Yang Gu

59 papers A* 2A 5B 8Misc 3Journal 22Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Auto-Augmentation Contrastive Learning for Wearable-based Human Activity Recognition.
CoRR
Qingyu Wu, Jianfei Shen, Feiyi Fan, Yang Gu, Chenyang Xu, Yiqiang Chen
2026 J jnl
Multidimensional Haptic Perception and Quantification Method for Ophthalmic Surgery Training.
Int. J. Hum. Comput. Interact.
Yang Gu, He Yuan, Maoyan Li, Min Hu, Yiqiang Chen, Fan Dong, Weiwei Dai
2026 A* conf
State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation.
AAAI
Weining Weng, Yang Gu, Yuan Ma, Yuchen Liu, Yingwei Zhang, Yiqiang Chen
2025 J jnl
A Survey on Unlearnable Data.
CoRR
Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan
2025 J jnl
Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey.
Artif. Intell. Rev.
Jiayuan Gao, Yingwei Zhang, Yiqiang Chen, Yihan Dong, Yuanzhe Chen, Shuchao Song, Boshi Tang, Yang Gu
2025 B conf
CARE: Contextual Residual and soft Encoding Relation Extraction for clinical medicine.
IJCNN
Xin Guo, Kaifei Li, Qian Chen, Suge Wang, Jian Liao, Yang Gu
2025 Misc conf
Contrast Memory for Unsupervised Anomaly Detection.
ICASSP
Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan
2025 J jnl
DDC: Dynamic distribution calibration for few-shot learning under multi-scale representation.
Knowl. Based Syst.
Lingxing Chen, Yang Gu, Yi Guo, Fan Dong, Dongmei Jiang, Yiqiang Chen
2025 J jnl
DDIR: Domain-Disentangled Invariant Representation learning for tailored predictions.
Knowl. Based Syst.
Yuan Ma, Yang Gu, Xin Qin, Shuai Guo, Feiyi Fan, Fan Dong, Yiqiang Chen
2025 — conf
Empowering Healthcare Time-Series Reasoning by Reinforcement Learning-Enhanced Large Language Models.
ICONIP (5)
Jun Liu, Yang Gu
2025 J jnl
Grade-Skewed Domain Adaptation via Asymmetric Bi-Classifier Discrepancy Minimization for Diabetic Retinopathy Grading.
IEEE Trans. Medical Imaging
Yuan Ma, Yang Gu, Shuai Guo, Xin Qin, Shijie Wen, Nianfeng Shi, Weiwei Dai, Yiqiang Chen
2025 Misc conf
HYMAN: Hybrid Memory and Attention Network for Unsupervised Anomaly Detection.
ICASSP
Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan
2025 A* conf
K-Space Bispectrum Steganography for Robust Unlearnable Data.
ACM Multimedia
Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan
2025 J jnl
Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data.
CoRR
Yuting He, Yiqiang Chen, Xiaodong Yang, Hanchao Yu, Yihua Huang, Yang Gu
2025 J jnl
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation.
IEEE J. Biomed. Health Informatics
Renju Liu, Jianfei Shen, Yang Gu, Yiqiang Chen, Jiling Zhang, Qingyu Wu, Chenyang Xu, Feiyi Fan
2025 J jnl
Self-supervised Learning for Electroencephalogram: A Systematic Survey.
ACM Comput. Surv.
Weining Weng, Yang Gu, Shuai Guo, Yuan Ma, Zhaohua Yang, Yuchen Liu, Yiqiang Chen
2025 Misc conf
Semantic-oriented Visual Prompt Learning for Class Incremental Learning.
ICASSP
Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
CoRR
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
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
IEEE Trans. Knowl. Data Eng.
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
2024 A conf
Cascade Memory for Unsupervised Anomaly Detection.
ECAI
Jiahao Li, Yiqiang Chen, Yunbing Xing, Yang Gu, Xiangyuan Lan
2024 — conf
Class-imbalanced Time Series Adaptation via Multi-Expert Consistency Entropy Minimization.
