension Reduction

Feature Extraction

Discriminant Analysis

Top Venues

J. Vis. Commun. Image Represent.

Publications

Aadarsh Padiyath, Xinying Hou, Amy Pang, Diego Viramontes Vargas, Xingjian Gu, Tamara Nelson-Fromm, Zihan Wu, Mark Guzdial, Barbara Ericson
Insights from Social Shaping Theory: The Appropriation of Large Language Models in an Undergraduate Programming Course. CoRR (2024)
Aadarsh Padiyath, Xinying Hou, Amy Pang, Diego Viramontes Vargas, Xingjian Gu, Tamara Nelson-Fromm, Zihan Wu, Mark Guzdial, Barbara Ericson
Insights from Social Shaping Theory: The Appropriation of Large Language Models in an Undergraduate Programming Course. ICER (1) (2024)
Xingjian Gu, Barbara J. Ericson, Zihan Wu
Supporting Instructors Adoption of Peer Instruction. SIGCSE (2) (2024)
Yanbin Li, Ziming He, Xingjian Gu, Huanliang Xu, Shougang Ren
AFedAvg: communication-efficient federated learning aggregation with adaptive communication frequency and gradient sparse. J. Exp. Theor. Artif. Intell. 36 (1) (2024)
Shougang Ren, Zhiruo Fang, Xingjian Gu
A Cross Stage Partial Network with Strengthen Matching Detector for Remote Sensing Object Detection. Remote. Sens. 15 (6) (2023)
Xingjian Gu, Xin Shu, Jing Yang, Yan Xu, Haiyan Jiang, Xiangbo Shu
Supervised Learning Strategy for Spiking Neurons Based on Their Segmental Running Characteristics. Neural Process. Lett. 55 (8) (2023)
Xingjian Gu, Yongjie Zhu, Shougang Ren, Xiangbo Shu
BCMask: a finer leaf instance segmentation with bilayer convolution mask. Multim. Syst. 29 (3) (2023)
Barbara J. Ericson, Xingjian Gu, Shefali Patel, Aadarsh Padiyath
Peer+: A Tool to Support Peer Instruction in Interactive Ebooks. ICER (2) (2022)
Xingjian Gu, Sizhe Li, Shougang Ren, Hengbiao Zheng, Chengcheng Fan, Huanliang Xu
Adaptive enhanced swin transformer with U-net for remote sensing image segmentation. Comput. Electr. Eng. 102 (2022)
Xiaojun Xie, Xingjian Gu, Yanbin Li, Zhiwei Ji
K-size partial reduct: Positive region optimization for attribute reduction. Knowl. Based Syst. 228 (2021)
Xingjian Gu, Max A. Heller, Stella Li, Yanyan Ren, Kathi Fisler, Shriram Krishnamurthi
Using Design Alternatives to Learn About Data Organizations. ICER (2020)
Shougang Ren, Xingjian Gu, Peisen Yuan, Huanliang Xu
An iterative paradigm of joint feature extraction and labeling for semi-supervised discriminant analysis. Neurocomputing 273 (2018)
Shougang Ren, Sheng Wan, Xingjian Gu, Haoyun Wang, Peisen Yuan, Huanliang Xu
基于多尺度空谱鉴别特征的高光谱图像分类 (Hyperspectral Image Classification Based on Multi-scale Discriminative Spatial-spectral Features). 计算机科学 45 (12) (2018)
Tingwei Wang, Chuancai Liu, Liantao Wang, Bingxian Ma, Xingjian Gu
Evolution modeling with multi-scale smoothing for action recognition. J. Vis. Commun. Image Represent. 55 (2018)
Xingjian Gu, Xiangbo Shu, Shougang Ren, Huanliang Xu
Two Dimensional Slow Feature Discriminant Analysis via L 2, 1 Norm Minimization for Feature Extraction. KSII Trans. Internet Inf. Syst. 12 (7) (2018)
Sheng Wang, Jianfeng Lu, Xingjian Gu, Haishun Du, Jing-Yu Yang
Semi-supervised linear discriminant analysis for dimension reduction and classification. Pattern Recognit. 57 (2016)
Sheng Wang, Jianfeng Lu, Xingjian Gu, Benjamin Asubam Weyori, Jing-Yu Yang
Unsupervised discriminant canonical correlation analysis based on spectral clustering. Neurocomputing 171 (2016)
Sheng Wang, Jianfeng Lu, Xingjian Gu, Chunhua Shen, Rui Xia, Jing-Yu Yang
Canonical principal angles correlation analysis for two-view data. J. Vis. Commun. Image Represent. 35 (2016)
Xingjian Gu, Chuancai Liu, Sheng Wang
Adaptive unsupervised slow feature analysis for feature extraction. J. Electronic Imaging 24 (2) (2015)
Xingjian Gu, Chuancai Liu, Sheng Wang, Cairong Zhao
Feature extraction using adaptive slow feature discriminant analysis. Neurocomputing 154 (2015)
Xingjian Gu, Chuancai Liu, Sheng Wang, Cairong Zhao, Songsong Wu
Uncorrelated slow feature discriminant analysis using globality preserving projections for feature extraction. Neurocomputing 168 (2015)
Sheng Wang, Xingjian Gu, Jianfeng Lu, Jing-Yu Yang, Ruili Wang, Jian Yang
Unsupervised Discriminant Canonical Correlation Analysis for Feature Fusion. ICPR (2014)
Xingjian Gu, Chuancai Liu, Sheng Wang
Supervised Slow Feature Analysis for Face Recognition. CCBR (2013)
Cairong Zhao, Zhihui Lai, Chuancai Liu, Xingjian Gu, Jianjun Qian
Fuzzy local maximal marginal embedding for feature extraction. Soft Comput. 16 (1) (2012)