Guannan Liu

17 papers Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Novel Hybrid Machine-Learning Technique for Robust Indoor Multisubject Tracking Using mmWave Radar.
IEEE Internet Things J.
Guannan Liu, Chihhao Chang, Shih-Hau Fang, Hsiao-Chun Wu, Kun Yan
2025 — conf
Novel Biological Prompting Technology: Automatic Directional Control by Eye-Tracking Sensor.
BMSB
Guannan Liu, Justin Wang, Hsiao-Chun Wu, Gaojian Huang, Anil Kumar, Yiyan Wu, Shih Yu Chang, Yue Luo
2025 — conf
Radio-Frequency-Based Unmanned-Aerial-Vehicle Identification Using Cyclic-Paw-Print.
BMSB
Xiao Yan, Minghui Zhao, Qian Wang, Hsiao-Chun Wu, Guannan Liu, Yiyan Wu
2025 J jnl
Robust Multichannel Decorrelation via Tensor Einstein Product.
IEEE Trans. Signal Process.
Shih-Yu Chang, Hsiao-Chun Wu, Guannan Liu
2025 J jnl
TASE-Net: A Novel Robust Deep-Learning Network for Open-Set Few-Shot UAV Recognition.
IEEE Internet Things J.
Xiao Yan, Bo Wang, Hsiao-Chun Wu, Guannan Liu, Qian Wang, Xinyue Qiao
2025 — conf
Toward AI Standardization: A Triadic Human-AI Collaboration Framework for Multi-Level Autonomous Mobility.
CAI
Gaojian Huang, Wei-Hsiang Lo, Guannan Liu, Yue Luo, Yantong Jin
2024 — conf
Fine-Tuning Optimization of Small Language Models: A Novel Graph-Theoretical Approach for Efficient Prompt Engineering.
BMSB
Venkata Gadiraju, Hao-Yu Tsai, Hsiao-Chun Wu, Manali Singha, Scott Chih-Hao Huang, Guannan Liu, Shih Yu Chang, Yiyan Wu
2024 J jnl
Novel Graph-Theoretical Multiple Access-Point/Router Deployment Approach for Full Line-of-Sight Coverage Over Arbitrary Indoor Polygonal/Prismatic Areas.
IEEE Trans. Commun.
Venkata Gadiraju, Hsiao-Chun Wu, Hao-Yu Tsai, Scott C.-H. Huang, Costas Busch, Prasanga Neupane, Guannan Liu, Shih Yu Chang
2022 — conf
Automatic Human Posture Recognition Using Kinect Sensors by Advanced Graph Convolutional Network.
BMSB
Guannan Liu, Rende Xie, Hsiao-Chun Wu, Shih-Hau Fang, Kun Yan, Yiyan Wu, Shih Yu Chang
2022 J jnl
Novel Robust Indoor Device-Free Moving-Object Localization and Tracking Using Machine Learning With Kalman Filter and Smoother.
IEEE Syst. J.
Guannan Liu, Prasanga Neupane, Hsiao-Chun Wu, Weidong Xiang, Limeng Pu, Shih Yu Chang
2021 J jnl
GraphDTI: A robust deep learning predictor of drug-target interactions from multiple heterogeneous data.
J. Cheminformatics
Guannan Liu, Manali Singha, Limeng Pu, Prasanga Neupane, Joseph Feinstein, Hsiao-Chun Wu, J. Ramanujam, Michal Brylinski
2021 — conf
Novel Device-Free Indoor Human Localization using Wireless Radio-Frequency Fingerprinting.
BMSB
Prasanga Neupane, Guannan Liu, Hsiao-Chun Wu, Weidong Xiang, Shih Yu Chang, Yiyan Wu
2021 — conf
Novel Indoor Device-Free Human Tracking Using Learning Systems with Hidden Markov Models.
BMSB
Guannan Liu, Prasanga Neupane, Hsiao-Chun Wu, Weidong Xiang, Jinwei Ye, Limeng Pu, Shih Yu Chang, Yiyan Wu, Kun Yan
2020 — conf
Indoor Object Localization and Tracking Using Deep Learning over Received Signal Strength.
BMSB
Guannan Liu, Hsiao-Chun Wu, Weidong Xiang, Jinwei Ye, Yiyan Wu, Limeng Pu
2020 J jnl
Robust Modulation Classification Over $\alpha$-Stable Noise Using Graph-Based Fractional Lower-Order Cyclic Spectrum Analysis.
IEEE Trans. Veh. Technol.
Xiao Yan, Guannan Liu, Hsiao-Chun Wu, Guoyu Zhang, Qian Wang, Yiyan Wu
2019 J jnl
Automatic modulation classification in α-stable noise using graph-based generalized second-order cyclic spectrum analysis.
Phys. Commun.
Xiao Yan, Guoyu Zhang, Hsiao-Chun Wu, Guannan Liu
2018 J jnl
New Automatic Modulation Classifier Using Cyclic-Spectrum Graphs With Optimal Training Features.
IEEE Commun. Lett.
Xiao Yan, Guannan Liu, Hsiao-Chun Wu, Guoyu Feng