Xiaoxu Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 71

Top Topics

Image Classification

Recent Developments

Perturbation Theory

Cnc Machine Tools

Top Venues

IEEE Trans. Image Process.

Publications

Xiao You, Pittawat Taveekitworachai, Siyuan Chen, Mustafa Can Gursesli, Xiaoxu Li, Yi Xia, Ruck Thawonmas
Dungeons, Dragons, and Emotions: A Preliminary Study of Player Sentiment in LLM-driven TTRPGs. FDG (2024)
Xiaoxu Li, Zijie Guo, Rui Zhu, Zhanyu Ma, Jun Guo, Jing-Hao Xue
A simple scheme to amplify inter-class discrepancy for improving few-shot fine-grained image classification. Pattern Recognit. 156 (2024)
Xiaoxu Li, Zhen Li, Jiyang Xie, Xiaochen Yang, Jing-Hao Xue, Zhanyu Ma
Self-reconstruction network for fine-grained few-shot classification. Pattern Recognit. 153 (2024)
Xiaoxu Li, Jiaming Chen, Jiahao Wang, Jianqiang Wang, Xiaotao Li, Yingnan Kan
Research on Fault Diagnosis Method of Bearings in the Spindle System for CNC Machine Tools Based on DRSN-Transformer. IEEE Access 12 (2024)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Xiaoxu Li, Qi Song, Jijie Wu, Rui Zhu, Zhanyu Ma, Jing-Hao Xue
Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Xiaoxu Li, Xiao You, Siyuan Chen, Pittawat Taveekitworachai, Ruck Thawonmas
Analyzing Audience Comments: Improving Interactive Narrative with ChatGPT. ICIDS (2) (2023)
Xiaoxu Li, Yalan Li, Yixiao Zheng, Rui Zhu, Zhanyu Ma, Jing-Hao Xue, Jie Cao
ReNAP: Relation network with adaptiveprototypical learning for few-shot classification. Neurocomputing 520 (2023)
Xiaoxu Li, Huajie Chen
Approximations of the Green's Function in Multiple Scattering Theory for Crystalline Systems. CoRR (2023)
Xin Xing, Xiaoxu Li, Lin Lin
Unified analysis of finite-size error for periodic Hartree-Fock and second order Møller-Plesset perturbation theory. Math. Comput. 93 (346) (2023)
Xiaoxu Li, Yu Peng, Min Xu
Patch-shuffle-based semi-supervised segmentation of bone computed tomography via consistent learning. Biomed. Signal Process. Control. 80 (Part) (2023)
Xiaowei Guo, Jijie Wu, Kai Ren, Qi Song, Xiaoxu Li
Dual Feature Reconstruction Network For Few-shot Image Classification. APSIPA ASC (2023)
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
Deep metric learning for few-shot image classification: A Review of recent developments. Pattern Recognit. 138 (2023)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification. AAAI (2023)
Zhen Li, Lang Wang, Wenjuan An, Song Qi, Xiaoxu Li, Xuezhi Fei
Feature Augmentation Reconstruction Network for Few-Shot Image Classification. APSIPA ASC (2023)
Yurong Guo, Ruoyi Du, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Yuan Dong
Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity. IEEE Trans. Image Process. 31 (2022)
Qushuo Chen, Changyan Yang, Yihao Xie, Yuqiang Wang, Xiaoxu Li, Kairong Wang, Jinqi Huang, Wenjin Yan
GM-Pep: A High Efficiency Strategy to De Novo Design Functional Peptide Sequences. J. Chem. Inf. Model. 62 (10) (2022)
Xiaoxu Li, Marcel Wira, Ruck Thawonmas
Toward Dynamic Difficulty Adjustment with Audio Cues by Gaussian Process Regression in a First-Person Shooter. ICEC (2022)
Xianpeng Wang, Xinglu Ma, Xiaoxu Li, Xiaoyu Ma, Chunxu Li
Target-biased informed trees: sampling-based method for optimal motion planning in complex environments. J. Comput. Des. Eng. 9 (2) (2022)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification. CoRR (2022)
Jing-Hao Xue, Jufeng Yang, Xiaoxu Li, Yan Yan, Yujiu Yang, Zongqing Lu, Zhanyu Ma
Guest Editorial: Special issue on deep learning with small samples. Neurocomputing 456 (2021)
Zhuo Sun, Jijie Wu, Xiaoxu Li, Wenming Yang, Jing-Hao Xue
Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification. AISTATS (2021)
Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. IEEE Trans. Image Process. 30 (2021)
Xiaoxu Li, Huajie Chen, Xingyu Gao
Numerical Analysis of the Multiple Scattering Theory for Electronic Structure Calculations. CoRR (2021)
Xiaoxu Li, Wenming Zheng, Yuan Zong, Hongli Chang, Cheng Lu
Attention-based Spatio-Temporal Graphic LSTM for EEG Emotion Recognition. IJCNN (2021)