BIBM
Yuan Ma, Yang Gu, Shuai Guo, Weining Weng, Shijie Wen, Yiqiang Chen
2024 A conf
Information Retrieval Optimization for Non-Exemplar Class Incremental Learning.
CIKM
Shuai Guo, Yang Gu, Yuan Ma, Yingwei Zhang, Weining Weng, Jun Liu, Weiwei Dai, Yiqiang Chen
2024 J jnl
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data.
IEEE Trans. Big Data
Yuting He, Yiqiang Chen, Xiaodong Yang, Hanchao Yu, Yi-Hua Huang, Yang Gu
2024 J jnl
Self-supervised Learning for Electroencephalogram: A Systematic Survey.
CoRR
Weining Weng, Yang Gu, Shuai Guo, Yuan Ma, Zhaohua Yang, Yuchen Liu, Yiqiang Chen
2024 — conf
Utilizing Attention-based Ensemble Mechanism to Identify Discriminative Feature Combinations for Sleep Staging.
BIBM
Yuwei Dai, Yingwei Zhang, Yiqiang Chen, Yang Gu, Yuan Jin, Wei Zhang
2024 — conf
Wafformer: Wave-Frequency Cross-Prediction and Alignment for Knowledge-Enhanced Sleep Representation.
BIBM
Weining Weng, Yang Gu, Shuai Guo, Yuan Ma, Yuchen Liu, Yuan Jin, Fulong Xiao, Yiqiang Chen
2023 J jnl
A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation.
CoRR
Weining Weng, Yang Gu, Qihui Zhang, Yingying Huang, Chunyan Miao, Yiqiang Chen
2023 — conf
Auto-Augmentation Contrastive Learning for Wearable-based Human Activity Recognition.
BIBM
Qingyu Wu, Jianfei Shen, Feiyi Fan, Yang Gu, Chenyang Xu, Yiqiang Chen
2023 B conf
Discriminative Domain Adaptation Network for Fine-grained Disease Severity Classification.
IJCNN
Shijie Wen, Yiqiang Chen, Shuai Guo, Yuan Ma, Yang Gu, Piu Chan
2023 J jnl
FewShotBP: Towards Personalized Ubiquitous Continuous Blood Pressure Measurement.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Feiyi Fan, Yang Gu, Jianfei Shen, Fan Dong, Yiqiang Chen
2023 A conf
Letting Go of Self-Domain Awareness: Multi-Source Domain-Adversarial Generalization via Dynamic Domain-Weighted Contrastive Transfer Learning.
ECAI
Yuan Ma, Yiqiang Chen, Han Yu, Yang Gu, Shijie Wen, Shuai Guo
2023 B conf
Pre-training A Prompt Pool for Vision-Language Model.
IJCNN
Jun Liu, Yang Gu, Zhaohua Yang, Shuai Guo, Huaqiu Liu, Yiqiang Chen
2023 B conf
Time Series Adaptation Network for Sensor-Based Cross Domain Human Activity Recognition.
IJCNN
Shijie Wen, Yiqiang Chen, Yuan Ma, Shuai Guo, Yang Gu, Xin Qin, Piu Chan
2022 J jnl
A wearable-HAR oriented sensory data generation method based on spatio-temporal reinforced conditional GANs.
Neurocomputing
Jiwei Wang, Yiqiang Chen, Yang Gu
2022 — conf
An Efficient Spatial-Temporal Representation Method for EEG Emotion Recognition.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Weining Weng, Yang Gu, Yiqiang Chen, Guoqiang Wang, Nianfeng Shi
2022 — conf
Dual-Alignment Based Generalized Zero-shot Learning for Human Activity Recognition.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Zhaohua Yang, Yang Gu, Weining Weng, Shuai Guo, Yiqiang Chen
2022 A conf
KiCi: A Knowledge Importance Based Class Incremental Learning Method for Wearable Activity Recognition.
