Yang Gu

According to our database, Yang Gu authored at least 50 papers between 2014 and 2025.

Collaborative distances:

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

2025

Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey.

Jiayuan Gao, Yingwei Zhang, Yiqiang Chen, Yihan Dong, Yuanzhe Chen, Shuchao Song, Boshi Tang, Yang Gu

Artif. Intell. Rev., September, 2025

Ten Challenging Problems in Federated Foundation Models.

Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang

IEEE Trans. Knowl. Data Eng., July, 2025

PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation.

Renju Liu, Jianfei Shen, Yang Gu, Yiqiang Chen, Jiling Zhang, Qingyu Wu, Chenyang Xu, Feiyi Fan

IEEE J. Biomed. Health Informatics, July, 2025

Grade-Skewed Domain Adaptation via Asymmetric Bi-Classifier Discrepancy Minimization for Diabetic Retinopathy Grading.

Yuan Ma, Yang Gu, Shuai Guo, Xin Qin, Shijie Wen, Nianfeng Shi, Weiwei Dai, Yiqiang Chen

IEEE Trans. Medical Imaging, March, 2025

A Survey on Unlearnable Data.

Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan

CoRR, March, 2025

DDIR: Domain-Disentangled Invariant Representation learning for tailored predictions.

Yuan Ma, Yang Gu, Xin Qin, Shuai Guo, Feiyi Fan, Fan Dong, Yiqiang Chen

Knowl. Based Syst., 2025

DDC: Dynamic distribution calibration for few-shot learning under multi-scale representation.

Lingxing Chen, Yang Gu, Yi Guo, Fan Dong, Dongmei Jiang, Yiqiang Chen

Knowl. Based Syst., 2025

HYMAN: Hybrid Memory and Attention Network for Unsupervised Anomaly Detection.

Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Contrast Memory for Unsupervised Anomaly Detection.

Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Semantic-oriented Visual Prompt Learning for Class Incremental Learning.

Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data.

Yuting He, Yiqiang Chen, Xiaodong Yang, Hanchao Yu, Yi-Hua Huang, Yang Gu

IEEE Trans. Big Data, December, 2024

Self-supervised Learning for Electroencephalogram: A Systematic Survey.

Weining Weng, Yang Gu, Shuai Guo, Yuan Ma, Zhaohua Yang, Yuchen Liu, Yiqiang Chen

CoRR, 2024

Cascade Memory for Unsupervised Anomaly Detection.

Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Information Retrieval Optimization for Non-Exemplar Class Incremental Learning.

Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Wafformer: Wave-Frequency Cross-Prediction and Alignment for Knowledge-Enhanced Sleep Representation.

Weining Weng, Yang Gu, Shuai Guo, Yuan Ma, Yuchen Liu, Yuan Jin, Fulong Xiao, Yiqiang Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Class-imbalanced Time Series Adaptation via Multi-Expert Consistency Entropy Minimization.

Yuan Ma, Yang Gu, Shuai Guo, Weining Weng, Shijie Wen, Yiqiang Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Utilizing Attention-based Ensemble Mechanism to Identify Discriminative Feature Combinations for Sleep Staging.

Yuwei Dai, Yingwei Zhang, Yiqiang Chen, Yang Gu, Yuan Jin, Wei Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

FewShotBP: Towards Personalized Ubiquitous Continuous Blood Pressure Measurement.

Feiyi Fan, Yang Gu, Jianfei Shen, Fan Dong, Yiqiang Chen

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation.

Weining Weng, Yang Gu, Qihui Zhang, Yingying Huang, Chunyan Miao, Yiqiang Chen

CoRR, 2023

Time Series Adaptation Network for Sensor-Based Cross Domain Human Activity Recognition.

Shijie Wen, Yiqiang Chen, Yuan Ma, Shuai Guo, Yang Gu, Xin Qin, Piu Chan

Proceedings of the International Joint Conference on Neural Networks, 2023

Discriminative Domain Adaptation Network for Fine-grained Disease Severity Classification.

Shijie Wen, Yiqiang Chen, Shuai Guo, Yuan Ma, Yang Gu, Piu Chan

Proceedings of the International Joint Conference on Neural Networks, 2023

Pre-training A Prompt Pool for Vision-Language Model.

Jun Liu, Yang Gu, Zhaohua Yang, Shuai Guo, Huaqiu Liu, Yiqiang Chen

Proceedings of the International Joint Conference on Neural Networks, 2023

Letting Go of Self-Domain Awareness: Multi-Source Domain-Adversarial Generalization via Dynamic Domain-Weighted Contrastive Transfer Learning.

Yuan Ma, Yiqiang Chen, Han Yu, Yang Gu, Shijie Wen, Shuai Guo

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Auto-Augmentation Contrastive Learning for Wearable-based Human Activity Recognition.

