| 2025 | AAAI | Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning. | Shengheng Liu, Tianqi Zhang, Ningning Fu, Yongming Huang |
| 2024 | AAAI | Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB. | Shengheng Liu, Xingkang Li, Zihuan Mao, Peng Liu, Yongming Huang |
| 2024 | MOBICOM | Lightweight Deep Learning for AoA-Based 5G Multi-Source Localization in Low SNR Conditions. | Shitao Li, Shengheng Liu, Xingkang Li, Peng Liu, Yongming Huang |
| 2024 | MOBICOM | Access Point Deployment for Localizing accuracy and User Rate in Cell-Free Systems. | Fanfei Xu, Shengheng Liu, Zihuan Mao, Shangqing Shi, Dazhuan Xu, Dongming Wang, Yongming Huang |
| 2023 | ICANN | Automatic Driving Scenarios: A Cross-Domain Approach for Object Detection. | Shengheng Liu, Jiacheng Chen, Lei Li, Yahui Ma, Yongming Huang |
| 2023 | MOBICOM | 5G NR Monostatic Positioning with Array Impairments: Data-and-Model-Driven Framework and Experiment Results. | Shengheng Liu, Hao Wang, Mengguan Pan, Peng Liu, Yahui Ma, Yongming Huang |
| 2022 | GLOBECOM | Link-Level Simulator for 5G Localization. | Xinghua Jia, Peng Liu, Shengheng Liu, Xiaodong Li, Wangdong Qi |
| 2022 | GLOBECOM | Learning to Predict and Optimize Imperfect MIMO System Performance: Framework and Application. | Jingyi Su, Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu |
| 2022 | VTC | Doppler Diversity Reception for OTFS Modulation. | Zhihan Gong, Shengheng Liu, Yongming Huang |
| 2022 | VTC | Peak-to-Average Power Ratio Reduction via Symbol Precoding in OTFS Modulation. | Jingyi Su, Shengheng Liu, Yongming Huang, Jinhong Yuan |
| 2021 | GLOBECOM | Learning-Aided Beam Management for mmWave High-Speed Railway Networks. | Yuqi Zhang, Shengheng Liu, Zhaohua Lu, Fan Meng, Yongming Huang |
| 2021 | GLOBECOM | Privacy-Preserving Federated Reinforcement Learning for Popularity-Assisted Edge Caching. | Chong Zheng, Shengheng Liu, Yongming Huang, Tony Q. S. Quek |
| 2021 | ICASSP | Low-Complexity Parameter Learning for OTFS Modulation Based Automotive Radar. | Chenwen Liu, Shengheng Liu, Zihuan Mao, Yongming Huang, Haiming Wang |
| 2020 | WCNC | MEC-Enabled Wireless VR Video Service: A Learning-Based Mixed Strategy for Energy-Latency Tradeoff. | Chong Zheng, Shengheng Liu, Yongming Huang, Luxi Yang |
| 2016 | ICASSP | Automatic human fall detection in fractional fourier domain for assisted living. | Shengheng Liu, Zhengxin Zeng, Yimin D. Zhang, Tingting Fan, Tao Shan, Ran Tao |