Xiaoxu Li, Yu Peng, Min Xu
Edge-enhanced Instance Segmentation of Wrist CT via a Semi-Automatic Annotation Database Construction Method. DICTA (2021)
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jun Guo
Deep InterBoost networks for small-sample image classification. Neurocomputing 456 (2021)
Xin Xing, Xiaoxu Li, Lin Lin
Staggered mesh method for correlation energy calculations of solids: Second order Møller-Plesset perturbation theory. CoRR (2021)
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification. IEEE Trans. Circuits Syst. Video Technol. 31 (4) (2021)
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
Deep Metric Learning for Few-Shot Image Classification: A Selective Review. CoRR (2021)
Xin Xing, Xiaoxu Li, Lin Lin
Unified analysis of finite-size error for periodic Hartree-Fock and second order Møller-Plesset perturbation theory. CoRR (2021)
Yurong Guo, Zhanyu Ma, Xiaoxu Li, Yuan Dong
ATRM: Attention-based Task-level Relation Module for GNN-based Few-shot Learning. CoRR (2021)
Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma
A concise review of recent few-shot meta-learning methods. Neurocomputing 456 (2021)
Yurong Guo, Zhanyu Ma, Xiaoxu Li, Yuan Dong
TLRM: Task-level Relation Module for GNN-based Few-Shot Learning. VCIP (2021)
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan
CC-Loss: Channel Correlation Loss for Image Classification. ICPR (2020)
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification. IEEE Trans. Image Process. 29 (2020)
Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma
A Concise Review of Recent Few-shot Meta-learning Methods. CoRR (2020)
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer. CoRR (2020)
Jiayi Yin, Wen Sun, Fengcheng Li, Jiajun Hong, Xiaoxu Li, Ying Zhou, Yinjing Lu, Mengzhi Liu, Xue Zhang, Na Chen, Xiuping Jin, Jia Xue, Su Zeng, Lushan Yu, Feng Zhu
VARIDT 1.0: variability of drug transporter database. Nucleic Acids Res. 48 (Database-Issue) (2020)
Jie Cao, Yue Ding, Xiaoxu Li
Person reidentification based on view information and batch feature erasing. J. Electronic Imaging 29 (4) (2020)
Tianrong Rao, Xiaoxu Li, Min Xu
Learning Multi-level Deep Representations for Image Emotion Classification. Neural Process. Lett. 51 (3) (2020)
Yunxia Wang, Song Zhang, Fengcheng Li, Ying Zhou, Ying Zhang, Zhengwen Wang, Runyuan Zhang, Jiang Zhu, Yuxiang Ren, Ying Tan, Chu Qin, Yinghong Li, Xiaoxu Li, Yuzong Chen, Feng Zhu
Therapeutic target database 2020: enriched resource for facilitating research and early development of targeted therapeutics. Nucleic Acids Res. 48 (Database-Issue) (2020)
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification. CoRR (2020)
Xiaoxu Li, Jintao Yan, Jijie Wu, Yuxin Liu, Xiaochen Yang, Zhanyu Ma
Anti-Noise Relation Network for Few-shot Learning. APSIPA (2020)
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo
OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer. IEEE Trans. Image Process. 29 (2020)
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan
CC-Loss: Channel Correlation Loss For Image Classification. CoRR (2020)
Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. CoRR (2020)
Xiaoxu Li, Tao Tian, Yuxin Liu, Hong Yu, Jie Cao, Zhanyu Ma
Adaptive Multi-prototype Relation Network. APSIPA (2020)
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification. CoRR (2020)
Xiaoxu Li, Dongliang Chang, Tao Tian, Jie Cao
Large-Margin Regularized Softmax Cross-Entropy Loss. IEEE Access 7 (2019)
Fangyi Zhu, Zhanyu Ma, Xiaoxu Li, Guang Chen, Jen-Tzung Chien, Jing-Hao Xue, Jun Guo
Image-text dual neural network with decision strategy for small-sample image classification. Neurocomputing 328 (2019)
Zhaojun Yang, Jun Sun, Xiaoxu Li, Yali Zhang
Informal Alignment in Digital Innovation for Corporate Sustainability. AMCIS (2019)
Jie Cao, Yaofeng Zhou, Hong Yu, Xiaoxu Li, Dan Wang, Zhanyu Ma
A Loss With Mixed Penalty for Speech Enhancement Generative Adversarial Network. APSIPA (2019)
Tianrong Rao, Xiaoxu Li, Haimin Zhang, Min Xu