Qingyu Wu, Jianfei Shen, Feiyi Fan, Yang Gu, Chenyang Xu, Yiqiang Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A wearable-HAR oriented sensory data generation method based on spatio-temporal reinforced conditional GANs.

Jiwei Wang, Yiqiang Chen, Yang Gu

Neurocomputing, 2022

Dual-Alignment Based Generalized Zero-shot Learning for Human Activity Recognition.

Zhaohua Yang, Yang Gu, Weining Weng, Shuai Guo, Yiqiang Chen

Proceedings of the IEEE Smartworld, 2022

Motion-Robust Respiratory Signal Reconstruction Using Smart Glasses.

Qingyu Wu, Jianfei Shen, Yang Gu, Feiyi Fan, Yiqiang Chen

Proceedings of the IEEE Smartworld, 2022

An Efficient Spatial-Temporal Representation Method for EEG Emotion Recognition.

Weining Weng, Yang Gu, Yiqiang Chen, Guoqiang Wang, Nianfeng Shi

Proceedings of the IEEE Smartworld, 2022

KiCi: A Knowledge Importance Based Class Incremental Learning Method for Wearable Activity Recognition.

Shuai Guo, Yang Gu, Shijie Wen, Yuan Ma, Yiqiang Chen, Jiwei Wang, Chunyu Hu

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

2021

A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition.

Yang Gu, Yajie Li, Yiqiang Chen, Jiwei Wang, Jianfei Shen

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

2020

A Multimodal Fusion Model Based on Hybrid Attention Mechanism for Gesture Recognition.

Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Highly Fluent Sign Language Synthesis Based on Variable Motion Frame Interpolation.

Ni Zeng, Yiqiang Chen, Yang Gu, Dongdong Liu, Yunbing Xing

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Multi-Layer Cross Loss Model for Zero-Shot Human Activity Recognition.

Tong Wu, Yiqiang Chen, Yang Gu, Jiwei Wang, Siyu Zhang, Zhanghu Zhechen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection.

Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning.

Tong Wu, Yang Gu, Yiqiang Chen, Jiwei Wang, Siyu Zhang

Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020

2019

A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning.

Tong Wu, Yang Gu, Yiqiang Chen, Yunlong Xiao, Jiwei Wang

CoRR, 2019

A Collaborative Multi-modality Selection Method Based on Data Utility Assessment.

Yunlong Xiao, Yang Gu, Jiwei Wang, Tong Wu

Proceedings of the 2019 IEEE SmartWorld, 2019

Indoor Trajectory Restoration Method Based on PoI Relation Constraints.

Xinlong Jiang, Yunbing Xing, Yiqiang Chen, Yang Gu, Junfa Liu

Proceedings of the 2019 IEEE SmartWorld, 2019

CoFINLo: Coarse to Fine Indoor Navigation and Localization System.

Yang Gu, Yiqiang Chen, Xinlong Jiang, Jiwei Wang, Yunlong Xiao, Tong Wu

Proceedings of the 2019 IEEE SmartWorld, 2019

Poster Abstract: Know You Better: a Smart Watch Based Health Monitoring System.

Yang Gu, Jianfei Shen, Yiqiang Chen

Proceedings of the 4th IEEE/ACM International Conference on Connected Health: Applications, 2019

2018

FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints.

Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu

Soft Comput., 2018

SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition.

Jiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016

Feature Adaptive Online Sequential Extreme Learning Machine for lifelong indoor localization.

Xinlong Jiang, Junfa Liu, Yiqiang Chen, Dingjun Liu, Yang Gu, Zhenyu Chen

Neural Comput. Appl., 2016

Heterogeneous Data Driven Manifold Regularization Model for Fingerprint Calibration Reduction.

Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu, Zhiqi Shen

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

OCEAN: a new opportunistic computing model for wearable activity recognition.

Yiqiang Chen, Yang Gu, Xinlong Jiang, Jindong Wang

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015

Semi-supervised deep extreme learning machine for Wi-Fi based localization.

Yang Gu, Yiqiang Chen, Junfa Liu, Xinlong Jiang

Neurocomputing, 2015

Online deep intelligence for Wi-Fi indoor localization.

Yang Gu, Yiqiang Chen, Junfa Liu, Xinlong Jiang

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014

TOSELM: Timeliness Online Sequential Extreme Learning Machine.

Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang, Hanchao Yu

Neurocomputing, 2014

Constraint Online Sequential Extreme Learning Machine for lifelong indoor localization system.

Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

SAP dissimilarity based high performance Wi-Fi indoor localization.

Yang Gu, Yiqiang Chen, Junfa Liu, Xinlong Jiang

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014