Xiaomin Song

According to our database, Xiaomin Song authored at least 26 papers between 2007 and 2026.

Collaborative distances:

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

2026

Fuzzy $k$kNN Entropy and its Anomaly Detection.

Chang Liu, Zhong Yuan, Yuan Yuan, Hongmei Chen, Dezhong Peng, Xiaomin Song

IEEE Trans. Knowl. Data Eng., January, 2026

External Guidance Incomplete Cross-Modal Hashing.

Jiali Chen, Ruitao Pu, Dezhong Peng, Xiaomin Song, Yingke Chen, Yuan Sun

IEEE Trans. Image Process., 2026

Robust Semi-paired Multimodal Learning for Cross-modal Retrieval.

Yang Qin, Yuan Sun, Xi Peng, Dezhong Peng, Joey Tianyi Zhou, Xiaomin Song, Peng Hu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Identifying Outliers via Local Granular-Ball Density.

Xinyu Su, Xiwen Wang, Dezhong Peng, Xiaomin Song, Huiming Zheng, Zhong Yuan

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Label-Informed Outlier Detection Based on Granule Density.

Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen, Xiaomin Song, Huiming Zheng

IEEE Trans. Fuzzy Syst., April, 2025

Deep Reversible Consistency Learning for Cross-Modal Retrieval.

Ruitao Pu, Yang Qin, Dezhong Peng, Xiaomin Song, Huiming Zheng

IEEE Trans. Multim., 2025

Granular-ball fuzzy information-based outlier detector.

Qilin Li, Zhong Yuan, Dezhong Peng, Xiaomin Song, Huiming Zheng, Xinyu Su

Int. J. Approx. Reason., 2025

SHE: Streaming-media Hashing Retrieval.

Ruitao Pu, Yang Qin, Xiaomin Song, Dezhong Peng, Zhenwen Ren, Yuan Sun

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval.

Siyuan Duan, Yuan Sun, Dezhong Peng, Zheng Liu, Xiaomin Song, Peng Hu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise.

Ziniu Yin, Yanglin Feng, Ming Yan, Xiaomin Song, Dezhong Peng, Xu Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels.

Ruitao Pu, Yuan Sun, Yang Qin, Zhenwen Ren, Xiaomin Song, Huiming Zheng, Dezhong Peng

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Frame Level Content Adaptive λ for Neural Video Compression.

Zhirui Zuo, Junqi Liao, Xiaomin Song, Zheng Liu, Huiming Zheng, Dong Liu

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

Deviation Control for Learned Image Compression.

Yuqi Li, Haotian Zhang, Xiaomin Song, Zheng Liu, Huiming Zheng, Li Li, Dong Liu

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

2022

Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection.

Xiaomin Song, Qingsong Wen, Yan Li, Liang Sun

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Time Series Data Augmentation for Deep Learning: A Survey.

Qingsong Wen, Liang Sun, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Time Series Data Augmentation for Deep Learning: A Survey.

Qingsong Wen, Liang Sun, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

CoRR, 2020

RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks.

Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu

CoRR, 2020

2019

Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement.

Ming Lin, Xiaomin Song, Qi Qian, Hao Li, Liang Sun, Shenghuo Zhu, Rong Jin

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering.

Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series.

Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.

Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Converged Recommendation System Based on RNN and BP Neural Networks.

Zhaowei Qu, Shuqiang Zheng, Xiaoru Wang, Xiaomin Song, Baiwei Li, Xiaohui Song

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Improved Bayes Method Based on TF-IDF Feature and Grade Factor Feature for Chinese Information Classification.

Zhaowei Qu, Xiaomin Song, Shuqiang Zheng, Xiaoru Wang, Xiaohui Song, Zuquan Li

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

A Unsupervised Learning Method of Anomaly Detection Using GRU.

Zhaowei Qu, Lun Su, Xiaoru Wang, Shuqiang Zheng, Xiaomin Song, Xiaohui Song

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2013

A Protein Annotation Framework Empowered with Semantic Reasoning.

Jemma X. Wu, Edmond Breen, Xiaomin Song, Brett Cooke, Mark P. Molloy

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

2007

The Analysis of Bullwhip Effect in Supply Chain Based on Strategic Alliance.

Rui Xu, Xiaoli Li, Xiaomin Song, Gang Liu

Proceedings of the Integration and Innovation Orient to E-Society, 2007