SAP dissimilarity based high performance Wi-Fi indoor localization. - Yang Gu 001; Yiqiang Chen 001; Junfa Liu; Xinlong Jiang (UbiComp Adjunct, 2014)

Constraint Online Sequential Extreme Learning Machine for lifelong indoor localization system. - Yang Gu 001; Junfa Liu; Yiqiang Chen 001; Xinlong Jiang (IJCNN, 2014)

TOSELM: Timeliness Online Sequential Extreme Learning Machine. - Yang Gu 001; Junfa Liu; Yiqiang Chen 001; Xinlong Jiang; Hanchao Yu (Neurocomputing, 2014)

Online deep intelligence for Wi-Fi indoor localization. - Yang Gu 001; Yiqiang Chen 001; Junfa Liu; Xinlong Jiang (UbiComp/ISWC Adjunct, 2015)

Semi-supervised deep extreme learning machine for Wi-Fi based localization. - Yang Gu 001; Yiqiang Chen 001; Junfa Liu; Xinlong Jiang (Neurocomputing, 2015)

OCEAN: a new opportunistic computing model for wearable activity recognition. - Yiqiang Chen 001; Yang Gu 001; Xinlong Jiang; Jindong Wang 001 (UbiComp Adjunct, 2016)

Heterogeneous Data Driven Manifold Regularization Model for Fingerprint Calibration Reduction. - Xinlong Jiang; Yiqiang Chen 001; Junfa Liu; Yang Gu 001; Lisha Hu; Zhiqi Shen 001 (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld, 2016)

Feature Adaptive Online Sequential Extreme Learning Machine for lifelong indoor localization. - Xinlong Jiang; Junfa Liu; Yiqiang Chen 001; Dingjun Liu; Yang Gu 001; Zhenyu Chen 003 (Neural Comput. Appl., 2016)

SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition. - Jiwei Wang; Yiqiang Chen 001; Yang Gu 001; Yunlong Xiao; Haonan Pan (IJCNN, 2018)

FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints. - Xinlong Jiang; Yiqiang Chen 001; Junfa Liu; Yang Gu 001; Lisha Hu (Soft Comput., 2018)

Poster Abstract: Know You Better: a Smart Watch Based Health Monitoring System. - Yang Gu 001; Jianfei Shen; Yiqiang Chen 001 (CHASE, 2019)

CoFINLo: Coarse to Fine Indoor Navigation and Localization System. - Yang Gu 001; Yiqiang Chen 001; Xinlong Jiang; Jiwei Wang; Yunlong Xiao; Tong Wu 009 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Indoor Trajectory Restoration Method Based on PoI Relation Constraints. - Xinlong Jiang; Yunbing Xing; Yiqiang Chen 001; Yang Gu 001; Junfa Liu (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

A Collaborative Multi-modality Selection Method Based on Data Utility Assessment. - Yunlong Xiao; Yang Gu 001; Jiwei Wang; Tong Wu 009 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. - Tong Wu 009; Yang Gu 001; Yiqiang Chen 001; Yunlong Xiao; Jiwei Wang (CoRR, 2019)

A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. - Tong Wu 009; Yang Gu 001; Yiqiang Chen 001; Jiwei Wang; Siyu Zhang (ASSETS, 2020)

A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection. - Yajie Li; Yiqiang Chen 001; Yang Gu 001; Jianquan Ouyang; Jiwei Wang; Ni Zeng (ICANN (2), 2020)

Multi-Layer Cross Loss Model for Zero-Shot Human Activity Recognition. - Tong Wu 009; Yiqiang Chen 001; Yang Gu 001; Jiwei Wang; Siyu Zhang; Zhanghu Zhechen (PAKDD (1), 2020)

Highly Fluent Sign Language Synthesis Based on Variable Motion Frame Interpolation. - Ni Zeng; Yiqiang Chen 001; Yang Gu 001; Dongdong Liu; Yunbing Xing (SMC, 2020)