Multi-level region-based Convolutional Neural Network for image emotion classification. Neurocomputing 333 (2019)
Jun Ying, Zhaojun Yang, Chuanhai Chen, Xiaoxu Li, Hailong Tian
Stress Intensity Factors for Thick-walled Cylinder under Interference Fit. ICSRS (2019)
Xiaoxu Li, Liyun Yu, Jie Cao, Dongliang Chang, Zhanyu Ma, Nian Liu
Small-Sample Image Classification Method of Combining Prototype and Margin Learning. APSIPA (2019)
Xiaoxu Li, Jijie Wu, Dongliang Chang, Weifeng Huang, Zhanyu Ma, Jie Cao
Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification. APSIPA (2019)
Xiaoxu Li, Liyun Yu, Dongliang Chang, Zhanyu Ma, Jie Cao
Dual Cross-Entropy Loss for Small-Sample Fine-Grained Vehicle Classification. IEEE Trans. Veh. Technol. 68 (5) (2019)
Jie Cao, Yinping Qiu, Dongliang Chang, Xiaoxu Li, Zhanyu Ma
Dynamic Attention Loss for Small-Sample Image Classification. APSIPA (2019)
Xiaoxu Li, Huajie Chen
A discontinuous Galerkin scheme for full-potential electronic structure calculations. J. Comput. Phys. 385 (2019)
Zhanyu Ma, Dongliang Chang, Xiaoxu Li
Channel Max Pooling Layer for Fine-Grained Vehicle Classification. CoRR (2019)
Zhanyu Ma, Dongliang Chang, Jiyang Xie, Yifeng Ding, Shaoguo Wen, Xiaoxu Li, Zhongwei Si, Jun Guo
Fine-Grained Vehicle Classification With Channel Max Pooling Modified CNNs. IEEE Trans. Veh. Technol. 68 (4) (2019)
Xiaoxu Li, Zhanyu Ma, Pai Peng, Xiaowei Guo, Feiyue Huang, Xiaojie Wang, Jun Guo
Supervised latent Dirichlet allocation with a mixture of sparse softmax. Neurocomputing 312 (2018)
Xiaoxu Li, Zhanyu Ma, Pai Peng, Xiaowei Guo, Feiyue Huang, Xiaojie Wang, Jun Guo
Corrigendum to "Supervised latent Dirichlet allocation with a mixture of sparse softmax" [Neurocomputing, volume 312, 27 October 2018, Pages 324-335]. Neurocomputing 318 (2018)
Xuejiao Du, Zhaojun Yang, Chuanhai Chen, Xiaoxu Li, Michael G. Pecht
Reliability Analysis of Repairable Systems Based on a Two-Segment Bathtub-Shaped Failure Intensity Function. IEEE Access 6 (2018)
Dongliang Chang, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Jun Guo, Jie Cao
SSE: A New Selective Initialization Strategy for Snapshot Ensembling. CCIS (2018)
Fangyi Zhu, Xiaoxu Li, Zhanyu Ma, Guang Chen, Pai Peng, Xiaowei Guo, Jen-Tzung Chien, Jun Guo
Image-Text Dual Model for Small-Sample Image Classification. CCCV (2) (2017)
Jiaxu Chen, Long Zhang, Xiaoxu Li, Bo Zhang, Zhongfu Ye
Locally controlled as-rigid-as-possible deformation for 2D characters. Comput. Animat. Virtual Worlds 28 (6) (2017)
Xiaoxu Li, Chensi Mao, Shiliang Huang, Zhongfu Ye
Chinese Sign Language Recognition Based on SHS Descriptor and Encoder-Decoder LSTM Model. CCBR (2017)
Chensi Mao, Shiliang Huang, Xiaoxu Li, Zhongfu Ye
Chinese Sign Language Recognition with Sequence to Sequence Learning. CCCV (1) (2017)
Xiaoxu Li, Yiming Zhang, Junli Wang, Qiumei Pu
A Preliminary Study of Plant Domain Ontology. DASC/PiCom/DataCom/CyberSciTech (2016)
Zhaobin Liu, Xiaoxu Li, Tong Zhu, Yiyang Zhao
Unsupervised Diagnosis in Large Scale Complex Networks. Ad Hoc Sens. Wirel. Networks 28 (3-4) (2015)
Xiaoxu Li, Qiang Ma, Wei Sun, Kebin Liu, Yunhao Liu
Topology shaping for time synchronization in wireless sensor networks. ICPADS (2014)
Xiaoxu Li, Qiang Ma, Zhichao Cao, Kebin Liu, Yunhao Liu
Enhancing Visibility of Network Performance in Large-Scale Sensor Networks. ICDCS (2014)
Wei Gong, Kebin Liu, Xiaoxu Li, Xin Miao, Tong Zhu
Quality of Interaction for Sensor Network Energy-Efficient Management. Comput. J. 56 (8) (2013)
Xiaoxu Li, Junyu Zeng, Xiaojie Wang, Yixin Zhong
Mixture of Softmax sLDA. ICDM (2011)
Guiguang Ding, Lu Zhang, Xiaoxu Li
Video annotation based on adaptive annular spatial partition scheme. IEICE Electron. Express 7 (1) (2010)
Xiaoxu Li, Yongli Li
Research of Decision Rule in Rough Sets Based on Pansystems View. FCS (2008)
Yuhua Liu, Jingju Gao, Longquan Zhu, Xiaoxu Li
Distributed Routing for Wireless Sensor Networks Based on Cluster Maintenance. FGCN (1) (2008)
He Lin, Xiaoxu Li
Generalization of Reduction in Rough Sets Based on the Views of Pansystems. FCS (2008)