CIKM
Shuai Guo, Yang Gu, Shijie Wen, Yuan Ma, Yiqiang Chen, Jiwei Wang, Chunyu Hu
2022 — conf
Motion-Robust Respiratory Signal Reconstruction Using Smart Glasses.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Qingyu Wu, Jianfei Shen, Yang Gu, Feiyi Fan, Yiqiang Chen
2021 — conf
A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition.
MMM (1)
Yang Gu, Yajie Li, Yiqiang Chen, Jiwei Wang, Jianfei Shen
2020 — conf
A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection.
ICANN (2)
Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng
2020 A conf
A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning.
ASSETS
Tong Wu, Yang Gu, Yiqiang Chen, Jiwei Wang, Siyu Zhang
2020 — conf
A Multimodal Fusion Model Based on Hybrid Attention Mechanism for Gesture Recognition.
S+SSPR
Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang
2020 B conf
Highly Fluent Sign Language Synthesis Based on Variable Motion Frame Interpolation.
SMC
Ni Zeng, Yiqiang Chen, Yang Gu, Dongdong Liu, Yunbing Xing
2020 — conf
Multi-Layer Cross Loss Model for Zero-Shot Human Activity Recognition.
PAKDD (1)
Tong Wu, Yiqiang Chen, Yang Gu, Jiwei Wang, Siyu Zhang, Zhanghu Zhechen
2019 — conf
A Collaborative Multi-modality Selection Method Based on Data Utility Assessment.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yunlong Xiao, Yang Gu, Jiwei Wang, Tong Wu
2019 J jnl
A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning.
CoRR
Tong Wu, Yang Gu, Yiqiang Chen, Yunlong Xiao, Jiwei Wang
2019 — conf
CoFINLo: Coarse to Fine Indoor Navigation and Localization System.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yang Gu, Yiqiang Chen, Xinlong Jiang, Jiwei Wang, Yunlong Xiao, Tong Wu
2019 — conf
Indoor Trajectory Restoration Method Based on PoI Relation Constraints.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Xinlong Jiang, Yunbing Xing, Yiqiang Chen, Yang Gu, Junfa Liu
2019 B conf
Poster Abstract: Know You Better: a Smart Watch Based Health Monitoring System.
CHASE
Yang Gu, Jianfei Shen, Yiqiang Chen
2018 J jnl
FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints.
Soft Comput.
Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu
2018 B conf
SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition.
IJCNN
Jiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan
2016 J jnl
Feature Adaptive Online Sequential Extreme Learning Machine for lifelong indoor localization.
Neural Comput. Appl.
Xinlong Jiang, Junfa Liu, Yiqiang Chen, Dingjun Liu, Yang Gu, Zhenyu Chen
2016 — conf
Heterogeneous Data Driven Manifold Regularization Model for Fingerprint Calibration Reduction.
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld
Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu, Zhiqi Shen
2016 — conf
OCEAN: a new opportunistic computing model for wearable activity recognition.
UbiComp Adjunct
Yiqiang Chen, Yang Gu, Xinlong Jiang, Jindong Wang
2015 — conf
Online deep intelligence for Wi-Fi indoor localization.
UbiComp/ISWC Adjunct
Yang Gu, Yiqiang Chen, Junfa Liu, Xinlong Jiang
2015 J jnl
Semi-supervised deep extreme learning machine for Wi-Fi based localization.
Neurocomputing
Yang Gu, Yiqiang Chen, Junfa Liu, Xinlong Jiang
2014 B conf
Constraint Online Sequential Extreme Learning Machine for lifelong indoor localization system.
IJCNN
Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang
2014 — conf
SAP dissimilarity based high performance Wi-Fi indoor localization.
UbiComp Adjunct
Yang Gu, Yiqiang Chen, Junfa Liu, Xinlong Jiang
2014 J jnl
TOSELM: Timeliness Online Sequential Extreme Learning Machine.
Neurocomputing
Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang, Hanchao Yu