A Multimodal Fusion Model Based on Hybrid Attention Mechanism for Gesture Recognition. - Yajie Li; Yiqiang Chen 001; Yang Gu 001; Jianquan Ouyang (S+SSPR, 2020)

A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition. - Yang Gu 001; Yajie Li; Yiqiang Chen 001; Jiwei Wang; Jianfei Shen (MMM (1), 2021)

KiCi: A Knowledge Importance Based Class Incremental Learning Method for Wearable Activity Recognition. - Shuai Guo 001; Yang Gu 001; Shijie Wen; Yuan Ma; Yiqiang Chen 001; Jiwei Wang; Chunyu Hu 001 (CIKM, 2022)

An Efficient Spatial-Temporal Representation Method for EEG Emotion Recognition. - Weining Weng; Yang Gu 001; Yiqiang Chen 001; Guoqiang Wang; Nianfeng Shi (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Motion-Robust Respiratory Signal Reconstruction Using Smart Glasses. - Qingyu Wu; Jianfei Shen; Yang Gu 001; Feiyi Fan; Yiqiang Chen 001 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Dual-Alignment Based Generalized Zero-shot Learning for Human Activity Recognition. - Zhaohua Yang; Yang Gu 001; Weining Weng; Shuai Guo 001; Yiqiang Chen 001 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

A wearable-HAR oriented sensory data generation method based on spatio-temporal reinforced conditional GANs. - Jiwei Wang; Yiqiang Chen 001; Yang Gu 001 (Neurocomputing, 2022)

Auto-Augmentation Contrastive Learning for Wearable-based Human Activity Recognition. - Qingyu Wu; Jianfei Shen; Feiyi Fan; Yang Gu 001; Chenyang Xu; Yiqiang Chen 001 (BIBM, 2023)

Letting Go of Self-Domain Awareness: Multi-Source Domain-Adversarial Generalization via Dynamic Domain-Weighted Contrastive Transfer Learning. - Yuan Ma; Yiqiang Chen 001; Han Yu 001; Yang Gu 001; Shijie Wen; Shuai Guo 001 (ECAI, 2023)

Pre-training A Prompt Pool for Vision-Language Model. - Jun Liu; Yang Gu 001; Zhaohua Yang; Shuai Guo 001; Huaqiu Liu; Yiqiang Chen 001 (IJCNN, 2023)

Discriminative Domain Adaptation Network for Fine-grained Disease Severity Classification. - Shijie Wen; Yiqiang Chen 001; Shuai Guo 001; Yuan Ma; Yang Gu 001; Piu Chan (IJCNN, 2023)

Time Series Adaptation Network for Sensor-Based Cross Domain Human Activity Recognition. - Shijie Wen; Yiqiang Chen 001; Yuan Ma; Shuai Guo 001; Yang Gu 001; Xin Qin; Piu Chan (IJCNN, 2023)

A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation. - Weining Weng; Yang Gu 001; Qihui Zhang; Yingying Huang; Chunyan Miao; Yiqiang Chen 001 (CoRR, 2023)

FewShotBP: Towards Personalized Ubiquitous Continuous Blood Pressure Measurement. - Feiyi Fan; Yang Gu 001; Jianfei Shen; Fan Dong; Yiqiang Chen 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Utilizing Attention-based Ensemble Mechanism to Identify Discriminative Feature Combinations for Sleep Staging. - Yuwei Dai; Yingwei Zhang 002; Yiqiang Chen 001; Yang Gu 001; Yuan Jin; Wei Zhang 082 (BIBM, 2024)

Class-imbalanced Time Series Adaptation via Multi-Expert Consistency Entropy Minimization. - Yuan Ma; Yang Gu 001; Shuai Guo 001; Weining Weng; Shijie Wen; Yiqiang Chen 001 (BIBM, 2024)

Wafformer: Wave-Frequency Cross-Prediction and Alignment for Knowledge-Enhanced Sleep Representation. - Weining Weng; Yang Gu 001; Shuai Guo 001; Yuan Ma; Yuchen Liu; Yuan Jin; Fulong Xiao; Yiqiang Chen 001 (BIBM, 2024)

Information Retrieval Optimization for Non-Exemplar Class Incremental Learning. - Shuai Guo 001; Yang Gu 001; Yuan Ma; Yingwei Zhang 002; Weining Weng; Jun Liu; Weiwei Dai; Yiqiang Chen 001 (CIKM, 2024)

Cascade Memory for Unsupervised Anomaly Detection. - Jiahao Li 007; Yiqiang Chen 001; Yunbing Xing; Yang Gu 001; Xiangyuan Lan (ECAI, 2024)

Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data. - Yuting He; Yiqiang Chen 001; Xiaodong Yang 005; Hanchao Yu; Yi-Hua Huang 002; Yang Gu 001 (IEEE Trans. Big Data, 2024)

Semantic-oriented Visual Prompt Learning for Class Incremental Learning. - Shuai Guo 001; Yang Gu 001; Yuan Ma; Yingwei Zhang 002; Weining Weng; Jun Liu; Weiwei Dai; Yiqiang Chen 001 (ICASSP, 2025)

Contrast Memory for Unsupervised Anomaly Detection. - Jiahao Li 007; Yiqiang Chen 001; Yunbing Xing; Yang Gu 001; Xiangyuan Lan (ICASSP, 2025)

HYMAN: Hybrid Memory and Attention Network for Unsupervised Anomaly Detection. - Jiahao Li 007; Yiqiang Chen 001; Yunbing Xing; Yang Gu 001; Xiangyuan Lan (ICASSP, 2025)

DDC: Dynamic distribution calibration for few-shot learning under multi-scale representation. - Lingxing Chen; Yang Gu 001; Yi Guo; Fan Dong; Dongmei Jiang; Yiqiang Chen 001 (Knowl. Based Syst., 2025)

DDIR: Domain-Disentangled Invariant Representation learning for tailored predictions. - Yuan Ma; Yang Gu 001; Xin Qin; Shuai Guo 001; Feiyi Fan; Fan Dong; Yiqiang Chen 001 (Knowl. Based Syst., 2025)

A Survey on Unlearnable Data. - Jiahao Li 007; Yiqiang Chen 001; Yunbing Xing; Yang Gu 001; Xiangyuan Lan (CoRR, 2025)

Grade-Skewed Domain Adaptation via Asymmetric Bi-Classifier Discrepancy Minimization for Diabetic Retinopathy Grading. - Yuan Ma; Yang Gu 001; Shuai Guo 001; Xin Qin; Shijie Wen; Nianfeng Shi; Weiwei Dai; Yiqiang Chen 001 (IEEE Trans. Medical Imaging, 2025)

PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation. - Renju Liu; Jianfei Shen; Yang Gu 001; Yiqiang Chen 001; Jiling Zhang; Qingyu Wu; Chenyang Xu; Feiyi Fan (IEEE J. Biomed. Health Informatics, 2025)

Ten Challenging Problems in Federated Foundation Models. - Tao Fan 002; Hanlin Gu; Xuemei Cao 001; Chee Seng Chan; Qian Chen; Yiqiang Chen 001; Yihui Feng; Yang Gu 001; Jiaxiang Geng; Bing Luo; Shuoling Liu; WinKent Ong; et al. (IEEE Trans. Knowl. Data Eng., 2025)

Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey. - Jiayuan Gao; Yingwei Zhang 002; Yiqiang Chen 001; Yihan Dong; Yuanzhe Chen; Shuchao Song; Boshi Tang; Yang Gu 001 (Artif. Intell. Rev., 2025)

Self-supervised Learning for Electroencephalogram: A Systematic Survey. - Weining Weng; Yang Gu 001; Shuai Guo 001; Yuan Ma; Zhaohua Yang; Yuchen Liu; Yiqiang Chen 001 (ACM Comput. Surv., 2025)